Structure and Interpretation of Signals and Systems
暫譯: 信號與系統的結構與詮釋

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)

這本書為電機工程、計算機工程和計算機科學的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成功的課堂使用經驗。教材從早期的應用介紹開始,遠在學生建立足夠的理論以全面分析這些應用之前。這激勵學生學習理論,並使學生能夠在大二階段掌握信號與系統。教材通過聲音和影像來激發對信號與系統的興趣,而非電路,因此微積分是唯一的先修課程。

本書附有一個強大的網站,提供詳細的筆記和幾乎每個主題的示範小程式。這些小程式包括對聲音和影像的互動操作,使教材對所有學生來說都充滿活力且易於理解。本書還包含大量的實驗材料。這些實驗材料基於 Matlab 和 Simulink,幫助學生在文本中學到的信號與系統的「是什麼」方面與現實世界中使用的信號與系統的「如何做」方面之間架起橋樑。

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. 濾波
10. 四種傅立葉變換
11. 取樣與重建
12. 穩定性
13. 拉普拉斯變換與 Z 變換
14. 組合與反饋控制
附錄 A:集合與函數
附錄 B:複數