Non-Linear Signal Processing(Hardcover)

Francis Castanié

  • 出版商: Wiley
  • 出版日期: 2016-07-12
  • 售價: $2,340
  • 貴賓價: 9.5$2,223
  • 語言: 英文
  • 頁數: 160
  • 裝訂: Hardcover
  • ISBN: 1848214561
  • ISBN-13: 9781848214569

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The continuously increasing computing power of Digital Signal Processing makes it now possible to efficiently implement Non-linear Algorithms for Signal Processing (NLSP). This book proposes a comprehensive review of Non-Linear Signal Processing Methods and the associated Parameter Estimation principles.  The various existing approaches are considered: Classical descriptions (Hammerstein models, Volterra Equations …), and more modern ones like Neural Network based ones, Wavelet Transform based decompositions, etc.  The estimation of parameters is also considered: Classical Kalman Filter, Particle Filtering, and Self Learning Networks.