6 results on '"Moustakas, Aris L."'
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2. Gallager Bound for MIMO Channels: Large- $N$ Asymptotics.
- Author
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Karadimitrakis, Apostolos, Moustakas, Aris L., and Couillet, Romain
- Abstract
The use of multiple antenna arrays in transmission and reception has become an integral part of modern wireless communications. To quantify the performance of such systems, the evaluation of bounds on the error probability of realistic finite length codewords is important. In this paper, we analyze the standard Gallager error bound for both constraints of maximum average power and maximum instantaneous power. Applying techniques from random matrix theory, we obtain analytic expressions of the error exponent when the length of the codeword increases to infinity at a fixed ratio with the antenna array dimensions. Analyzing its behavior at rates close to the ergodic rate, we find that the Gallager error bound becomes asymptotically close to an upper error bound obtained recently by Hoydis et al. 2015. We also obtain an expression for the Gallager exponent in the case when the codelength spans several Rayleigh fading blocks, hence taking into account the situation when the channel varies during each transmission. [ABSTRACT FROM PUBLISHER]
- Published
- 2018
- Full Text
- View/download PDF
3. Vector Precoding for Gaussian MIMO Broadcast Channels: Impact of Replica Symmetry Breaking.
- Author
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Zaidel, Benjamin M., Muller, Ralf R., Moustakas, Aris L., and de Miguel, Rodrigo
- Subjects
VECTOR analysis ,CODING theory ,MIMO systems ,BROADCASTING industry ,SYMMETRY breaking ,PERFORMANCE evaluation ,SIGNAL-to-noise ratio - Abstract
The “replica method” of statistical physics is employed for the large-system analysis of vector precoding for the Gaussian multiple-input multiple-output broadcast channel. The transmitter comprises a linear front-end combined with nonlinear precoding, minimizing transmit energy by means of input alphabet relaxation. For the common discrete lattice-based relaxation, the problem violates replica symmetry and a replica symmetry breaking (RSB) ansatz is taken. The limiting empirical distribution of the precoder's output and the limiting transmit energy are derived for one-step RSB. Particularizing to a “zero-forcing” (ZF) linear front-end, a decoupling result is derived. For discrete lattice-based relaxations, the impact of RSB is demonstrated for the transmit energy. The spectral efficiencies of the aforementioned precoding methods are compared to linear ZF and Tomlinson–Harashima precoding (THP). Focusing on quaternary phase shift-keying (QPSK), significant performance gains of both lattice and convex relaxations are revealed for medium to high signal-to-noise ratios (SNRs) when compared to linear ZF precoding. THP is shown to be outperformed as well. Comparing certain lattice-based relaxations for QPSK against a convex counterpart, the latter is found to be superior for low and high SNRs but slightly inferior for medium SNRs in terms of spectral efficiency. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
4. On the Outage Capacity of Correlated Multiple-Path MIMO Channels.
- Author
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Moustakas, Aris L. and Simon, Steven H.
- Subjects
- *
ANTENNAS (Electronics) , *ANTENNA arrays , *WIRELESS communications , *BROADBAND communication systems , *MIMO systems , *KRONECKER products , *TELECOMMUNICATION systems , *CODE division multiple access , *DATA transmission systems - Abstract
The use of multiple-antenna arrays can dramatically increase the throughput of wireless communication systems. Thus, it is important to characterize the statistics of the mutual information for realistic correlated channels. Here, a mathematical approach is presented, using the method of replicas, that provides analytic expressions not only for the average, but also for the higher moments of the distribution of the mutual information for the most general zero-mean Gaussian multiple-input multiple-output (MIMO) channels when the channel is known at the receiver. These channels include multitap delay paths, and channels with covariance matrices that cannot be written as a Kronecker product, such as general dual-polarized correlated antenna arrays. This approach is formally valid for large antenna numbers, in which case all cumulant moments of the distribution, other than the first two, scale to zero. In addition, it is shown that the replica-symmetric result is valid if the variance of the mutual information is positive and finite. In this case, it is shown that the distribution of the mutual information tends to a Gaussian, which enables the calculation of the outage capacity. These results are quite accurate even for few antennas, which makes this approach applicable to realistic situations. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
5. Intelligent Antenna Solutions for UMTS: Algorithms and Simulation Results.
- Author
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Monogioudis, Pantelis, Conner, Keith, Das, Deepak, Gollamudi, Sridhar, Lee, Jung Ah C., Moustakas, Aris L., Nagaraj, Shirish, Rao, Anil M., Soni, Robert A., and Yuan, Yifei
- Subjects
ANTENNAS (Electronics) ,ANTENNA arrays ,ALGORITHMS ,WIRELESS communications ,ELECTRONIC equipment ,APERTURE antennas - Abstract
This article outlines the development of intelligent antenna (IA) solutions for UMTS, a third- generation W-CDMA system. Since the selection of an antenna configuration paired with realizable uplink/downlink algorithms that can satisfy all operating environments is a broad task, this article focus is on cost-effective antenna arrays for macrocells. Algorithms that exploit the antenna configurations and act at both the physical and MAC layers are highlighted and supported by simulation results. Two solutions stand out for UMTS: a universal beamforming algorithm that unifies user-specific and fixed beamforming under one framework, and multibeam scheduling (MBS) that significantly increases downlink packet data throughput using the concept of code reuse in conjunction with beamforming. The article summarizes the critical issues that were faced in the development of an IA solution capable of delivering the theoretically promised benefits to end users. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
6. MIMO Capacity Through Correlated Channels in the Presence of Correlated Interferers and Noise: A (Not So) Large N Analysis.
- Author
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Moustakas, Aris L., Simon, Steven H., and Sengupta, Anirvan M.
- Subjects
- *
WIRELESS communications , *ANTENNAS (Electronics) , *ANTENNA arrays , *RANDOM matrices - Abstract
The use of multiple-antenna arrays in both transmission and reception promises huge increases in the throughput of wireless communication systems. It is therefore important to analyze the capacities of such systems in realistic situations, which may include spatially correlated channels and correlated noise, as well as correlated interferers with known channel at the receiver. Here, we present an approach that provides analytic expressions for the statistics, i.e., the moments of the distribution, of the mutual information of multiple-antenna systems with arbitrary correlations, interferers, and noise. We assume that the channels of the signal and the interference are Gaussian with arbitrary covariance. Although this method is valid formally for large antenna numbers, it produces extremely accurate results even for arrays with as few as two or three antennas. We also develop a method to analytically optimize over the input signal covariance, which enables us to calculate analytic capacities when the transmitter has knowledge of the statistics of the channel (i.e., the channel covariance). In many cases of interest, this capacity is very close to the full closed-loop capacity, in which the transmitter has instantaneous channel knowledge. We apply this analytic approach to a number of examples and we compare our results with simulations to establish the validity of this approach. This method provides a simple tool to analyze the statistics of throughput for arrays of any size. The emphasis of this paper is on elucidating the novel mathematical methods used. [ABSTRACT FROM AUTHOR]
- Published
- 2003
- Full Text
- View/download PDF
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