Handbook on Array Processing and Sensor Networks (Hardcover)

Simon Haykin, K. J. Ray Liu

  • 出版商: IEEE
  • 出版日期: 2010-01-01
  • 定價: $6,420
  • 售價: 9.5$6,099
  • 語言: 英文
  • 頁數: 924
  • 裝訂: Hardcover
  • ISBN: 0470371765
  • ISBN-13: 9780470371763
  • 相關分類: 感測器 Sensor
  • 立即出貨 (庫存 < 3)

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商品描述

A handbook on recent advancements and the state of the art in array processing and sensor Networks

Handbook on Array Processing and Sensor Networks provides readers with a collection of tutorial articles contributed by world-renowned experts on recent advancements and the state of the art in array processing and sensor networks.

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.

Handbook on Array Processing and Sensor Networks is the first book of its kind and will appeal to researchers, professors, and graduate students in array processing, sensor networks, advanced signal processing, and networking.

商品描述(中文翻譯)

《陣列處理和感測網路手冊》是一本關於陣列處理和感測網路最新進展和最前沿技術的手冊,其中包含了世界知名專家撰寫的教學文章。本手冊著重於基本原理和應用,全面涵蓋了以下內容:小波;空間頻譜估計;MIMO無線電傳播;感測器陣列處理中的穩健性問題;使用多天線收發器在多路徑環境中進行無線通信和感測;數字通信系統中的隱式訓練和陣列處理;雷達波形多樣性集的單位設計;語音增強的聲學陣列處理;助聽器應用中的聲學波束成形;使用聲學陣列進行未確定盲源分離;天文學中的陣列處理;數字3D/4D超聲成像技術;感測網路的自定位;通過順序蒙特卡羅在協作感測網路中進行多目標跟踪和分類;節能的分散式估計;應用於多目標跟踪的感測數據融合;感測網路中的分散式算法;協作通信;分散式源編碼;感測網路的網路編碼;無線網路的信息理論研究;分散式自適應學習機制;感測網路中的路由統計推斷;認知無線電的頻譜估計;無線局域網中行人跟踪的非參數技術;基於全局博弈理論的信號處理和網絡;在現實環境中的生物化學傳輸建模、估計和檢測;以及感測網路的安全和隱私保護。

《陣列處理和感測網路手冊》是首本此類書籍,適合陣列處理、感測網路、高級信號處理和網絡的研究人員、教授和研究生閱讀。