Digital Signal Processing and Spectral Analysis for Scientists: Concepts and Applications (Signals and Communication Technology)
暫譯: 科學家的數位信號處理與頻譜分析:概念與應用(信號與通信技術)

Silvia Maria Alessio

  • 出版商: Springer
  • 出版日期: 2015-12-16
  • 售價: $5,310
  • 貴賓價: 9.5$5,045
  • 語言: 英文
  • 頁數: 900
  • 裝訂: Hardcover
  • ISBN: 3319254669
  • ISBN-13: 9783319254661
  • 海外代購書籍(需單獨結帳)

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商品描述

This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, visualized in new and illuminating ways, and is structured so that parts can be skipped without loss of continuity. Many examples are included, based on synthetic data and real measurements from the fields of physics, biology, medicine, macroeconomics etc., and a complete set of MATLAB exercises requiring no previous experience of programming is provided. Prior advanced mathematical skills are not needed in order to understand the contents: a good command of basic mathematical analysis is sufficient. Where more advanced mathematical tools are necessary, they are included in an Appendix and presented in an easy-to-follow way. With this book, digital signal processing leaves the domain of engineering to address the needs of scientists and scholars in traditionally less quantitative disciplines, now facing increasing amounts of data.

商品描述(中文翻譯)

本書涵蓋了單變量離散時間信號的處理和頻譜分析的基本知識。其方法實用,旨在讓讀者了解各種方法的適用情況和缺點,並強調可能的誤用。書中充滿了原創的想法,以新穎且具啟發性的方式呈現,結構設計使得某些部分可以跳過而不影響連貫性。書中包含了許多例子,基於合成數據和來自物理學、生物學、醫學、宏觀經濟學等領域的實際測量,並提供了一整套不需要先前編程經驗的MATLAB練習。理解內容不需要高級數學技能:良好的基本數學分析能力即可滿足需求。當需要更高級的數學工具時,這些工具會在附錄中以易於理解的方式呈現。通過本書,數位信號處理不再僅限於工程領域,而是針對在傳統上較少量化的學科中面臨日益增長數據需求的科學家和學者。