Randomness and Elements of Decision Theory Applied to Signals

Borda, Monica, Terebes, Romulus, Malutan, Raul

  • 出版商: Springer
  • 出版日期: 2021-12-11
  • 售價: $4,210
  • 貴賓價: 9.5$4,000
  • 語言: 英文
  • 頁數: 262
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030903133
  • ISBN-13: 9783030903138
  • 海外代購書籍(需單獨結帳)


Introduction in Matlab.- Random variables.- Probability distributions.- Joint random variables.- Random processes.- Binary pseudo-noise sequence generator.- Markov processes.- Noise in telecommunication systems.- Decision systems in noisy transmission channels.- Audio signals denoising using Independent Component Analysis.- Texture classification based on statistical models.- Histogram equalization.- PCM and DPCM.- NN and kNN supervised classification algorithms.- Supervised deep learning classification algorithms.- Texture feature extraction and classification using the Local Binary Patterns operator.