Smart Sensor Networks Using AI for Industry 4.0: Applications and New Opportunities
暫譯: 使用 AI 的智慧感測網路於工業 4.0:應用與新機會
Nayak, Soumya Ranjan, Sahoo, Biswa Mohan, Malarvel, Muthukumaran
- 出版商: CRC
- 出版日期: 2021-10-11
- 售價: $4,910
- 貴賓價: 9.5 折 $4,665
- 語言: 英文
- 頁數: 248
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367702126
- ISBN-13: 9780367702120
-
相關分類:
人工智慧、感測器 Sensor
海外代購書籍(需單獨結帳)
商品描述
Smart Sensor Networks (WSNs) using AI have left a mark on the lives of all by aiding in various sectors, such as manufacturing, education, healthcare, and monitoring of the environment and industries. This book covers recent AI applications and explores aspects of modern sensor technologies and the systems needed to operate them.
The book reviews the fundamental concepts of gathering, processing, and analyzing different AI-based models and methods. It covers recent WSN techniques for the purpose of effective network management on par with the standards laid out by international organizations in related fields and focuses on both core concepts along with major applicational areas.
The book will be used by technical developers, academicians, data sciences, industrial professionals, researchers, and students interested in the latest innovations on problem-oriented processing techniques in sensor networks using IoT and evolutionary computer applications for Industry 4.0.
商品描述(中文翻譯)
智慧感測器網路(WSNs)結合人工智慧(AI)對各行各業的生活產生了深遠的影響,包括製造業、教育、醫療保健以及環境和工業監測。本書涵蓋了最新的人工智慧應用,並探討現代感測技術及其運作所需的系統。
本書回顧了收集、處理和分析不同基於人工智慧的模型和方法的基本概念。它介紹了最新的WSN技術,以實現與相關領域國際組織所制定標準相當的有效網路管理,並專注於核心概念及主要應用領域。
本書將供技術開發人員、學術界、數據科學家、工業專業人士、研究人員以及對使用物聯網(IoT)和演進計算應用於工業4.0的感測器網路問題導向處理技術最新創新感興趣的學生使用。
作者簡介
Soumya Ranjan Nayak is an Assistant Professor at Amity School of Engineering and Technology, Amity University, Noida, India. He received his Ph.D. degree in Computer Science and Engineering under MHRD Govt. of India fellowship from CET, BPUT Rourkela, India; with preceded degree of M. Tech and B. Tech degree in Computer Science and Engineering. He has published over seventy articles in peer-reviewed journals and conferences of international repute like Elsevier, Springer, World Scientific, IOS Press, Taylor & Francis, Inderscience, IGI Global, etc.. Apart from that, 12 Book Chapter, 6 Books and three Indian patent (One granted), and two international Patents under his credit. His current research interests include medical image analysis and classification, machine learning, deep learning, pattern recognition, fractal graphics and computer vision. His publications have more than 400 citations, of h index of 12, and i10 index of 15 (Google Scholar). He serves as a reviewer of many peer-reviewed journals such as IEEE Journal of Biomedical and Health Informatics, Applied Mathematics and Computation, Journal of Applied Remote Sensing, Mathematical Problems in Engineering, International Journal of Light and Electron optics, Journal of Intelligent and Fuzzy Systems, Future Generation Computer Systems, Pattern Recognition Letters, etc. He has also served as Technical Program Committee Member of several conferences of international repute.
Biswa Mohan Sahoo is a Senior IEEE member and received his B.Tech and M.Tech degree in computer science and engineering from Biju Patnaik University of Technology, Odisha, India and PhD degree in computer science and engineering from Indian Institute of Technology (ISM), Dhanbad, India. He is currently working as an Assistant Professor at Amity University, Uttar Pradesh, India. He has published more than 15 articles in prestigious international peer review journals and conferences in the area of Wireless Sensor Networks, Swarm Intelligence and Image Processing. His currently focus on artificial intelligence approaches on sensor networks. His research interest area is wireless sensor network with Evolutionary Algorithm and Artificial intelligence.
Muthukumaran Malarvel is a researcher and academician working as an Associate Professor in the Centre for Research and Innovation Network (CURIN), Institute of Engineering and Technology, CHITKARA University, Punjab, India. He is Having 17+ years of experience it includes information technology industry, teaching and rich research experience. He has Received doctoral degree in computer science and engineering and awarded Senior Research Fellowship (SRF) under the funded project of Board of Research in Nuclear Sciences (BRNS), Government of India. He published more than 20 research articles indexed in SCI, SCIE and SCOPUS journals and conferences. He is an Editor and reviewer of reputed journals also edited 3 books in reputed publisher. He has Filed 4 patents in Intellectual property India and received one patent grant. His research interests are digital image processing, pattern recognition, quantum image processing and machine learning techniques.
Jibitesh Mishra has interests in Research, Consultancy, Working on new technologies, Projects. He has continuously worked for his College i.e College of Engineering & Technology since 1994. After doing his Ph.D in the year 2001, he has completed projects like Orissa Tourism Information Systems. One of his paper On calculation of fractal dimension of images is being cited by many researchers. His first book Design of Information Systems: A Modern Approach was widely published in China as well. He had worked in Function Point Metrics in association with Infosys Ltd. He has written a book L-systems Fractal published by Elsevier. He started introducing the concept of Web Engineering in India in 2006 after organizing the International Conference on Web Engineering & Applications (ICWA2006). In the social front, he coordinated the training program for SC & ST graduate engineers in the year 2008. He was on Sabbatical leave during 2008 to 2010 at King Khalid University, Abha, Saudi Arabia. He wrote a book on E-commerce published by Macmillan during that period which later on was purchased by Laxmi Publisher. Currently he is head of the Dept of Computer Science & Application in CET. His current research initiatives are in the area of Data Analytics, Engineering the Mobile Apps and Ontology Engineering.
作者簡介(中文翻譯)
Soumya Ranjan Nayak 是印度諾伊達阿米提大學工程與技術學院的助理教授。他在印度政府人力資源發展部(MHRD)獎學金下於CET, BPUT Rourkela獲得計算機科學與工程的博士學位,之前獲得計算機科學與工程的碩士(M. Tech)和學士(B. Tech)學位。他在國際知名的同行評審期刊和會議上發表了超過七十篇文章,如Elsevier、Springer、World Scientific、IOS Press、Taylor & Francis、Inderscience、IGI Global等。此外,他還有12篇書章、6本書和三項印度專利(其中一項已授權),以及兩項國際專利。他目前的研究興趣包括醫學影像分析與分類、機器學習、深度學習、模式識別、分形圖形和計算機視覺。他的出版物被引用超過400次,h指數為12,i10指數為15(Google Scholar)。他擔任多本同行評審期刊的審稿人,如IEEE生物醫學與健康資訊期刊、應用數學與計算、應用遙感期刊、工程中的數學問題、國際光與電子光學期刊、智能與模糊系統期刊、未來一代計算機系統、模式識別快報等。他還擔任多個國際知名會議的技術程序委員會成員。
Biswa Mohan Sahoo 是資深IEEE會員,獲得印度奧里薩邦比朱·帕特奈克科技大學的計算機科學與工程學士(B.Tech)和碩士(M.Tech)學位,並在印度達漢巴德的印度理工學院(ISM)獲得計算機科學與工程博士學位。他目前在印度北方邦的阿米提大學擔任助理教授。他在無線感測器網路、群體智慧和影像處理領域的國際知名同行評審期刊和會議上發表了超過15篇文章。他目前專注於感測器網路的人工智慧方法。他的研究興趣領域是結合進化演算法和人工智慧的無線感測器網路。
Muthukumaran Malarvel 是一名研究人員和學者,擔任印度旁遮普州CHITKARA大學工程與技術研究與創新網絡(CURIN)的副教授。他擁有超過17年的經驗,包括資訊科技產業、教學和豐富的研究經驗。他獲得計算機科學與工程的博士學位,並在印度政府核科學研究委員會(BRNS)資助的項目下獲得高級研究獎學金(SRF)。他在SCI、SCIE和SCOPUS期刊及會議上發表了超過20篇研究文章。他是多本知名期刊的編輯和審稿人,並編輯了3本知名出版社的書籍。他在印度知識產權局申請了4項專利,並獲得了一項專利授權。他的研究興趣包括數位影像處理、模式識別、量子影像處理和機器學習技術。
Jibitesh Mishra 對研究、諮詢、新技術和項目有興趣。他自1994年以來一直在他的學院,即工程與技術學院工作。2001年獲得博士學位後,他完成了如奧里薩旅遊資訊系統等項目。他的一篇關於影像分形維度計算的論文被許多研究人員引用。他的第一本書《資訊系統設計:現代方法》在中國廣泛出版。他曾與Infosys Ltd合作研究功能點度量。他撰寫的書籍《L-systems Fractal》由Elsevier出版。他在2006年組織國際網路工程與應用會議(ICWA2006)後開始在印度引入網路工程的概念。在社會方面,他於2008年協調了針對SC和ST畢業工程師的培訓計畫。他在2008年至2010年間在沙烏地阿拉伯阿布哈的金哈立德大學休假。他在那段期間撰寫了一本由Macmillan出版的電子商務書籍,後來被Laxmi出版社購買。目前,他是CET計算機科學與應用系的系主任。他目前的研究計畫集中在數據分析、移動應用工程和本體工程領域。