Topological Signal Processing (Mathematical Engineering)
暫譯: 拓撲信號處理(數學工程)

Michael Robinson

  • 出版商: Springer
  • 出版日期: 2014-01-20
  • 售價: $7,180
  • 貴賓價: 9.5$6,821
  • 語言: 英文
  • 頁數: 208
  • 裝訂: Hardcover
  • ISBN: 364236103X
  • ISBN-13: 9783642361036
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Signal processing is the discipline of extracting information from collections of measurements. To be effective, the measurements must be organized and then filtered, detected, or transformed to expose the desired information. Distortions caused by uncertainty, noise, and clutter degrade the performance of practical signal processing systems.

In aggressively uncertain situations, the full truth about an underlying signal cannot be known. This book develops the theory and practice of signal processing systems for these situations that extract useful, qualitative information using the mathematics of topology -- the study of spaces under continuous transformations. Since the collection of continuous transformations is large and varied, tools which are topologically-motivated are automatically insensitive to substantial distortion. The target audience comprises practitioners as well as researchers, but the book may also be beneficial for graduate students.

商品描述(中文翻譯)

信號處理是從一系列測量中提取信息的學科。為了有效,這些測量必須被組織起來,然後進行過濾、檢測或轉換,以揭示所需的信息。由不確定性、噪聲和雜訊引起的失真會降低實際信號處理系統的性能。

在高度不確定的情況下,無法完全了解潛在信號的真實情況。本書針對這些情況發展信號處理系統的理論和實踐,利用拓撲學的數學來提取有用的定性信息——拓撲學是研究在連續變換下的空間。由於連續變換的集合是龐大且多樣的,因此以拓撲為動機的工具對於實質性失真自動不敏感。目標讀者包括實務工作者和研究人員,但本書對研究生也可能有益。