| Description |
1 online resource |
| Note |
Includes index. |
| Contents |
Wireless systems models -- Adaptive detection algorithms -- Robust RLS adaptive algorithms -- Quadratically constrained robust detection -- Robust constant modulus algorithms -- Robust adaptive beamforming -- Minimum ber adaptive detection and beamforming. |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
This book presents an alternative and simplified approaches for the robust adaptive detection and beamforming in wireless communications. It adopts several systems models including DS/CDMA, OFDM/MIMO with antenna array, and general antenna arrays beamforming model. It presents and analyzes recently developed detection and beamforming algorithms with an emphasis on robustness. In addition, simplified and efficient robust adaptive detection and beamforming techniques are presented and compared with exiting techniques. Practical examples based on the above systems models are provided to exemplify the developed detectors and beamforming algorithms. Moreover, the developed techniques are implemented using MATLAB-and the relevant MATLAB scripts are provided to help the readers to develop and analyze the presented algorithms. Simplified Robust Adaptive Detection and Beamforming for Wireless Communications starts by introducing readers to adaptive signal processing and robust adaptive detection. It then goes on to cover Wireless Systems Models. The robust adaptive detectors and beamformers are implemented using the well-known algorithms including LMS, RLS, IQRD-RLS, RSD, BSCMA, CG, and SD. The robust detection and beamforming are derived based on the existing detectors/beamformers including Moe, PLIC, LCCMA, LCMV, MVDR, BSCMA, and MBER. The adopted cost functions include MSE, BER, CM, MV, and SINR/SNR. |
| Subject |
Adaptive signal processing.
|
|
Beamforming.
|
|
Wireless communication systems.
|
|
Traitement adaptatif du signal. |
|
Formation de faisceau. |
|
Transmission sans fil. |
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Adaptive signal processing |
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Beamforming |
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Wireless communication systems |
| Other Form: |
Print version: ElNashar, Ayman. Simplified robust adaptive detection and beamforming for wireless communications. First edition. Hoboken, NJ : John Wiley & Sons, 2018 9781118938249 (DLC) 2017060724 |
| ISBN |
9781118938232 (pdf) |
|
1118938232 |
|
9781118938225 (epub) |
|
1118938224 |
|
9781118938218 |
|
1118938216 |
|
(cloth) |
|
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