13 results on '"Darwazeh, Izzat"'
Search Results
2. Index Modulation Pattern Design for Non-Orthogonal Multicarrier Signal Waveforms
- Author
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Chen, Yinglin, Xu, Tongyang, Darwazeh, Izzat, Chen, Yinglin, Xu, Tongyang, and Darwazeh, Izzat
- Abstract
Spectral efficiency improvement is a key focus in most wireless communication systems and achieved by various means such as using large antenna arrays and/or advanced modulation schemes and signal formats. This work proposes to further improve spectral efficiency through combining non-orthogonal spectrally efficient frequency division multiplexing (SEFDM) systems with index modulation (IM), which can efficiently make use of the indices of activated subcarriers as communication information. Recent research has verified that IM may be used with SEFDM to alleviate inter-carrier interference (ICI) and improve error performance. This work proposes new SEFDM signal formats based on novel activation pattern designs, which limit the locations of activated subcarriers and enable a variable number of activated subcarriers in each SEFDM subblock. SEFDM-IM system designs are developed by jointly considering activation patterns, modulation schemes and signal waveform formats, with a set of solutions evaluated under different spectral efficiency scenarios. Detailed modelling of coded systems and simulation studies reveal that the proposed designs not only lead to better bit error rate (BER) but also lower peak-to-average power ratio (PAPR) and reduced computational complexity relative to other reported index-modulated systems.
- Published
- 2022
3. An Experimental Proof of Concept for Integrated Sensing and Communications Waveform Design
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Xu, Tongyang, Liu, Fan, Masouros, Christos, Darwazeh, Izzat, Xu, Tongyang, Liu, Fan, Masouros, Christos, and Darwazeh, Izzat
- Abstract
The integration of sensing and communication (ISAC) functionalities have recently gained significant research interest as a hardware-, power-, spectrum- and cost- efficient solution. This experimental work focuses on a dual-functional radar sensing and communication framework where a single radiation waveform, either omnidirectional or directional, can realize both radar sensing and communication functions. We study a trade-off approach that can balance the performance of communications and radar sensing. We design an orthogonal frequency division multiplexing (OFDM) based multi-user multiple input multiple output (MIMO) software-defined radio (SDR) testbed to validate the dual-functional model. We carry out over-the-air experiments to investigate the optimal trade-off factor to balance the performance for both functions. On the radar performance, we measure the output beampatterns of our transmission to examine their similarity to simulation based beampatterns. On the communication side, we obtain bit error rate (BER) results from the testbed to show the communication performance using the dual-functional waveform. Our experiment reveals that the dual-functional approach can achieve comparable BER performance with pure communication-based solutions while maintaining fine radar beampatterns simultaneously.
- Published
- 2022
4. Wavelet Classification for Over-the-Air Non-Orthogonal Waveforms
- Author
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Xu, Tongyang, Darwazeh, Izzat, Xu, Tongyang, and Darwazeh, Izzat
- Abstract
Non-cooperative communications using non-orthogonal multicarrier signals are challenging since self-created inter carrier interference (ICI) exists, which would prevent successful signal classification. Deep learning (DL) can deal with the classification task without domain-knowledge at the cost of training complexity since neural network hyperparameters have to be extensively tuned. Previous work showed that a tremendously trained convolutional neural network (CNN) classifier can efficiently identify feature-diversity dominant signals while it failed when feature-similarity dominates. Therefore, a pre-processing strategy, which can amplify signal feature diversity is of great importance. This work applies single-level wavelet transform to manually extract time-frequency features from non-orthogonal signals. Composite statistical features are investigated and the wavelet enabled two-dimensional time-frequency feature grid is further simplified into a one-dimensional feature vector via proper statistical transform. The dimensionality reduced features are fed to an error-correcting output codes (ECOC) model, consisting of multiple binary support vector machine (SVM) learners, for multiclass signal classification. Low-cost experiments reveal 100% classification accuracy for feature-diversity dominant signals and 90% for feature-similarity dominant signals, which is nearly 28% accuracy improvement when compared with the CNN classification results.
- Published
- 2020
5. Design and Prototyping of Hybrid Analogue Digital Multiuser MIMO Beamforming for Non-Orthogonal Signals
- Author
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Xu, Tongyang, Masouros, Christos, Darwazeh, Izzat, Xu, Tongyang, Masouros, Christos, and Darwazeh, Izzat
- Abstract
To enable user diversity and multiplexing gains, a fully digital precoding multiple input multiple output (MIMO) architecture is typically applied. However, a large number of radio frequency (RF) chains make the system unrealistic to low-cost communications. Therefore, a practical three-stage hybrid analogue-digital precoding architecture, occupying fewer RF chains, is proposed aiming for a non-orthogonal IoT signal in low-cost multiuser MIMO systems. The non-orthogonal waveform can flexibly save spectral resources for massive devices connections or improve data rate without consuming extra spectral resources. The hybrid precoding is divided into three stages including analogue-domain, digital-domain and waveform-domain. A codebook based beam selection simplifies the analogue-domain beamforming via phase-only tuning. Digital-domain precoding can fine-tune the codebook shaped beam and resolve multiuser interference in terms of both signal amplitude and phase. In the end, the waveform-domain precoding manages the self-created inter carrier interference (ICI) of the non-orthogonal signal. This work designs over-the-air signal transmission experiments for fully digital and hybrid precoding systems on software defined radio (SDR) devices. Results reveal that waveform precoding accuracy can be enhanced by hybrid precoding. Compared to a transmitter with the same RF chain resources, hybrid precoding significantly outperforms fully digital precoding by up to 15.6 dB error vector magnitude (EVM) gain. A fully digital system with the same number of antennas clearly requires more RF chains and therefore is low power-, space- and cost- efficient. Therefore, the proposed three-stage hybrid precoding is a quite suitable solution to non-orthogonal IoT applications.
- Published
- 2019
6. Deep Learning for Over-the-Air Non-Orthogonal Signal Classification
- Author
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Xu, Tongyang, Darwazeh, Izzat, Xu, Tongyang, and Darwazeh, Izzat
- Abstract
Non-cooperative communications, where a receiver can automatically distinguish and classify transmitted signal formats prior to detection, are desirable for low-cost and low-latency systems. This work focuses on the deep learning enabled blind classification of multi-carrier signals covering their orthogonal and non-orthogonal varieties. We define two signal groups, in which Type-I includes signals with large feature diversity while Type-II has strong feature similarity. We evaluate time-domain and frequency-domain convolutional neural network (CNN) models in simulation with wireless channel/hardware impairments. Simulation results reveal that the time-domain neural network training is more efficient than its frequency-domain counterpart in terms of classification accuracy and computational complexity. In addition, the time-domain CNN models can classify Type-I signals with high accuracy but reduced performance in Type-II signals because of their high signal feature similarity. Experimental systems are designed and tested, using software defined radio (SDR) devices, operated for different signal formats to form full wireless communication links with line-of-sight and non-line-of-sight scenarios. Testing, using four different time-domain CNN models, showed the pre-trained CNN models to have limited efficiency and utility due to the mismatch between the analytical/simulation and practical/real-world environments. Transfer learning, which is an approach to fine-tune learnt signal features, is applied based on measured over-the-air time-domain signal samples. Experimental results indicate that transfer learning based CNN can efficiently distinguish different signal formats in both line-of-sight and non-line-of-sight scenarios with great accuracy improvement relative to the non-transfer-learning approaches.
- Published
- 2019
7. Experimental Demonstration of Staggered CAP Modulation for Low Bandwidth Red-Emitting Polymer-LED based Visible Light Communications
- Author
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Haigh, Paul Anthony, Minotto, Alessandro, Burton, Andrew, Ghassemlooy, Zabih, Murto, Petri, Genene, Zewdneh, Mammo, Wendimagegn, Andersson, Mats R., Wang, Ergang, Cacialli, Franco, Darwazeh, Izzat, Haigh, Paul Anthony, Minotto, Alessandro, Burton, Andrew, Ghassemlooy, Zabih, Murto, Petri, Genene, Zewdneh, Mammo, Wendimagegn, Andersson, Mats R., Wang, Ergang, Cacialli, Franco, and Darwazeh, Izzat
- Abstract
In this paper we experimentally demonstrate, for the first time, staggered carrier-less amplitude and phase (sCAP) modulation for visible light communication systems based on polymer light-emitting diodes emitting at ~639 nm. The key advantage offered by sCAP in comparison to conventional multiband CAP is its full use of the available spectrum. In this work, we compare sCAP, which utilises four orthogonal filters to generate the signal, with a conventional 4-band multi-CAP system and on-off keying (OOK). We transmit each modulation format with equal energy and present a record un-coded transmission speed of ~6 Mb/s. This represents gains of 25% and 65% over the achievable rate using 4-CAP and OOK, respectively., Comment: 6 pages, 9 figures, IEEE ICC 2019 conference
- Published
- 2019
8. Real-Time Experimental Demonstration of Multi-band CAP Modulation in a VLC System with Off-the-Shelf LEDs
- Author
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Haigh, Paul Anthony, Darwazeh, Izzat, Haigh, Paul Anthony, and Darwazeh, Izzat
- Abstract
We demonstrate, for the first time, m-CAP modulation using off-the-shelf LEDs in a VLC in real time experimental setup using field programmable gate arrays based in universal software radio peripherals (USRPs). We demonstrate transmission speeds up to ~30 Mb/s can be achieved, which supports high definition television streaming., Comment: 2 pages, 4 figures, IEEE INFOCOM Demonstrations
- Published
- 2019
9. Non-Orthogonal Multi-band CAP for Highly Spectrally Efficient VLC Systems
- Author
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Haigh, Paul Anthony, Chvojka, Petr, Ghassemlooy, Zabih, Zvanovec, Stanislav, Darwazeh, Izzat, Haigh, Paul Anthony, Chvojka, Petr, Ghassemlooy, Zabih, Zvanovec, Stanislav, and Darwazeh, Izzat
- Abstract
In this work we propose and experimentally demonstrate a novel non-orthogonal multi-band carrier-less amplitude and phase (NM-CAP) scheme for bandlimited visible light communication systems in order to increase the spectral efficiency. We show that a bandwidth saving up to 30% can be achieved thus resulting in 44% improvement in the measured spectral efficiency with no further bit error rate performance degradation compared to the traditional m-CAP scheme. We also show that higher order systems can provide higher bandwidth compression than low order systems. Furthermore, with no additional functional blocks at the transmitter or the receiver the proposed scheme introduces no extra computational complexity., Comment: 6 pages, 5 figures
- Published
- 2018
10. Microwave Active Circuit Analysis and Design
- Author
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Poole, Clive, Darwazeh, Izzat, Poole, Clive, Poole, Clive, Darwazeh, Izzat, and Poole, Clive
- Abstract
This book teaches the skills and knowledge required by today's RF and microwave engineer in a concise, structured and systematic way. Reflecting modern developments in the field, this book focuses on active circuit design covering the latest devices and design techniques. From electromagnetic and transmission line theory and S-parameters through to amplifier and oscillator design, techniques for low noise and broadband design; This book focuses on analysis and design including up to date material on MMIC design techniques. With this book you will: Learn the basics of RF and microwave circuit analysis and design, with an emphasis on active circuits, and become familiar with the operating principles of the most common active system building blocks such as amplifiers, oscillators and mixersBe able to design transistor-based amplifiers, oscillators and mixers by means of basic design methodologiesBe able to apply established graphical design tools, such as the Smith chart and feedback mappings, to the design RF and microwave active circuits Acquire a set of basic design skills and useful tools that can be employed without recourse to complex computer aided designStructured in the form of modular chapters, each covering a specific topic in a concise form suitable for delivery in a single lectureEmphasis on clear explanation and a step-by-step approach that aims to help students to easily grasp complex concepts Contains tutorial questions and problems allowing readers to test their knowledgeAn accompanying website containing supporting material in the form of slides and software (MATLAB) listingsUnique material on negative resistance oscillator design, noise analysis and three-port design techniquesCovers the latest developments in microwave active circuit design with new approaches that are not covered elsewhere
- Published
- 2015
11. Microwave Active Circuit Analysis and Design
- Author
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Poole, Clive, Darwazeh, Izzat, Poole, Clive, Poole, Clive, Darwazeh, Izzat, and Poole, Clive
- Abstract
This book teaches the skills and knowledge required by today's RF and microwave engineer in a concise, structured and systematic way. Reflecting modern developments in the field, this book focuses on active circuit design covering the latest devices and design techniques. From electromagnetic and transmission line theory and S-parameters through to amplifier and oscillator design, techniques for low noise and broadband design; This book focuses on analysis and design including up to date material on MMIC design techniques. With this book you will: Learn the basics of RF and microwave circuit analysis and design, with an emphasis on active circuits, and become familiar with the operating principles of the most common active system building blocks such as amplifiers, oscillators and mixersBe able to design transistor-based amplifiers, oscillators and mixers by means of basic design methodologiesBe able to apply established graphical design tools, such as the Smith chart and feedback mappings, to the design RF and microwave active circuits Acquire a set of basic design skills and useful tools that can be employed without recourse to complex computer aided designStructured in the form of modular chapters, each covering a specific topic in a concise form suitable for delivery in a single lectureEmphasis on clear explanation and a step-by-step approach that aims to help students to easily grasp complex concepts Contains tutorial questions and problems allowing readers to test their knowledgeAn accompanying website containing supporting material in the form of slides and software (MATLAB) listingsUnique material on negative resistance oscillator design, noise analysis and three-port design techniquesCovers the latest developments in microwave active circuit design with new approaches that are not covered elsewhere
- Published
- 2015
12. Microwave Active Circuit Analysis and Design
- Author
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Poole, Clive, Darwazeh, Izzat, Poole, Clive, Poole, Clive, Darwazeh, Izzat, and Poole, Clive
- Abstract
This book teaches the skills and knowledge required by today's RF and microwave engineer in a concise, structured and systematic way. Reflecting modern developments in the field, this book focuses on active circuit design covering the latest devices and design techniques. From electromagnetic and transmission line theory and S-parameters through to amplifier and oscillator design, techniques for low noise and broadband design; This book focuses on analysis and design including up to date material on MMIC design techniques. With this book you will: Learn the basics of RF and microwave circuit analysis and design, with an emphasis on active circuits, and become familiar with the operating principles of the most common active system building blocks such as amplifiers, oscillators and mixersBe able to design transistor-based amplifiers, oscillators and mixers by means of basic design methodologiesBe able to apply established graphical design tools, such as the Smith chart and feedback mappings, to the design RF and microwave active circuits Acquire a set of basic design skills and useful tools that can be employed without recourse to complex computer aided designStructured in the form of modular chapters, each covering a specific topic in a concise form suitable for delivery in a single lectureEmphasis on clear explanation and a step-by-step approach that aims to help students to easily grasp complex concepts Contains tutorial questions and problems allowing readers to test their knowledgeAn accompanying website containing supporting material in the form of slides and software (MATLAB) listingsUnique material on negative resistance oscillator design, noise analysis and three-port design techniquesCovers the latest developments in microwave active circuit design with new approaches that are not covered elsewhere
- Published
- 2015
13. Subcarrier multiplexing in optical communication network
- Author
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Wilson, Brett, Ghassemlooy, Zabih, Darwazeh, Izzat, Davies, Phil A., Gomes, Nathan J., Wilson, Brett, Ghassemlooy, Zabih, Darwazeh, Izzat, Davies, Phil A., and Gomes, Nathan J.
- Abstract
In this chapter, the principles behind subcarrier multiplexing (SCM), the factors affecting component and system performance and its application potential are discussed. SCM makes efficient use of available bandwidth and, even when techniques to reduce bandwidth in purely digital systems are considered, SCM remains less complex and expensive. The RF/microwave components required are often readily available from other systems (e.g. radio, radar, satellite) again reducing costs. The performance requirements for SCM systems are different to those for typical digital optical communications systems. Generally, these are more stringent regarding noise and nonlinearities, especially for multichannel applications. However, the correct choice of components and system design, perhaps with the use of compensation techniques, does allow these requirements to be met. The compatibility of SCM with many other types of RF/microwave systems and its flexibility makes it useful in a variety of applications, from antenna remoting and CATV to local-area networks. Probably the most significant feature of this flexibility, for the near-term application of SCM techniques, is its ability to allow an evolutionary development of existing networks into broadband-ISDN with low initial installed costs.
- Published
- 1995
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