Structure and Interpretation of Signals and Systems

Edward A. Lee, Pravin Varaiya

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商品描述

This book provides an accessible introduction to signals and systems for electrical engineering, computer engineering, and computer science students, and is based on several years of successful classroom use at the University of California, Berkeley. The material starts with an early introduction to applications, well before students have built up enough theory to fully analyze the applications. This motivates students to learn the theory and allows students to master signals and systems at the sophomore level. The material motivates signals and systems through sound and images, as opposed to circuits, and as such calculus is the only prerequisite.

The book is accompanied by a robust website with detailed notes and illustrative applets for most every topic. These applets include interactive manipulation of sound and images, making the material dynamic and understandable to all students. The book also contains extensive lab material. This lab material is based on Matlab and Simulink, and helps students build a bridge between the "what is" aspects of signals and systems as taught in the text, and the "how to" aspects of signals and systems as used in the real world.

Table of Contents

1. Signals and Systems.
2. Defining Signals and Systems.
3. State Machines.
4. Composing State Machines.
5. Linear Systems.
6. Hybrid Systems.
7. Frequency Domain.
8. Frequency Response.
9. Filtering.
10. The Four Fourier Transforms.
11. Sampling and Reconstruction.
12. Stability.
13. Laplace and Z Transforms.
14. Composition and Feedback Control.
Appendix A: Sets and Functions.
Appendix B: Complex Numbers.

商品描述(中文翻譯)

本書為電機工程、電腦工程和電腦科學學生提供了一個易於理解的信號與系統入門,並基於在加州大學伯克利分校多年的成功教學經驗。本書的內容從早期引入應用開始,早於學生完全掌握足夠的理論來進行全面分析。這激發了學生學習理論的動機,並使學生能夠在大二水平上掌握信號與系統。本書通過聲音和圖像來激發對信號與系統的興趣,而不是電路,因此微積分是唯一的先修知識。

本書附帶一個豐富的網站,提供詳細的筆記和大多數主題的示例應用程序。這些應用程序包括對聲音和圖像的交互操作,使材料對所有學生都具有動態和易理解性。本書還包含大量的實驗材料。這些實驗材料基於Matlab和Simulink,幫助學生在教材中學習信號與系統的“是什麼”方面,並將其應用於現實世界的“如何”方面之間建立橋樑。

目錄:
1. 信號與系統
2. 定義信號與系統
3. 狀態機
4. 組合狀態機
5. 線性系統
6. 混合系統
7. 頻域
8. 頻率響應
9. 過濾
10. 四種傅立葉變換
11. 取樣和重建
12. 穩定性
13. 拉普拉斯和Z變換
14. 組合和反饋控制
附錄A:集合和函數
附錄B:複數