アレイ処理およびセンサーネットワーク・ハンドブック
Handbook on Array Processing and Sensor Networks
Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Haykin, Simon
Liu, K. J. Ray
- 出版社:IEEE
- 出版年月:2010年 01月
- ISBN:9780470371763
- 装丁:HRD
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装丁について
- 言語:ENG
- 巻数・ページ数:904 p.
- 分類: 通信一般
- DDC分類:621.3824
- 内容紹介:
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Focusing on fundamental principles as well as applications, the handbook provides exhaustive coverage of: wavelets; spatial spectrum estimation; MIMO radio propagation; robustness issues in sensor array processing; wireless communications and sensing in multi-path environments using multi-antenna transceivers; implicit training and array processing for digital communications systems; unitary design of radar waveform diversity sets; acoustic array processing for speech enhancement; acoustic beamforming for hearing aid applications; undetermined blind source separation using acoustic arrays; array processing in astronomy; digital 3D/4D ultrasound imaging technology; self-localization of sensor networks; multi-target tracking and classification in collaborative sensor networks via sequential Monte Carlo; energy-efficient decentralized estimation; sensor data fusion with application to multi-target tracking; distributed algorithms in sensor networks; cooperative communications; distributed source coding; network coding for sensor networks; information-theoretic studies of wireless networks; distributed adaptive learning mechanisms; routing for statistical inference in sensor networks; spectrum estimation in cognitive radios; nonparametric techniques for pedestrian tracking in wireless local area networks; signal processing and networking via the theory of global games; biochemical transport modeling, estimation, and detection in realistic environments; and security and privacy for sensor networks.