43 results
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2. Throughput Constrained Opportunistic Scheduling in Cellular Data Networks.
- Author
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Ali, Syed Hussain, Ki-Dong Lee, and Leung, Victor C. M.
- Subjects
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DATA transmission systems , *WIRELESS communications , *TELECOMMUNICATION , *COMPUTER networks , *BROADBAND communication systems , *DIGITAL communications , *ALGORITHMS - Abstract
This paper considers a scheduling problem for multi-user transmissions over the downlink of a time-slotted cellular data network. For such a network, opportunistic scheduling exploits the time-varying radio channel and improves network performance. This paper presents a new scheduling solution that maximizes the aggregate user performance subject to certain minimum and maximum performance constraints. By constraining the performance experienced by individual users, who share a common radio downlink, to some upper bounds, it is possible to provide the system operator with a better control of radio resource allocations and service differentiation among different classes of users. The proposed solution, which is referred to as Throughput Constrained Opportunistic Scheduling (TCOS), offers better service differentiation among different classes of users than the existing opportunistic scheduling algorithms with only minimum performance constraints. For ideal memoryless fading channels, TCOS provides performance comparable with an existing scheme with minimum and maximum performance constraints. For realistic fading channels with memory, TCOS significantly improves system performance due to its ability to trade off feasibility with throughput. Extensive simulation results demonstrate the improved system performance and effective service differentiation of the proposed solution under realistic channel conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
3. Distortion Analysis for Real-Time Data Collection of Spatially Temporally Correlated Data Fields in Wireless Sensor Networks.
- Author
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Xiaobo Zhang, Heping Wang, Naït-Abdesselam, Farid, and Khokhar, Ashfaq A.
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ALGORITHMS , *WIRELESS communications , *DATA transmission systems , *COMPUTER networks , *DIGITAL communications , *BROADBAND communication systems , *ELECTRONIC data processing - Abstract
This paper presents an analysis framework for estimating spatio-temporal distortion associated with data-gathering algorithms in sensor networks. We assume that the underlying data field being sensed is spatially and temporally correlated and that the sink node performs real-time reconstruction of the field. Unlike existing work, the proposed analysis framework assumes realistic transmission schemes and network/routing parameters, such as congestion and limited transmission range. Our simulations show that, even for a simple collision-free transmission scheme and regular deployment patterns, the distortion analyses yield starkly different results, compared with the analyses performed in the absence of these assumptions. The analytical method presented in this paper could easily be extended to consider the real-time data-reconstruction problem under different transmission schemes, node distributions, and reconstruction methods. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
4. Distributed Construction and Maintenance of Bandwidth and Energy Efficient Bluetooth Scatternets.
- Author
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Tekkalmaz, Metin, Sözer, Hasan, and Korpeoglu, Ibrahim
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BLUETOOTH technology , *BANDWIDTHS , *WIRELESS communications , *ALGORITHMS , *COMPUTER systems , *DIGITAL communications - Abstract
Bluetooth networks can be constructed as piconets or scatternets depending on the number of nodes in the network. Although piconet construction is a well-defined process specified in Bluetooth standards, scatternet formation policies and algorithms are not well specified. Among many solution proposals for this problem, only a few of them focus on efficient usage of bandwidth in the resulting scatternets. In this paper, we propose a distributed algorithm for the scatternet formation problem that dynamically constructs and maintains a scatternet based on estimated traffic flow rates between nodes. The algorithm is adaptive to changes and maintains a constructed scatternet for bandwidth-efficiency when nodes come and go or when traffic flow rates change. Based on simulations, the paper also presents the improvements in bandwidth-efficiency and reduction in energy consumption provided by the proposed algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
5. Performance Analysis of Multiuser Selection Diversity.
- Author
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Lin Yang and Alouini, Mohamed-Slim
- Subjects
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RADIO transmitters & transmission , *MULTIUSER computer systems , *ALGORITHMS , *TCP/IP , *SIGNAL-to-noise ratio , *RADIOS , *DIGITAL communications , *WIRELESS communications - Abstract
In this paper, the authors study the performance of scheduling algorithms exploiting the multiuser selection diversity. Schedulers with affordable-rate transmission and adaptive transmission based on the absolute signal-to-noise ratio (SNR) and the normalized SNR are considered. In contrast to previous studies on the multiuser-diversity systems, the channel dynamics is taken into consideration in this paper by a novel formulation based on the level crossing analysis of stochastic processes. Then, the authors make the connection between the Doppler frequency shift, which indicates the channel temporal correlation, and the average (channel) access time, the average waiting time (AWT) between accesses, and the average access rate (AAR) of active users. These properties are important for the scheduler design, especially for applications where delay is a concern. In addition, analytical expressions for the system throughput and the degree of fairness (DOF) when users have nonidentical average channel conditions are presented. These expressions quantify the effect of disparateness in users' average channel conditions on the system performance. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
6. Performance Evaluation of CDMA Reverse Links With Imperfect Beamforming in a Multicell Environment Using a Simplified Beamforming Model.
- Author
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Jin Yu, Yu-Dong Yao, Molisch, Andreas F., and Jinyun Zhang
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CODE division multiple access , *ESTIMATION theory , *ALGORITHMS , *SPREAD spectrum communications , *SIGNAL-to-noise ratio , *DIGITAL communications , *WIRELESS communications , *TELECOMMUNICATION systems - Abstract
Reverse link capacity of a direct-sequence code-division multiple-access (DS-CDMA) system in a multicell environment has been studied recently, and significant capacity improvements due to the use of beamforming have been observed. However, system performance with beamforming will be affected by several impairments, such as direction of arrival estimation errors, array perturbations, mutual coupling, and signal spatial spreads. In this paper, reverse link performance of CDMA systems with beamforming under these impairments (imperfect beamforming) is investigated. A simplified beamforming model is developed to evaluate the system performance in terms of user capacity, bit-error rates (BER), and outage probabilities. Both signal-to-interference-ratio-based power control and strength-based power control are considered in this paper. The capacity and BER degradations due to different impairments are shown, and outage probabilities under different power control schemes are examined. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
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7. Adaptive Frequency-Domain Equalization for Single-Carrier Multiple-Input Multiple-Output Wireless Transmissions.
- Author
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Coon, Justin, Armour, Simon, Beach, Mark, and McGeehan, Joe
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WIRELESS communications , *DATA transmission systems , *CODE division multiple access , *DIGITAL communications , *ALGORITHMS , *RECEIVERS (Commercial law) - Abstract
Channel estimation and tracking pose real problems in broadband single-carrier wireless communication systems employing multiple transmit and receive antennas. An alternative to estimating the channel is to adaptively equalize the received symbols. Several adaptive equalization solutions have been researched for systems operating in the time domain. However, these solutions tend to be computationally intensive. A low-complexity alternative is to adaptively equalize the received message in the frequency domain. In this paper, we present an adaptive frequency-domain equalization (FDE) algorithm for implementation in single-carrier (SC) multiple-input multiple-output (MIMO) systems. Furthermore, we outline a novel method of reducing the overhead required to train the proposed equalizer. Finally, we address the issues of complexity and training sequence design. Other computationally efficient adaptive FDE algorithms for use in SC systems employing single transmit and receive antennas, receive diversity, or space-lime block codes (STBC) can be found in the literature. However, the algorithm detailed in this paper can be implemented in STBC systems as well as in broadband spatial multiplexing systems, making it suitable for use in high data rate MIMO applications. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
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8. The D-Tree: An Index Structure for Planar Point Queries in Location-Based Wireless Services.
- Author
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Xu, Jianliang, Zheng, Baihua, Lee, Wang-Chien, and Lee, Dik Lun
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WIRELESS communications , *INFORMATION storage & retrieval systems , *DATA transmission systems , *DIGITAL communications , *BANDWIDTHS , *INDEXES , *ALGORITHMS - Abstract
Location-based services (LBSs), considered as a killer application in the wireless data market, provide information based on locations specified in the queries. In this paper, we examine the indexing issue for querying location-dependent data in wireless LBSs; in particular, we focus on an important class of queries, planar point queries. To address the issues of responsiveness, energy consumption, and bandwidth contention in wireless communications, an index has to minimize the search time and maintain a small storage overhead. It is shown that the traditional point-location algorithms and spatial index structures fail to achieve either objective or both. This paper proposes a new index structure, called D-tree, which indexes spatial regions based on the divisions that form the boundaries of the regions. We describe how to construct a binary D-tree index, how to process queries based on the D-tree, and how to page the binary D-tree. Moreover, two parameterized methods for partitioning the original space, called fixed grid assignment (FGA) and adaptive grid assignment (AGA), are proposed to enhance the D-tree. The performance of the D-tree is evaluated using both synthetic and real data sets. Experimental results show that the proposed D-tree outperforms the well-known indexes such as the R*-tree, and that both the FGA and AGA approaches can achieve different performance trade-offs between the index search time and storage overhead by fine-tuning their algorithmic parameters. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
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9. Convergence of Iterative Water-Filling With Quantized Feedback: A Sufficient Condition.
- Author
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Gohary, Ramy H. and Yanikomeroglu, Halim
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INTERFERENCE (Sound) , *ALGORITHMS , *NASH equilibrium , *WIRELESS communications , *DIGITAL communications , *DATA transmission systems - Abstract
In this paper, the iterative water-filling (IWF) algorithm is considered when the noise-plus-interference levels fed back from the receivers are quantized. A sufficient condition for this algorithm to have a unique Nash equilibrium is derived. This condition is shown to approach the corresponding condition for standard IWF when the quantization resolution or the transmission power are sufficiently high. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
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10. Adaptive Hybrid Transmission Mechanism for On-Demand Mobile IPTV Over WiMAX.
- Author
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Jong Min Lee, Hyo-Jin Park, Seong Gon Choi, and Jun Kyun Choi
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IEEE 802.16 (Standard) , *MOBILE communication systems , *ALGORITHMS , *TELECOMMUNICATION systems , *WIRELESS communications , *DIGITAL communications , *INTERNET protocols , *COMPUTER network protocols , *COMPUTER networks , *STREAMING video & television , *HYBRID systems - Abstract
In this paper, we propose an Adaptive Hybrid Transmission (AHT) scheme for on-demand mobile IPTV service over broadband wireless access network (i.e. mobile WiMAX, 802.16e). Proposed algorithm utilizes hybrid mechanism which combines multi-channel multicasting and unicast scheme to enhance not only service blocking probability but also reduce overall bandwidth consumption of the wireless system which has very limited resources compared to wired networks. An adaptive resource allocation algorithm is also proposed, and is shown to achieve minimum blocking probability. In order to evaluate the performance, we compare proposed algorithm against traditional unicast and multicast schemes. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
11. Anchor Global Position Accuracy Enhancement Based on Data Fusion.
- Author
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Kegen Yu and Guo, Y. Jay
- Subjects
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WIRELESS communications , *GLOBAL Positioning System , *ALGORITHMS , *DETECTORS , *TELECOMMUNICATION systems , *DIGITAL communications , *DATA transmission systems - Abstract
The location information of sensor nodes in wireless sensor networks is crucial for various applications such as emergency rescue operations, environmental monitoring, home automation, and traffic control. In this paper, a new method to improve the anchor location accuracy in wireless sensor networks is proposed based on fusion of Global Positioning System (GPS) measurements and anchor-to-anchor parameter estimates. Novel algorithms are derived to increase the accuracy of anchor locations using both anchor-to-anchor distance and angle-of-arrival (AOA) estimates for both line-of-sight (LOS) and non-LOS (NLOS) scenarios. When using anchor-to-anchor distance estimates in LOS conditions, an optimization-based algorithm is developed. The Cramer-Rao lower bound (CRLB) is derived to benchmark positioning accuracy in 3-D environments with both GPS measurements and anchor-to-anchor parameter estimates, which has not been studied in the literature. Simulation results demonstrate that the proposed algorithms can substantially improve anchor position accuracy, and the performance of the proposed algorithms approaches the CRLB. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
12. Lexicographically Optimal Routing for Wireless Sensor Networks With Multiple Sinks.
- Author
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Shah-Mansouri, Vahid, Mohsenian-Rad, Amir-Hamed, and Wong, Vincent W. S.
- Subjects
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WIRELESS communications , *DETECTORS , *ALGORITHMS , *INFORMATION theory , *COMPUTER network resources , *DIGITAL communications , *DATA transmission systems - Abstract
In wireless sensor networks (WSNs), the field information (e.g., temperature, humidity, airflow) is acquired via several battery-equipped wireless sensors and is relayed toward a sink node. As the size of the WSNs increases, it becomes inefficient (in terms of power consumption) when gathering all information in a. single sink. To tackle this problem, one can increase the number of sinks. The set of sensor nodes that are sending data to sink k is called commodity k. In this paper, we formulate the lexicographically optimal commodity lifetime (LOCL) routing problem. A stepwise centralized algorithm called the LOCL algorithm is proposed, which can obtain the optimal routing solution and lead to lexicographical fairness among commodity lifetimes. We then show that, under certain assumptions, the lexicographical optimality among commodity lifetimes can be achieved by providing lexicographical optimality among node lifetimes. This motivates us to propose our second algorithm, which is called the lexicographically optimal node lifetime (LONL) algorithm, which is suitable for practical implementation. Simulation results show that our proposed LOCL and LONL algorithms increase the normalized commodity and node lifetimes compared with the maximum lifetime with multiple sinks (MLMS) and lexicographical max-min fair (LMM) routing algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
13. Joint Rate and Power Adaptation for Wireless Local Area Networks in Generalized Nakagami Fading Channels.
- Author
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Li-Chun Wang, Wei-Cheng Liu, Chen, Anderson, and Kuang-Nan Yen
- Subjects
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WIRELESS communications , *COMPUTER networks , *FRAME relay (Data transmission) , *ALGORITHMS , *BROADBAND communication systems , *DATA transmission systems , *DIGITAL communications - Abstract
In this paper, a channel-driven rate and power adaptation (CDRPA) algorithm is proposed for wireless local area networks (WLANs) in generalized Nakagami fading channels. Through the channel information of the first packet, the CDRPA algorithm can lower the complexity of comparing various rates and power levels. In the case of the IEEE 802.11 WLAN, the computation complexity of the CDRPA algorithms is reduced by more than 94% compared with the complete-search link adaptation. A physical and/or medium access control (MAC) cross-layer analytical model is also developed to evaluate the goodput and energy efficiency of the carrier sense multiple access with a collision avoidance MAC protocol in Nakagami fading channels. Our numerical results show that the CDRPA algorithm is not only more energy efficient in the Nakagami fading channel but can also achieve comparable and even higher throughput compared with the complete-search link adaptation approach. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
14. EECCR: An Energy-Efficient m-Coverage and n-Connectivity Routing Algorithm Under Border Effects in Heterogeneous Sensor Networks.
- Author
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Yan Jin, Ling Wang, Ju-Yeon Jo, Yoohwan Kim, Mei Yang, and Yingtao Jiang
- Subjects
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WIRELESS communications , *NETWORK routers , *COMPUTER networks , *DIGITAL communications , *DIGITAL signal processing , *BROADBAND communication systems , *ALGORITHMS - Abstract
Wireless sensor networks (WSNs) can be used to monitor the interested region using multihop communication. Coverage is a primary metric to evaluate the capacity of monitoring. Connectivity also needs to be guaranteed so that the sink node receives all sensed data for future processing. In this paper, we study the m-coverage and n-connectivity problem under border effects. We consider the scenario where the heterogeneous sensor nodes are randomly distributed in a circular region. We first exactly derive the network m-coverage ratio that is provided by N sensor nodes by the mathematical formulas. Then, the lower bound of the network n-connectivity probability is also derived. Since sensor nodes are equipped with energy-limited batteries, energy conservation in such networks is of paramount importance to prolong the lifetime of the network. Accordingly, we propose a location-independent, energy-efficient routing algorithm EECCR, which simultaneously preserves the network m-coverage ratio and the sensor n-connectivity probability. Extensive simulation results are provided to demonstrate that our algorithm is correct and effective. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
15. On the Nonlinear Complexity and Lempel-Ziv Complexity of Finite Length Sequences.
- Author
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Limniotis, Konstantinos, Kolokotronis, Nicholas, and Kalouptsidis, Nicholas
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CRYPTOGRAPHY , *EIGENVALUES , *MATRICES (Mathematics) , *ALGORITHMS , *DATA encryption , *COMPUTER security , *DIGITAL signatures , *WIRELESS communications , *DIGITAL communications - Abstract
The nonlinear complexity of binary sequences and its connections with Lempel-Ziv complexity is studied in this paper. A new recursive algorithm is presented, which produces the minimal nonlinear feedback shift register of a given binary sequence. Moreover, it is shown that the eigenvalue profile of a sequence uniquely determines its nonlinear complexity profile, thus establishing a connection between Lempel-Ziv complexity and nonlinear complexity. Furthermore, a lower bound for the Lempel-Ziv compression ratio of a given sequence is proved that depends on its nonlinear complexity. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
16. Optimizing Zero-Forcing Precoders for MIMO Broadcast Systems.
- Author
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Udupa, Prashant S. and Lehnert, James S.
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MIMO systems , *WIRELESS communications , *DIGITAL communications , *CODE division multiple access , *SPREAD spectrum communications , *TIME division multiple access , *DATA transmission systems , *ALGORITHMS , *BROADCASTING industry , *TELECOMMUNICATION - Abstract
In this paper, we develop optimization techniques for linear zero-forcing (ZF) multiple-input, multiple-output (MIMO) broadcast (BC) precoders. A computationally efficient technique based on QR-update algorithms for implementing this optimization is then proposed. The application of the proposed ZF precoders and decoders to systems with both large and small numbers of users is considered. The proposed optimization technique is also shown to perform very well in conjunction with nonlinear Tomlinson- Harashima precoding. Both coded and uncoded performances are considered. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
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17. New Algorithms for Blind Equalization: The Constant Norm Algorithm Family.
- Author
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Goupil, Alban and Palicot, Jacques
- Subjects
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DIGITAL signal processing , *ALGORITHMS , *DIGITAL communications , *DIGITAL electronics , *WIRELESS communications , *COMPUTER networks , *DATA transmission systems - Abstract
In this paper, a new, efficient class of blind equalization algorithms is proposed for use in high-order, two-dimensional digital communication systems. We have called this family: the Constant Norm Algorithms (CNA). This family is derived in the context of Bussgang techniques. Therefore, the resulting algorithms are very simple. We show that some well-known blind algorithms such as "Sato's algorithm" or the Constant Modulus Algorithm (CMA) are particular cases in our CNA family. In addition, from this class, a new cost function, named Constant sQuare Algorithm (CQA), is derived, which is well designed for QAM. It results in a lower algorithm noise without increasing the complexity. Another advantage of this class lies in the possibility of creating new norms by combining several existing norms in order to benefit from the advantages of each original norm. For example, we present the norm resulting from the combination of the two algorithms, CMA and CQA. Moreover, we highlight that, with regard to the excess mean-square error performance, there is an optimal norm for each constellation, i.e., each modulation, in order to equalize it blindly. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
18. A Reduced-CP Approach to SC/FDE Block Transmission for Broadband Wireless Communications.
- Author
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Gusmão, Antonio, Torres, Paulo, Dinis, Rui, and Estees, Nelson
- Subjects
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ALGORITHMS , *WIRELESS communications , *DIGITAL communications , *BROADBAND communication systems , *TELECOMMUNICATION systems , *ELECTRONIC modulation , *NUMERICAL analysis , *MATHEMATICAL analysis , *ELECTRICAL engineering - Abstract
For conventional cyclic prefix (CP)-assisted single-carrier/frequency-domain equalization (SC/FDE) implementations, as well as for orthogonal frequency-division multiplexing (OFDM) implementations, the CP length is known to be selected on the basis of the expected maximum delay spread. Next, the data block size can be chosen to be large enough to minimize the CP overhead, yet small enough to make the channel variation over the block negligible. This paper considers the possibility of reducing the overall CP assistance, when transmitting sequences of SC blocks, while avoiding an excessively long fast Fourier transform window for FDE purposes and keeping good FDE performances through low-complexity, noniterative receiver techniques. These techniques, which take advantage of specially designed frame structures, rely on a basic algorithm for decision-directed correction (DDC) of the FDE inputs when the CP is not long enough to cope with the time-dispersive channel effects. More specifically, we present and evaluate a novel class of reduced-CP SCIFDE schemes, which takes advantage of a special frame structure for replacing ‘useless’ CP redundancy by fully useful channel coding redundancy, with the help of the DDC algorithm. When using the DDC-FDE technique with these especially designed frame structures, the impact of previous decisions, which are not error-free, is shown to be rather small, thereby allowing a power-efficiency advantage (in addition to the obvious bandwidth-efficiency advantage) over conventional block transmission implementations under full-length CP. Additionally, the DDC algorithm is also shown to be useful to improve the power efficiency of these conventional implementations. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
19. Supervised Phase Correction of Blind Space—Time DS-CDMA Channel Estimates.
- Author
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Karystinos, George N. and Pados, Dimitris A.
- Subjects
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ANTENNA arrays , *CODE division multiple access , *LARGE space structures (Astronautics) , *DEEP Space Network , *ALGORITHMS , *SPREAD spectrum communications , *TIME division multiple access , *WIRELESS communications , *DIGITAL communications - Abstract
Blind channel-estimation algorithms return phase-ambiguous estimates. From a receiver design point of view, the phase-ambiguity problem can be by-passed by differential modulation and detection at the expense of a well-known performance loss, in comparison with direct modulation and coherent detection schemes. An alternative approach is followed in this paper. A theoretical minimum mean-square error phase-estimation criterion leads to a supervised phase-recovery procedure that directly corrects the phase of arbitrary linear filter receivers through a simple closed-form projection operation. Conveniently, any known blind channel-estimation algorithm can be used to provide the initial phase-ambiguous estimate. The presentation is given in the context of adaptive space-time receiver designs for binary phase-shift keying direct-sequence code-division-multiple-access antenna array systems. Numerical and simulation studies support the theoretical developments and show that effective phase correction and multiple-access interference suppression can be achieved with about 2% pilot signaling. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
20. A Practical Scheme for Wireless Network Operation.
- Author
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Gowaikar, Radhika, Dana, Amir F., Hassibi, Babak, and Effros, Michelle
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DECODERS (Electronics) , *CODING theory , *DECODERS & decoding , *WIRELESS communications , *TELECOMMUNICATION systems , *DIGITAL communications , *ALGORITHMS , *GAUSSIAN processes , *ELECTRONICS - Abstract
In many problems in wireline networks, it is known that achieving capacity on each link or subnetwork is optimal for the entire network operation. In this paper, we present examples of wireless networks in which decoding and achieving capacity on certain links or subnetworks gives us lower rates than other simple schemes, like forwarding. This implies that the separation of channel and network coding that holds for many classes of wireline networks does not, in general, hold for wireless networks. Next, we consider Gaussian and erasure wireless networks where nodes are permitted only two possible operations: nodes can either decode what they receive (and then re-encode and transmit the message) or simply forward it. We present a simple greedy algorithm that returns the optimal scheme from the exponential-sized set of possible schemes. This algorithm will go over each node at most once to determine its operation, and hence, is very efficient. We also present a decentralized algorithm whose performance can approach the optimum arbitrarily closely in an iterative fashion. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
21. Multiobjective Distributed Power Control Algorithm for CDMA Wireless Communication Systems.
- Author
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Elmusrati, Mohammed, Jäntti, Riku, and Koivo, Heikki N.
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WIRELESS communications , *DATA transmission systems , *DIGITAL communications , *INTERFERENCE (Sound) , *COMPUTER engineering , *COMPUTER system design & construction , *COMPUTERS in systems design , *ALGORITHMS , *DATA analysis - Abstract
Although power control has been explored since the early 1990s, there still remains the need for further research. Most of the algorithms so far consider either the problem of minimizing the sum of transmitted power under quality of service (QoS) constraints given in terms of minimum signal-to-interference-plus-noise ratio (SINR) in a static channel or the problem of mitigating fast fading in a single dynamic link. In this paper, we suggest a new approach to the power control by treating the QoS requirement as another objective for the power control and a fully distributed method for solving the multiobjective power optimization problem. The obtained solution is parameterized so that a tradeoff can be made between power consumption and QoS. In the limit case, when only QoS is weighted, the algorithm reduces to the well-known distributed power control algorithm (IEEE Trans. Commun., vol. 42, no. 2/3/4, pt. 1, Feb./Mar./Apr. 1994). In the other limit, the algorithm reduces to transmission with fixed minimum power. The convergence properties of the proposed algorithm are studied both theoretically and with numerical simulations. Although we only consider SINR and power sum, our algorithm could be easily modified to take other objectives, such as throughput, into account. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
22. A Fault-Tolerant Channel-Allocation Algorithm for Cellular Networks With Mobile Base Stations.
- Author
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Jianchang Yang, Qiangfeng Jiang, and D. Manivannan
- Subjects
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MOBILE communication systems , *WIRELESS communications , *ALGORITHMS , *INFORMATION networks , *DATA transmission systems , *DIGITAL communications , *TELECOMMUNICATION - Abstract
Several channel-allocation algorithms have been pro- posed in the literature for traditional cellular networks with static base stations (BS5), while not much attention has been given to channel-allocation problems for cellular networks where BSs are mobile. In cellular networks with mobile BSs (MBSs), the network topology is dynamic due to the mobility of the BSs. This makes the channel-allocation problem in such networks more challenging. Moreover, the MBSs may fail and degrade the performance of the cellular network. Therefore, it is desirable that the channel- allocation algorithm be fault tolerant. Thus, even in the presence of failure of the MBSs, the channel-allocation algorithm should work reasonably well. It is also desirable to design a channel-allocation approach that guarantees that the request from a mobile host (MH) is responded to in a timely manner. In this paper, a distributed dynamic channel-allocation algorithm that addresses these problems in cellular networks with MBSs is proposed. The proposed algorithm is fault tolerant and guarantees that the time to respond to an MH's request for supporting a call is upperbounded. The performance evaluation of the proposed algorithm shows that the proposed algorithm performs well, even in the presence of failure of the MBSs. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
23. Optimal Interleaving Schemes for Two-Dimensional Arrays.
- Author
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Golomb, S. W., Mena, Robert, and Wen-Qing Xu
- Subjects
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CODING theory , *DIGITAL communications , *BANDWIDTHS , *DIGITAL signal processing , *WIRELESS communications , *ALGORITHMS , *DATA compression (Telecommunication) , *INFORMATION measurement , *INFORMATION theory - Abstract
Given an m × n array of k single random error correction (or erasure) codewords, each having length l such that mn = kl, we construct optimal interleaving schemes that provide the maximum burst error correction power such that an arbitrarily shaped error burst of size can be corrected for the largest possible value of t. We show that for all such m × n arrays, the maximum possible interleaving distance, or equivalently, the largest value oft such that an arbitrary error burst of size up tot can be corrected, is bounded by └√2k┘ if k ≤, ┌(min{m, n})²/2┐, and by min{m, n} + └(k - ┌(min{m, n})²/2┐)/min{m, n}┘ if k ≥ ┌(min{m, n} )²/2]. We generalize the cyclic shifting algorithm developed by the authors in a previous paper and construct, in several special cases, optimal interleaving arrays achieving these upper bounds. Additionally, for codewords of variable lengths, we solve a related array coloring problem for which the same upper bounds hold and can be achieved. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
24. Joint Permutor Analysis and Design for Multiple Turbo Codes.
- Author
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Ching He, Lentmaier, Michael, Costello, Jr., Daniel J., and Zigangirov, Kamil Sh.
- Subjects
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DATA compression (Telecommunication) , *CODING theory , *INFORMATION theory , *DIGITAL communications , *SIGNAL processing , *SIGNAL-to-noise ratio , *WIRELESS communications , *ALGORITHMS , *DIGITAL electronics - Abstract
In this paper, we study the problem of joint permutor analysis and design for J-dimensional multiple turbo codes with J constituent encoders, J > 2. The concept of summary distance is extended to multiple permutors of size N and used as the design metric. Using the sphere-packing concept, we prove that the minimum length-2 summary distance (spread) Dmin, 2 is asymptoticly upper-bounded by O(NJ-1/Jr). We also show that the asymptotic minimum length-2L summary distance Dmin, 2L for the class of random permutors is lower-bounded by O (NJ-2/J-ϵ ), where ϵ > 0 can be arbitrarily small. Then, using the technique of expurgating "bad" symbols, we show that the spread of random permutors can achieve the optimum growth rate, i.e., O (NJ-1/J ), and that the asymptotic growth rate of Dmin, 2L can also be improved. The minimum length-2 and length-4 summary distances are studied for an important practical class of permutors-linear permutors. We prove that there exist J-dimensional multiple linear permutors with optimal spread Dmin, 2 = O(NJ-1/J ). Finally, we present several joint permutor construction algorithms applicable to multiple turbo codes of short and medium lengths. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
25. Combined and Iterative Form of Spatial and Temporal Error Concealment for Video Signals.
- Author
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Li Tang
- Subjects
- *
DIGITAL communications , *DIGITAL electronics , *TELECOMMUNICATION , *BANDWIDTHS , *DATA transmission systems , *DIGITAL media , *WIRELESS communications , *ALGORITHMS , *DECODERS (Electronics) - Abstract
Video transmission over unreliable channels may suffer from the data loss or corruption. To facilitate the transmission, video content is compressed to save the bandwidth. The compression algorithms remove the redundancies in the video signal, meanwhile increasing the dependencies among symbols in the compressed bit-stream. Thus, when errors occur, they may propagate in both space and time. Among various error control techniques, error concealment (EC) is an effective method that is performed at the decoder to mitigate the influence of errors on the quality of reconstructed images. In this paper, a joint spatial and temporal EC algorithm (JSTEC) is presented. First, several existing temporal EC algorithms are combined in an appropriate order. Then, the spatial correlation in the video is exploited in an iterative form to improve the performance of the temporal EC. Experimental results show that JSTEC performs better both in peak signal-to-noise ratio and subjective quality of images than the existing algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
26. A Multichain Backoff Mechanism for IEEE 802.11 WLANs.
- Author
-
Shiang-Rung Ye and Yu-Chee Tseng
- Subjects
- *
IEEE 802.11 (Standard) , *ALGORITHMS , *DATA transmission systems , *WIRELESS communications , *LOCAL area networks , *COMMUNICATION & technology , *MULTIPLE access protocols (Computer network protocols) , *CHANNELING (Physics) , *DIGITAL communications - Abstract
The distributed coordination function (DCF) of IEEE 802.11 standard adopts the binary exponential backoff (BEB) for collision avoidance. In DCF, the contention window is reset to an initial value, i.e., CWmin, after each successful transmission. Much research has shown that this dramatic change of window size may degrade the network performance. Therefore, backoff algorithms, such as gentle DCF (GDCF), multiplicative increase-linear decrease (MILD), exponential increase- exponential decrease (ELED), etc., have been proposed that try to keep the memory of congestion level by not resetting the contention window after each successful transmission. This paper proposes a multichain backoff (MCB) algorithm, which allows stations to adapt to different congestion levels by using more than one backoff chain together with collision events caused by stations themselves as well as other stations asindications for choosing the next backoff chain. The performance of MCB is analyzed and compared with those of 802.11 DCF, GDCF, MILD, and EIED backoff algorithms. Simulation results show that, with multiple backoff chains and collision events as reference for chain transition, MCB can offer a higher throughput while still maintaining fair channel access than the existing backoff algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
27. Self-Organizing Sensor Networks for Integrated Target Surveillance.
- Author
-
Biswas, Pratik K. and Phoha, Shashi
- Subjects
- *
SELF-organizing systems , *WIRELESS communications , *DATA transmission systems , *COMPUTER networks , *DETECTORS , *COMPUTER network protocols , *ALGORITHMS , *MATHEMATICAL models , *DIGITAL communications - Abstract
Self-organization is critical for a distributed wireless sensor network due to the spontaneous and random deployment of a large number of sensor nodes over a remote area. Such a network is often characterized by its abilities to form an organizational structure without much centralized intervention. An important design goal for a smart sensor network is to be able have an energy- efficient, self-organized configuration of sensor nodes that can scan, detect, and track targets of interest in a distributed manner. In this paper, we propose a novel self-organization protocol and describe other relevant, indigenous building blocks that can be combined to build integrated surveillance applications for self-organized sensor networks. Experiments in both simulated and real-world platforms indicate that this protocol can be useful for tracking targets that follow a predictable course. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
28. On the Design and Performance Analysis of Multisymbol Encapsulated OFDM Systems.
- Author
-
Xianbin Wang, Yiyan Wu, Chouinard, Jean-Yves, and Hsiao-Chun Wu
- Subjects
- *
ORTHOGONAL frequency division multiplexing , *BANDWIDTHS , *FOURIER transforms , *FOURIER analysis , *ALGORITHMS , *DIGITAL communications , *WIRELESS communications , *BROADBAND communication systems - Abstract
A new multicarrier system, termed multisymbol encapsulated orthogonal frequency division multiplexing (MSE-OFDM), is proposed, in which one cyclic prefix (CP) is used for multiple OFDM symbols. The original motivation for the MSE-OFDM proposal is to reduce the redundancy due to the CP in static-channel environments. The authors then found that an alternative implementation of the system can be used to improve the robustness to frequency offset and reduce the peak-to-average power ratio (PAPR). Equalization and demodulation algorithms for the MSE-OFDM system are proposed. A new preamble and the corresponding frequency-offset and channel estimation techniques are studied for the MSE-OFDM system. Using the proposed MSE-OFDM preamble, the joint maximum likelihood (ML) estimation of the frequency offset and the channel impulse response (CIR) is investigated in this paper. Possible ways to reduce the joint estimation complexity, including exploitation of the preamble structure, approximation of the joint ML estimator, and fast Fourier transform (FFT) pruning, are discussed. The performance of the proposed MSE-OFDM systems and channel estimators are analyzed and verified through numerical simulations. An analysis on the bandwidth efficiency, the performance with frequency offset, and the PAPR of the MSE-OFDM system are also presented. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
29. A Heuristic Multicast Algorithm to Support QoS Group Communications in Heterogeneous Network.
- Author
-
Hui Cheng, Jiannong Cao, and Xingwei Wang
- Subjects
- *
MULTICASTING (Computer networks) , *QUALITY of service , *HEURISTIC programming , *COMPUTER networks , *ALGORITHMS , *WIRELESS communications , *MOBILE communication systems , *DIGITAL communications - Abstract
This paper examines the problem of quality-of-service group communications in a heterogeneous network, which consists of multiple mobile ad hoc networks attached to the backbone Internet. A heuristic multicast algorithm named delay and delay variation multicast algorithm (DDVMA) is proposed. DDVMA is designed for solving the delay- and delay-variation-bounded multicast tree problem, which has been proved to be NP-complete. It can find a multicast tree satisfying the multicast end-to-end delay constraint and minimizing the multicast delay variation. Two concepts, which can help the DDVMA achieve better performance in terms of multicast delay variation than the delay and delay variation constraint algorithm that is known to be the most efficient so far, are proposed, namely, 1) the proprietary second shortest path and 2) the partially proprietary second shortest path. An analysis is given to show the correctness of DDVMA, and simulations are conducted to demonstrate the performance improvement of DDVMA in terms of multicast delay variation. It is also shown that the strategy employed by DDVMA is also applicable to handling the mobility of mobile hosts in a heterogeneous network. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
30. Optimal Base Station Selection for Anycast Routing in Wireless Sensor Networks.
- Author
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Hou, Y. Thomas, Yi Shi, and Sherali, Hanif D.
- Subjects
- *
ROUTING (Computer network management) , *NETWORK routers , *COMPUTER networks , *WIRELESS communications , *SIMULATION methods & models , *ALGORITHMS , *MOBILE communication systems , *DIGITAL communications - Abstract
Energy constraints have a significant impact on the design and operation of wireless sensor networks. This paper investigates the base station (BS) selection (or anycast) problem in wireless sensor networks. A wireless sensor network having multiple BSs (data sink nodes) is considered. Each source node must send all its locally generated data to only one of the BSs. To maximize network lifetime, it is essential to optimally match each source node to a particular BS and find an optimal routing solution. A polynomial time heuristic is proposed for optimal BS selection and anycast via a sequential fixing procedure. Through extensive simulation results, it is shown that this algorithm has excellent performance behavior and provides a near-optimal solution. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
31. A Utility-Based Distributed Maximum Lifetime Routing Algorithm for Wireless Networks.
- Author
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Yi Cui, Yuan Xue, and Nahrstedt, Klara
- Subjects
- *
FORCE & energy , *ENERGY consumption , *WIRELESS communications , *ROUTING (Computer network management) , *NETWORK routers , *ALGORITHMS , *DIGITAL communications , *ELECTRONIC systems - Abstract
Energy-efficient routing is a critical problem in multihop wireless networks due to the severe power constraint of wireless nodes. Despite its importance and many research efforts toward it, a distributed routing algorithm that maximizes network lifetime is still missing. To address this problem, this paper proposes a novel utility-based nonlinear optimization formulation to the maximum lifetime routing problem. Based on this formulation, a fully distributed localized routing algorithm is further presented, which is proved to converge at the optimal point, where the network lifetime is maximized. Solid theoretical analysis and simulation results are presented to validate the proposed solution. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
32. Link Scheduling With Power Control for Throughput Enhancement in Multihop Wireless Networks.
- Author
-
Jian Tang, Guoliang Xue, Chandler, Christopher, and Weiyi Zhang
- Subjects
- *
WIRELESS communications , *ELECTRIC networks , *LINEAR programming , *BANDWIDTHS , *ALGORITHMS , *HEURISTIC programming , *DIGITAL communications , *DATA transmission systems - Abstract
Joint scheduling and power control schemes have previously been proposed to reduce power dissipation in wireless ad hoc networks. However, instead of power consumption, throughput is a more important performance concern for some emerging multihop wireless networks, such as wireless mesh networks. This paper examines joint link scheduling and power control with the objective of throughput improvement. The MAximum THroughput link Scheduling with Power Control (MATH-SPC) problem is first formulated and then a mixed integer linear programming (MILP) formulation is presented to provide optimal solutions. However, simply maximizing the throughput may lead to a severe bias on bandwidth allocation among links. To achieve a good tradeoff between throughput and fairness, a new parameter called the demand satisfaction factor (DSF) to characterize the fairness of bandwidth allocation and formulate the MAximum Throughput fAir link Scheduling with Power Control (MATA-SPC) problem is defined. An MILP formulation and an effective polynomial-time heuristic algorithm, namely, the serial linear programming rounding (SLPR) heuristic, to solve the MATA-SPC problem are also presented. Numerical results show that bandwidth can be fairly allocated among all links/flows by solving the MILP formulation or by using the heuristic algorithm at the cost of a minor reduction of network throughput. In addition, extensions to end-to-end throughput and fairness and multiradio wireless multihop networks are discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
33. A Hierarchical Energy-Efficient Framework for Data Aggregation in Wireless Sensor Networks.
- Author
-
Chen, Yuanzhu Peter, Liestman, Arthur L., and Jiangchuan Liu
- Subjects
- *
SENSOR networks , *ENERGY consumption , *WIRELESS communications , *COMPUTER networks , *ALGORITHMS , *DETECTORS , *DIGITAL communications , *ELECTRONIC systems - Abstract
A network of sensors can be used to obtain state-based data from the area in which they are deployed. To reduce costs, the data, sent via intermediate sensors to a sink, are often aggregated (or compressed). This compression is done by a subset of the sensors called ‘aggregators.’ Inasmuch as sensors are usually equipped with small and unreplenishable energy reserves, a critical issue is to strategically deploy an appropriate number of aggregators so as to minimize the amount of energy consumed by transporting and aggregating the data. In this paper, the authors first study single-level aggregation and propose an Energy-Efficient Protocol for Aggregator Selection (EPAS) protocol. Then, they generalize it to an aggregation hierarchy and extend EPAS to Hierarchical EPAS. The optimal number of aggregators with generalized compression and power-consumption models was derived, and fully distributed algorithms for aggregator selection were presented. Simulation results show that the algorithms significantly reduce the energy consumption for data collection in wireless sensor networks. Moreover, the algorithms do not rely on particular routing protocols and are thus applicable to a broad spectrum of application environments. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
34. Equalization Algorithms in the Frequency Domain for Continuous Phase Modulations.
- Author
-
Pancaldi, Fabrizio and Vitetta, Giorgio M.
- Subjects
- *
ALGORITHMS , *PHASE modulation , *RADIO frequency modulation , *ELECTRONIC modulation , *PHASE shift keying , *WIRELESS communications , *DIGITAL communications , *ELECTRONIC feedback , *ELECTRICAL engineering - Abstract
In this paper, novel equalization algorithms for continuous phase modulations (CPMs) are illustrated. Both conventional (linear and decision-feedback) and turbo equalization techniques are derived using the Laurent decomposition of CPM signals. All of them operate in the frequency domain and process two samples of the received signal per channel symbol. Numerical results show that on one hand, conventional equalization strategies offer good performance for binary partial response signaling over severely frequency-selective wireless channels at a moderate complexity. On the other hand, there is evidence that turbo techniques provide a small energy saving at the price of a substantial computational burden. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
35. Network Information Flow With Correlated Sources.
- Author
-
Barros, João and Servetto, Sergio D.
- Subjects
- *
NETWORK analysis (Communication) , *DIRECTED graphs , *SOURCE code , *ALGORITHMS , *ENCODING , *SENSOR networks , *WIRELESS communications , *GRAPH theory , *DIGITAL communications - Abstract
Consider the following network communication setup, originating in a sensor networking application we refer to as the "sensor reachback" problem. We have a directed graph G = (V,E),where V = {v0v1…vn} and E ⊆ V × V. If (vi, vj) ∈ E, then node i can send messages to node j over a discrete memoryless channel (DMC) (χij, pij(y ∣ x), Yij), of capacity Cij. The channels are independent Each node vi gets to observe a source of information Ui(i = 0 … M), with joint distribution p( U0U1 … UM). Our goal is to solve an incast problem in G: nodes exchange messages with their neighbors, and after a finite number of communication rounds, one of the M + 1 nodes (v0 by convention) must have received enough information to reproduce the entire field of observations (U0U1 … UM), with arbitrarily small probability of error. In this paper, we prove that such perfect reconstruction is possible if and only if H(Us∣Usc) < Σ/i∈Sij∈Sc Cij for all S ⊆ {0 … M},S ≠ θ,0 ∈ Sc. Our main finding is that in this setup, a general source/channel separation theorem holds, and that Shannon information behaves as a classical network flow, identical in nature to the flow of water in pipes. At first glance, it might seem surprising that separation holds in a fairly general network situation like the one we study. A closer look, however, reveals that the reason for this is that our model allows only for independent point-to-point channels between pairs of nodes, and not multiple-access and/or broadcast channels, for which separation is well known not to hold. This "information as flow" view provides an algorithmic interpretation for our results, among which perhaps the most important one is the optimality of implementing codes using a layered protocol stack. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
36. A New Family of Unitary Space Time Codes With a Fast Parallel Sphere Decoder Algorithm.
- Author
-
Xinjia Chen, Kemin Zhou, and Aravena, Jorge L.
- Subjects
- *
RADIO transmitter fading , *ANTENNA arrays , *SPACE-time codes , *WIRELESS communications , *SIGNAL-to-noise ratio , *DECODERS & decoding , *ALGORITHMS , *CODING theory , *DIGITAL communications - Abstract
In this paper, we propose a new design criterion and a new class of unitary signal constellations for differential space-time modulation for multiple-antenna systems over Rayleigh flat-fading channels with unknown fading coefficients. Extensive simulations show that the new codes have significantly better performance than existing codes. We have compared the performance of our codes with differential detection schemes using orthogonal design, Cayley differential codes, fixed-point-free group codes, and product of groups and for the same bit-error rate, our codes allow smaller signal-to-noise ratio (SNR) by as much as 10 dB. The design of the new codes is accomplished in a systematic way through the optimization of a performance index that closely describes the bit-error rate as a function of the SNR The new performance index is computationally simple and we have derived analytical expressions for its gradient with respect to constellation parameters. Decoding of the proposed constellations is reduced to a set of one-dimensional closest point problems that we solve using parallel sphere decoder algorithms. This decoding strategy can also improve efficiency of existing codes. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
37. Dependency-Based Analytical Model for Computing Connection Blocking Rates and its Application in the Sparse Placement of Optical Converters.
- Author
-
Houmaidi, Mounire El and Bassiouni, Mostafa A.
- Subjects
- *
DATA transmission systems , *WAVELENGTH division multiplexing , *OPTICAL communications , *MULTIPLEXING , *WIRELESS communications , *ELECTRIC network topology , *DIGITAL communications , *ALGORITHMS , *ELECTRIC network analysis - Abstract
In this paper, we present a new analytical model that captures link dependencies in all-optical wavelength-division multiplexing (WDM) networks under uniform traffic and enables the estimation of connection-blocking probabilities more accurately than previously possible. The basic formula of the dependency between two links in this model reflects their degree of adjacency, the degree of connectivity of the nodes composing them, and their carried traffic. Our validation tests have shown that the analytical dependency model gives accurate results and successfully captures the main dependency characteristics observed in the simulation measurements. The usefulness of the model is illustrated by showing how to use it in enhancing a simulation-based algorithm that we recently proposed for the sparse placement of full wavelength converters in WDM networks. To analytically handle the presence of wavelength converters, a lightpath containing converters is divided into smaller subpaths, such that each subpath is a wavelength-continuous path, and the nodes shared between these subpaths are full wavelength-conversion-capable. The blocking probability of the entire path is obtained by computing the probabilities in the individual subpaths. We validate the analytically-based sparse placement algorithm by comparing it with its simulation-based counterpart using a number of network topologies. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
38. Iterative Tree Search Detection for MIMO Wireless Systems.
- Author
-
de Jong, Yvo L. C. and Willink, Tricia J.
- Subjects
- *
MIMO systems , *TELECOMMUNICATION systems , *WIRELESS communications , *DIGITAL communications , *ALGORITHMS , *COMPUTER simulation - Abstract
This paper presents a reduced-complexity soft-input soft-output detection scheme, called iterative tree search detection for multiple-input multiple-output wireless communication systems employing turbo processing at the receiver. In this scheme, a reduced search space is selected with the aid of the M-algorithm, and QAM signal constellations with block partitionable labels are independent of the modulation order, as well as asymptotically linear in the number of transmit antennas. Results from computer simulations are presented which demonstrate the capability of the scheme to approach optimal performance at considerable reduced complexity. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
39. An Efficient Resource-Allocation Scheme for Spatial Multiuser Access in MIMO/OFDM Systems.
- Author
-
Zhang, Ying Jun and Letaief, Khaled Ben
- Subjects
- *
TELECOMMUNICATION systems , *TECHNOLOGY , *TELECOMMUNICATION , *WIRELESS communications , *DIGITAL communications , *QUALITY control , *ALGORITHMS - Abstract
Fast adaptive transmission has been recently identified as a key technology for exploiting potential system diversity and improving power-spectral efficiency in wireless communication systems. In this paper, an adaptive resource-allocation approach, which jointly adapts subcarrier allocation, power distribution, and bit distribution according to instantaneous channel conditions, is proposed for multiuser multiple-input multiple-output (MIMO)/orthogonal frequency-division multiplexing systems. The resultant scheme is able to: 1) optimize the power efficiency; 2) guarantee each user's quality of service requirements, including bit-error rate and data rate; 3) ensure fairness to all the active users; and 4) be applied to systems with various types of multiuser-detection schemes at the receiver. For practical implementation, a reduced-complexity allocation algorithm is developed. This algorithm decouples the complex multiuser joint resource-allocation problem into simple single-user optimization problems by controlling the subcarrier sharing according to the users' spatial separability. Numerical results show that significant power and diversity gains are achievable, compared with non-adaptive systems. It is also demonstrated that the MIMO system is able to multiplex several users without sacrificing antenna diversity by using the proposed algorithm. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
40. A Computational Paradigm for Space-Time Multiuser Detection.
- Author
-
Welburn, Lisa, James K. Cavers, and Sowerby, Kevin W.
- Subjects
- *
WIRELESS communications , *TELECOMMUNICATION systems , *CELL phone systems , *CODE division multiple access , *ALGORITHMS , *DIGITAL communications - Abstract
In a general wireless system, cells are loosely defined and user signals appear at multiple antennas with various powers and delays. Despite the enormous performance benefits of system-wide maximum-likelihood multiuser detection (ML MUD), its application to such systems is hampered by the lack of a regular structure. Prior work usually dismisses the possibility on computational grounds as exponential in the total number of users, at least. This paper is the first to address efficient computation of system-wide ML MUD. We present a computational organization that achieves dramatic reduction in complexity through exploitation of the partial overlap of user sets at different antennas. This algorithm, which applies to code-division multiple access or narrowband systems, can be viewed as a spatiotemporal extension of the well-known Viterbi algorithm (VA), and, like the VA, it is derived from dynamic programming principles. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
41. Performance of Proactive Earliest Due Date Packet Scheduling in Wireless Networks.
- Author
-
Kong, Peng-yong and Teh, Keng-hoe
- Subjects
- *
WIRELESS communications , *TELECOMMUNICATION systems , *DATA transmission systems , *DIGITAL communications , *ALGORITHMS , *ALGEBRA - Abstract
With the convergence of multimedia applications and wireless communications, there is a need to support real-time traffic in wireless networks. In general, real-time packets must be delivered before a certain delay upper bound. In the literature, feasible earliest due date (FEDD) is one of the scheduling algorithms proposed to provide packet delay upper bound guarantees over a time-varying wireless channel. However, FEDD is reactive with respect to changes in the wireless channel. In view of this, we propose a novel deadline-based scheduling algorithm called proactive earliest due date (PEDD), which dynamically adjusts a packet's deadline in anticipation of an upcoming change in the channel condition. Similar to FEDD, PEDD is idealistic, as they both assume the availability of the exact channel knowledge. This is not implementable and, thus, this paper further proposes a realistic version of PEDD, called R-PEDD. R-PEDD uses a probing mechanism to acquire the channel knowledge, which in turn is used for the packet deadline adjustment. Since probe packets consume bandwidth, a modified version of R-PEDD, called R-PEDD+ is proposed to derive the required channel information from recent packet transmissions. We have performed extensive simulations using OPNET to evaluate the performance of these proposed algorithms. In short, PEDD always outperforms a couple of existing algorithms in the literature. R-PEDD and R-PEDD+ are both capable of approximating the performance of the idealistic PEDD in a realistic wireless channel. However, their performance deteriorates with more rapid changes in the channel condition. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
42. Peak Sidelobe Level Reduction With a Hybrid Approach Based on GAs and Difference Sets.
- Author
-
Caorsi, Salvatore, Lommi, Andrea, Massa, Andrea, and Pastorino, Matteo
- Subjects
- *
ALGORITHMS , *DIGITAL communications , *ANTENNA arrays , *MONOPOLE antennas , *DIGITAL electronics , *WIRELESS communications - Abstract
This paper presents an approach for the optimization of the beam pattern produced by massively thinned arrays. The method, which combines the most attractive features of a genetic algorithm and those of a combinatorial technique (namely, the difference sets method), is aimed at synthesizing massively thinned antenna arrays in order to suitably reduce the peak sidelobe level. Selected numerical results are presented in order to assess the effectiveness and reliability of the proposed approach. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
43. Reconfigurable Digital Front-End Hardware for Wireless Base-Station Transmitters: Analysis, Design and FPGA Implementation.
- Author
-
Lashkarian, Navid, Hemphill, Ed, Tarn, Helen, Parekh, Hemang, and Dick, Chris
- Subjects
- *
FIELD programmable gate arrays , *TRANSMITTERS (Communication) , *DIGITAL communications , *WIRELESS communications , *CODE division multiple access , *DIGITAL signal processing , *ALGORITHMS - Abstract
A versatile digital front-end architecture is designed and implemented on field-programmable gate array (FPGA) technology. The architecture includes the digital up-conversion, and peak-to-average power ratio (PAPR) reduction blocks that are applicable to down-link data paths in multi-band wireless base stations such as WCDMA or Wimax systems. Transmitter linearity requirements are addressed and tradeoff analysis for design and optimization of the PAPR reduction algorithm within the context of the error vector magnitude and adjacent channel leakage ratio quality metrics are studied. Statistical characteristics of the clipping noise are analyzed and a novel method for clipping the multi-band signal under the phase invariant constraint is proposed. Our study also includes mapping of the signal processing algorithms onto Xilinx Virtex-4™ FPGA device and addresses the resource utilization and efficient hardware implementation of the above signal processing blocks. Performance assessments and hardware validation of the proposed architecture are also addressed. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
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