Digital Signal Processing: Fundamentals, Applications, and Deep Learning 4th Edition
暫譯: 數位信號處理:基礎、應用與深度學習(第4版)

Tan, Li, Jiang, Jean

  • 出版商: Academic Press
  • 出版日期: 2025-03-11
  • 售價: $4,710
  • 貴賓價: 9.5$4,475
  • 語言: 英文
  • 頁數: 1032
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443273359
  • ISBN-13: 9780443273353
  • 相關分類: DeepLearning
  • 海外代購書籍(需單獨結帳)

商品描述

Digital Signal Processing: Fundamentals, Applications, and Deep Learning, Fourth Edition introduces students to the fundamental principles of digital signal processing (DSP) while also providing a working knowledge that they take with them into their engineering careers. Many instructive, worked examples are used to illustrate the material, and the use of mathematics is minimized for an easier grasp of concepts. As such, this title is also useful as a reference for non-engineering students and practicing engineers.

This book goes beyond DSP theory, showing the implementation of algorithms in hardware and software. Additional topics covered include DSP for artificial intelligence, adaptive filtering with noise reduction and echo cancellations, speech compression, signal sampling, digital filter realizations, filter design, multimedia applications, over-sampling, etc. More advanced topics are also covered, such as adaptive filters, speech compression such as pulse-code modulation, -law, adaptive differential pulse-code modulation, multi-rate DSP, oversampling analog-to-digital conversion, sub-band coding, wavelet transform, and neural networks.

商品描述(中文翻譯)

《數位信號處理:基礎、應用與深度學習》第四版向學生介紹數位信號處理(DSP)的基本原理,同時提供他們在工程職業中所需的實用知識。書中使用了許多具啟發性的範例來說明材料,並且將數學的使用降到最低,以便更容易理解概念。因此,這本書對於非工程專業的學生和在職工程師也非常有用,作為參考資料。

本書超越了DSP理論,展示了算法在硬體和軟體中的實現。涵蓋的其他主題包括用於人工智慧的DSP、具有噪音減少和回聲消除的自適應濾波、語音壓縮、信號取樣、數位濾波器實現、濾波器設計、多媒體應用、過取樣等。還涵蓋了更高級的主題,例如自適應濾波器、語音壓縮(如脈衝編碼調變)、-法、自適應差分脈衝編碼調變、多速率DSP、過取樣類比到數位轉換、子帶編碼、小波變換和神經網絡。

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