Python for Signal Processing: Featuring IPython Notebooks (Hardcover)

This book covers the fundamental concepts in signal processing illustrated with Python code and made available via IPython Notebooks, which are live, interactive, browser-based documents that allow one to change parameters, redraw plots, and tinker with the ideas presented in the text. Everything in the text is computable in this format and thereby invites readers to “experiment and learn” as they read. The book focuses on the core, fundamental principles of signal processing. The code corresponding to this book uses the core functionality of the scientific Python toolchain that should remain unchanged into the foreseeable future.  For those looking to migrate their signal processing codes to Python, this book illustrates the key signal and plotting modules that can ease this transition. For those already comfortable with the scientific Python toolchain, this book illustrates the fundamental concepts in signal processing and provides a gateway to further signal processing concepts.

本書涵蓋了信號處理的基本概念，並以Python代碼進行說明，通過IPython Notebooks提供，這是一種實時、互動、基於瀏覽器的文檔，允許讀者更改參數、重新繪製圖形，並在閱讀過程中嘗試和理解所介紹的想法。本書中的所有內容都可以在這種格式中計算，因此鼓勵讀者在閱讀的同時進行“實驗和學習”。本書專注於信號處理的核心基本原理。與本書相對應的代碼使用了科學Python工具鏈的核心功能，這些功能在可預見的未來應該不會改變。對於那些希望將他們的信號處理代碼遷移到Python的人來說，本書介紹了可以簡化這一過渡的關鍵信號和繪圖模塊。對於已經熟悉科學Python工具鏈的人來說，本書介紹了信號處理的基本概念，並提供了進一步了解信號處理概念的入口。