Analog and Digital Signal Processing (Hardcover)

Analog & Digital Signal Processing: A Computational Approach provides a thorough yet mathematically accessible introduction to signal processing. With the increasing presence of digital signal processing (DSP) in everyday life, in the form of devices such as CD and DVD players, digital cameras, wireless telephones, and voice recognition, it has accordingly become a central element in the design of a variety of systems and applications. This book responds to this trend by presenting readers with a strong foundation of fundamental DSP concepts and designs. Unlike traditional DSP books, a computational approach is used to help readers spend less time deciphering mathematical complexities and more time implementing practical DSP techniques. MATLAB, an industry favorite scientific software package, is used to conduct the computations of the concepts discussed. With coverage of introductory concepts such as sampling, frequency analysis, transfer functions, and filter design, as well as advanced topics like statistical signal processing, adaptive filters, image processing, and wavelet analysis, this is an ideal resource for readers of all levels who are seeking a comprehensive understanding of relevant DSP concepts for today's industry professionals.

《模擬與數位信號處理：計算方法》提供了一個深入但數學易懂的信號處理介紹。隨著數位信號處理（DSP）在日常生活中的普及，例如CD和DVD播放器、數位相機、無線電話和語音識別等設備，它已成為各種系統和應用設計中的核心元素。本書回應了這一趨勢，為讀者提供了基礎的DSP概念和設計。與傳統的DSP書籍不同，本書採用計算方法，幫助讀者花更少的時間解讀數學複雜性，更多時間實施實用的DSP技術。本書使用業界常用的科學軟體包MATLAB進行所討論概念的計算。本書涵蓋了抽樣、頻率分析、傳遞函數和濾波器設計等入門概念，以及統計信號處理、自適應濾波器、影像處理和小波分析等高級主題，是所有水平讀者尋求全面理解當今行業專業人士所需的相關DSP概念的理想資源。