Information theory, Signal Analysis and Inverse Problem

Dominique Gibert, Fernando Lopes, Vincent Courtillot, Jean-Baptiste Boulé
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Abstract

This book is intended for teaching Signal Analysis methods and Inverse Problems theory. It is completely open access and will remain free. It is currently illustrated with examples that we have actually encountered in geophysics, but will eventually evolve to address problems in biology. The main idea is to develop this material over time (probably every six months) and throughout our careers. Therefore, it is not yet complete and some minor points need to be corrected in this English version. A French version is also available. The MATLAB codes we used can be found at the following address: https://www.dropbox.com/scl/fi/ndi2fs3yyup64i8xyzjqd/matlab_book.zip?rlkey=j112lo5kaxvinh362frc66bcl&st=enxxx1ps&dl=0
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信息论、信号分析和逆问题
本书用于信号分析方法和逆问题理论的教学。本书完全免费开放。本书目前以我们在地球物理学中实际遇到的例子进行说明,但最终将发展到解决生物学中的问题。我们的主要想法是,随着时间的推移(可能每六个月一次),在我们的职业生涯中不断发展这份材料。因此,本资料尚未完成,英文版中的一些小问题需要更正。法文版也可提供。我们使用的 MATLAB 代码可在以下地址找到:https://www.dropbox.com/scl/fi/ndi2fs3yyup64i8xyzjqd/matlab_book.zip?rlkey=j112lo5kaxvinh362frc66bcl&st=enxxx1ps&dl=0。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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