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商品描述
Digital signal processing deals with extraction of useful information from signals. Signal processing algorithms help observe, analyse and transform signals. The objective of this book is to develop signal processing algorithms using Python. Python is an interpreted, object-oriented high-level programming language widely used in various software development fields such as data science, machine learning, web development and more.
Digital Signal Laboratory is playing an important role in realizing signal processing algorithms, utilizing different software solutions. The intention of this textbook is to implement signal processing algorithms using Python. Since Python is an open-source language, students, researchers, and faculty can install and work with it without spending money, reducing the financial burden on institutions. Each chapter in this book begins with prelab questions, a set of Python examples to illustrate the concepts, exercises to strengthen the understanding of the concepts, and objective questions to help students prepare for competitive examinations.
This book serves as an undergraduate textbook, it can be used for individual study, and it can also be used as the textbook for related courses.
商品描述(中文翻譯)
數位信號處理涉及從信號中提取有用信息。信號處理算法有助於觀察、分析和轉換信號。本書的目標是使用Python開發信號處理算法。Python是一種解釋型、面向對象的高級編程語言，在數據科學、機器學習、網站開發等各種軟件開發領域廣泛使用。
數位信號實驗室在實現信號處理算法方面發揮著重要作用，利用不同的軟件解決方案。本教材的目的是使用Python實現信號處理算法。由於Python是一種開源語言，學生、研究人員和教職員可以安裝並使用它，無需花費金錢，減輕機構的財務負擔。本書的每一章都以預實驗問題開始，提供一組Python示例來說明概念，並提供鞏固對概念理解的練習和客觀問題，以幫助學生準備競爭性考試。
本書作為本科教材，可用於個人學習，也可用作相關課程的教材。
作者簡介
S. Esakkirajan is working as Professor in the Department of
Instrumentation and Control Systems Engineering, PSG College of Technology,
Coimbatore. He has twenty years of teaching experience. He has guided four
research scholars in the area of signal and image processing. He has published
Digital Signal Processing and Digital Image Processing text books published by
McGraw Hill. He was the organizing secretary of IEEE International Conference
on "Machine Vision and Image Processing" in the year 2012. He has published
papers in the field of signal and image processing in reputed journals and
conferences.
T. Veerakumar is an Associate Professor in the Department of
Electronics and Communication Engineering, National Institute of Technology,
Goa. He graduated with a B.E. in Electronics and Communication Engineering from
RVS College of Engineering Technology, Dindigul. Then, he did an M.E. degree in
Applied Electronics from PSG College of Technology, Coimbatore, and a Ph.D. in
Image Denoising from Anna University, Chennai. He co-authored the Text Book
titled "Digital Image Processing" and "Digital Signal Processing," published by
Tata McGraw Hill. In addition, he has published around 60 research articles in
reputed Journals and Conferences. His area of interest includes Signal andImage Processing, Biomedical Image Processing, Object Detection, and Tracking.
Badri Narayan Subudhi received M.Tech. in
Electronics and System Communication from National Institute of Technology,
Rourkela, India, in 2008-09. He worked for his PhD from Machine Intelligence
Unit, Indian Statistical Institute, Kolkata, India in year 2014 (degree from
Jadavpur University). Currently he is serving as an Assistant Professor at
Indian Institute of Technology Jammu, India. Prior to this he was working as an
Assistant Professor at NIT Goa fromJuly 2014 to March 2017. He received CSIR
senior research fellowship for the year 2011-2015. He was nominated as the
Young Scientist Awardees by Indian Science Congress Association for the year
2012-2013. He was awarded with Young Scientist Travel grant award from DST,
Government of India and Council of Scientific and Industrial Research, India in
the year 2011. He is the recipient of Bose-Ramagnosi Award for the year 2010
from DST, Government of India under India-Trento Programme for Advanced
Research (ITPAR). He was a visiting scientist at University of Trento, Italy
during Aug. 2010 to Feb 2011. His research interests include Video Processing,
Image Processing, Medical Image Processing, Machine Learning, PatternRecognition, and Remote Sensing Image Analysis. He co-authored the Text Book
titled "Digital Signal Processing," published by Tata McGraw Hill. He has
published around 80 research papers in reputed journals and conferences. He is
a senior member IEEE.
作者簡介(中文翻譯)
S. Esakkirajan在科英布托爾的PSG科技學院擔任儀器與控制系統工程系的教授，擁有二十年的教學經驗。他在信號和影像處理領域指導了四位研究學者。他出版了由麥格羅希爾出版社出版的《數字信號處理》和《數字影像處理》教科書。他曾擔任2012年IEEE國際機器視覺和影像處理會議的組織秘書。他在知名期刊和會議上發表了信號和影像處理方面的論文。
T. Veerakumar是印度國家技術學院果阿分校電子與通訊工程系的副教授。他畢業於Dindigul的RVS工程技術學院電子與通訊工程學士學位，然後在科英布托爾的PSG科技學院獲得應用電子學碩士學位，並在安娜大學獲得影像去噪博士學位。他與他人合著了由塔塔麥格羅希爾出版的《數字影像處理》和《數字信號處理》教科書。此外，他在知名期刊和會議上發表了約60篇研究文章。他的研究興趣包括信號和影像處理、生物醫學影像處理、物體檢測和追蹤。
Badri Narayan Subudhi於2008-09年在印度羅爾克拉的國家技術學院獲得電子與系統通訊碩士學位，並於2014年在印度統計研究所的機器智能單位攻讀博士學位（學位來自加達夫普爾大學）。目前，他在印度賈姆木的印度理工學院擔任助理教授。在此之前，他從2014年7月到2017年3月在NIT果阿擔任助理教授。他於2011-2015年獲得CSIR高級研究獎學金。他被印度科學大會協會提名為2012-2013年的青年科學家獎得主。他於2011年獲得印度政府科技部和印度科學與工業研究委員會頒發的青年科學家旅行獎助金。他於2010年獲得印度政府科技部頒發的博斯-拉馬諾西獎，該獎項是印度-特倫托高級研究計劃（ITPAR）的一部分。他在2010年8月至2011年2月期間曾在意大利特倫托大學擔任訪問學者。他的研究興趣包括視頻處理、影像處理、醫學影像處理、機器學習、模式識別和遙感影像分析。他與他人合著了由塔塔麥格羅希爾出版的《數字信號處理》教科書。他在知名期刊和會議上發表了約80篇研究論文。他是IEEE的高級會員。
