handbook on array processing and sensor networks pdf

Handbook On Array Processing And Sensor Networks Pdf

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Handbook on Array Processing and Sensor Networks

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Wiley-IEEE Press

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A Survey of Visual Sensor Networks

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Visual sensor networks have emerged as an important class of sensor-based distributed intelligent systems, with unique performance, complexity, and quality of service challenges. Consisting of a large number of low-power camera nodes, visual sensor networks support a great number of novel vision-based applications. The camera nodes provide information from a monitored site, performing distributed and collaborative processing of their collected data.

Information Processing in Sensor Networks

Leading experts present the latest research results in adaptive signal processing Recent developments in signal processing have made it clear that significant performance gains can be achieved beyond those achievable using standard adaptive filtering approaches. Adaptive Signal Processing presents the next generation of algorithms that will produce these desired results, with an emphasis on important applications and theoretical advancements. This highly unique resource brings together leading authorities in the field writing on the key topics of significance, each at the cutting edge of its own area of specialty. It begins by addressing the problem of optimization in the complex domain, fully developing a framework that enables taking full advantage of the power of complex-valued processing. Then, the challenges of multichannel processing of complex-valued signals are explored. This comprehensive volume goes on to cover Turbo processing, tracking in the subspace domain, nonlinear sequential state estimation, and speech-bandwidth extension. Examines the seven most important topics in adaptive filtering that will define the next-generation adaptive filtering solutions Introduces the powerful adaptive signal processing methods developed within the last ten years to account for the characteristics of real-life data: non-Gaussianity, non-circularity, non-stationarity, and non-linearity Features self-contained chapters, numerous examples to clarify concepts, and end-of-chapter problems to reinforce understanding of the material Contains contributions from acknowledged leaders in the field Adaptive Signal Processing is an invaluable tool for graduate students, researchers, and practitioners working in the areas of signal processing, communications, controls, radar, sonar, and biomedical engineering.

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Request PDF | Handbook on Array Processing and Sensor Networks | IntroductionSystem ModelDigital ApproachesAnalog ApproachesAnalog versus.


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2 Comments

  1. Georgia H.

    Robustness Issues in Sensor Array Processing (Pages: ) · Summary · PDF · References · Request permissions · xml.

    08.04.2021 at 22:39 Reply
  2. Malagigi H.

    Search this site.

    11.04.2021 at 07:47 Reply

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