Applied Digital Signal Processing: Theory and Practice (IE-Paperback)

Dimitris G. Manolakis , Vinay K. Ingle

  • 出版商: Cambridge
  • 出版日期: 2011-11-20
  • 定價: $1,400
  • 售價: 9.5$1,330
  • 語言: 英文
  • 頁數: 1008
  • ISBN: 1107636418
  • ISBN-13: 9781107636415
  • 相關分類: 數位影像處理 Digital-image
  • 立即出貨 (庫存 < 3)

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商品描述

<內容簡介>

Master the basic concepts and methodologies of digital signal processing with this systematic introduction, without the need for an extensive mathematical background. The authors lead the reader through the fundamental mathematical principles underlying the operation of key signal processing techniques, providing simple arguments and cases rather than detailed general proofs. Coverage of practical implementation, discussion of the limitations of particular methods and plentiful MATLAB illustrations allow readers to better connect theory and practice. A focus on algorithms that are of theoretical importance or useful in real-world applications ensures that students cover material relevant to engineering practice, and equips students and practitioners alike with the basic principles necessary to apply DSP techniques to a variety of applications. Chapters include worked examples, problems and computer experiments, helping students to absorb the material they have just read. Lecture slides for all figures and solutions to the numerous problems are available to instructors.

Features

  Blends theory, practical implementation of algorithms with MATLAB and practical examples to equip the reader with an understanding of the basic concepts and methodologies of DSP

  The how-to-use approach outlines the principles necessary to apply DSP techniques to a wide variety of applications, ensuring students cover material relevant to engineering practice

  Systematic and concise approach gives the detail needed, with enough rigor to appeal to a theory-oriented reader, without overwhelming, detailed exposition
<章節目錄>

1. Introduction
2. Discrete-time signals and systems
3. The z-transform
4. Fourier representation of signals
5. Transform analysis of LTI systems
6. Sampling of continuous-time signals
7. The discrete Fourier transform
8. Computation of the discrete Fourier transform
9. Structures for discrete-time systems
10. Design of FIR filters
11. Design of IIR filters
12. Multirate signal processing
13. Random signals
14. Random signal processing
15. Finite wordlength effects

商品描述(中文翻譯)

內容簡介:
這本系統性的介紹將使您掌握數位信號處理的基本概念和方法,而無需具備廣泛的數學背景。作者通過引導讀者了解關鍵信號處理技術操作背後的基本數學原理,提供簡單的論證和案例,而不是詳細的一般證明。實際實施的涵蓋範圍,對特定方法的限制討論以及豐富的MATLAB示例使讀者能夠更好地將理論與實踐相結合。專注於在理論上重要或在實際應用中有用的算法,確保學生學習與工程實踐相關的材料,並使學生和從業人員都具備應用數位信號處理技術到各種應用的基本原則。各章節包括實例、問題和計算機實驗,幫助學生吸收他們剛讀過的材料。所有圖片的講義和眾多問題的解答都可供教師使用。

特點:
- 結合理論、MATLAB算法的實際實施和實際示例,使讀者了解數位信號處理的基本概念和方法。
- 如何使用的方法概述了應用數位信號處理技術到各種應用所需的原則,確保學生學習與工程實踐相關的材料。
- 系統性而簡潔的方法提供所需的細節,具有足夠的嚴謹性,以吸引理論導向的讀者,而不會過分冗長。

章節目錄:
1. 引言
2. 離散時間信號和系統
3. z變換
4. 信號的傅立葉表示
5. 線性時不變系統的變換分析
6. 連續時間信號的取樣
7. 離散傅立葉變換
8. 離散傅立葉變換的計算
9. 離散時間系統的結構
10. 設計有限脈衝響應濾波器