Computational Intelligence for Wireless Sensor Networks: Principles and Applications

Computational Intelligence for Wireless Sensor Networks: Principles and Applications provides an integrative overview of the computational intelligence (CI) in wireless sensor networks and enabled technologies. It aims to demonstrate how the paradigm of computational intelligence can benefit Wireless Sensor Networks (WSNs) and sensor-enabled technologies to overcome their existing issues.

This book provides extensive coverage of the multiple design challenges of WSNs and associated technologies such as clustering, routing, media access, security, mobility, and design of energy-efficient network operations.

It also describes various CI strategies such as fuzzy computing, evolutionary computing, reinforcement learning, artificial intelligence, swarm intelligence, teaching learning-based optimization, etc. It also discusses applying the techniques mentioned above in wireless sensor networks and sensor-enabled technologies to improve their design.

The book offers comprehensive coverage of related topics, including:

• Emergence of intelligence in wireless sensor networks
• Taxonomy of computational intelligence
• Detailed discussion of various metaheuristic techniques
• Development of intelligent MAC protocols
• Development of intelligent routing protocols
• Security management in WSNs

This book mainly addresses the challenges pertaining to the development of intelligent network systems via computational intelligence. It provides insights into how intelligence has been pursued and can be further integrated in the development of sensor-enabled applications.

《無線感測網路的計算智能：原理與應用》提供了對無線感測網路和相關技術中計算智能（CI）的綜合概述。它旨在展示計算智能範式如何有助於克服無線感測網路（WSNs）和感測器技術現有問題的方法。

本書廣泛探討了WSNs和相關技術的多重設計挑戰，如集群、路由、媒體訪問、安全性、移動性和節能網路操作的設計。

它還描述了各種CI策略，如模糊計算、演化計算、強化學習、人工智能、群體智能、教學學習優化等。它還討論了將上述技術應用於無線感測網路和感測器技術以改善其設計的方法。

本書全面介紹了相關主題，包括：
- 無線感測網路中智能的出現
- 計算智能的分類
- 各種元啟發式技術的詳細討論
- 智能媒體訪問控制協議的開發
- 智能路由協議的開發
- WSN中的安全管理

本書主要探討了通過計算智能開發智能網路系統所面臨的挑戰。它提供了關於如何追求智能並將其進一步整合到感測器應用開發中的見解。

Dr. Sandip K Chaurasiya received his M.E degree in Computer Science and Technology from the Indian Institute of Engineering Science and Technology Shibpur, Howrah, West Bengal, INDIA, in June 2010. He is working as an Assistant Professor in the University of Petroleum and Energy Studies, Dehradun, Uttarakhand, INDIA. His research interest includes Mobile Computing, Wireless Sensor Networks, and Internet of Things. He has authored a book, "A Complete Guide to Wireless Sensor Networks: from Inception to Current Trends (2019)" and contributed many technical papers in various journals and conferences. He has reviewed a number of research articles in several reputed international conferences/journals. He is an active member of the Institution of Electronics & Communication Engineers (INDIA), New Delhi.

Dr. Joydeep Dutta completed his Ph.D degree from the Department of Computer Science and Engineering, NIT Durgapur in 2020. He completed M.E. in Computer Science and Engineering from the West Bengal University of Technology in 2008. Mr Dutta was also awarded Bronze Medal for his first-class 3rd position in the university. Mr. Dutta had qualified UGC NET in Computer Science and Applications in 2013. He is currently working as an Assistant Professor in the Department of Computer Science of Kazi Nazrul University, Asansol, India. He has more than 9 years of teaching experience in several reputed engineering colleges of West Bengal and 2 years of industrial experience in MNC's like Wipro Technologies and Oracle Financial Services Software Ltd. His current research interests include Network Optimization Problems, Artificial Intelligence, Evolutionary Algorithms, Combinatorial Optimization etc. He has several high impact SCI indexed publications like Neural Computing and Applications, Transport etc. Mr Dutta acted as a reviewer of different reputed journals and conferences. He has chaired, organized and presented paper in different seminars and conferences of international repute.

Dr. Arindam Biswas was born in West Bengal, India in 1984. He received M-Tech degree in Radio Physics and Electronics from University of Calcutta, India in 2010 and PhD from NIT Durgapur in 2013. He was a Post-Doctoral Researcher at Pusan National University, South Korea with prestigious BK21PLUS Fellowship, Republic of Korea. He got Visiting Professor at Research Institute of Electronics, Shizouka University, Japan. He has been selected for IE(I) Young Engineer Award: 2019-20 in Electronics & Telecommunication Engineering discipline, Institute of Engineers, India. Dr. Biswas has 11 years'of experience in teaching research and administration. Presently Dr. Biswas is working as an Assistant Professor in School of Mines and Metallurgy at Kazi Nazrul University, Asansol, WB, India. He has 48 technical paper in different journals and 30 conference proceedings and 6 books, 01 Edited Volume and 01 book chapter with international repute. Dr. Biswas received research grant from Science and Engineering Research Board, Govt of India, under Early Career Research Scheme for research in Terahertz based GaN Source. He also received Research Grant from Centre of Biomedical Engineering, Tokoyo Medical and Dental University in association with RIE, Shizouka University, Japan for study of biomedical Thz Imaging based on WBG semiconductor IMPATT Source. Presently Dr. Biswas is serving as an Associate Editor of Cluster Computing, Springer (SCI Indexed) and as a guest editor of Nanoscience and Nanotechnology-Asia (Scopus Indexed), Recent Patent in Material Science (Scopus Indexed), Benthamscience Publisher. Dr. Biswas has produced 04 PhD students in different topics of applied optics and high frequency semiconductor device. He has organized and chaired difference International Conferences in India and abroad. His research interest is in carrier transport in low dimensional system and electronic device, non-linear optical communication, THz Semiconductor Source. Dr. Biswas acted as reviewer for reputed journals, and member of the Institute of Engineers (India) and Regular Fellow of Optical Society of India (India).

Dr. Gorachand Dutta is an Assistant Professor at School of Medical Science and Technology, IIT Khragpur. He received M.Sc. degree in Chemistry from Indian Institute of Technology, Guwahati, India. His research interests include the design and characterization of portable biosensors, biodevices and sensor interfaces for miniaturized systems and biomedical applicationsfor point-of-care testing. He received his Ph.D in Biosensor and Electrochemistry from Pusan National University, South Korea, where he developed different class of electrochemical sensors and studied the electrochemical properties of gold, platinum, and palladium based metal electrodes. He completed his Post-doctoral fellowships in the Department of Mechanical Engineering, Michigan State University, USA and Department of Chemistry, Pusan National University, South Korea, Centre for Biosensors, Bioelectronics and Biodevices at University of Bath, UK. During his research tenure in USA and South Korea, Dr. Dutta invented an enzyme-free, disposable miniaturized immunosensor chip using micropatterned electrode and wash-free method for the development of mobile phone-based platforms for fast and simple point-of-care testing of infectious and metabolic disease biomarkers. He has expertise on label-free multichannel electrochemical biosensors, electronically addressable biosensor arrays, aptamer- and DNA-based sensors and surface bio-functionalization.

Dr. Mrinal Kanti Sarkar (Senior Member, IEEE) received the Ph.D. degree in Electrical Engineering from National Institute of Technology Durgapur, India in 2015. Presently, he is an Assistant Professor of Electrical Engineering Department at NIT Manipur, India. Dr. Sarkar served as Departmental Head for the duration of January, 2017 to January, 2019. Presently, he is serving as Controller of Examinations in addition to his normal duties. His research interests include magnetic levitation systems, dc-dc converters, optimal control, sliding mode control, event Triggered Control and Networked control systems.

Dr. Sandip K Chaurasiya於2010年6月從印度工程科學與技術學院Shibpur分校獲得計算機科學與技術的碩士學位。他目前在印度石油和能源研究大學擔任助理教授。他的研究興趣包括移動計算、無線感測網絡和物聯網。他撰寫了一本名為《無線感測網絡完全指南：從起源到當前趨勢（2019）》的書籍，並在各種期刊和會議上發表了許多技術論文。他在多個知名國際會議/期刊上擔任了許多研究文章的審稿人。他是印度電子與通信工程師學會（INDIA）的活躍成員。

Dr. Joydeep Dutta於2020年從NIT Durgapur的計算機科學與工程系獲得博士學位。他於2008年從西孟加拉理工大學獲得計算機科學與工程的碩士學位。Dutta先生還因在大學中獲得一等第三名而獲得銅牌獎。他於2013年通過UGC NET考試獲得計算機科學和應用的資格。他目前在印度阿桑索爾的卡齊·納茲魯爾大學計算機科學系擔任助理教授。他在西孟加拉邦的多所知名工程學院擁有超過9年的教學經驗，並在Wipro Technologies和Oracle Financial Services Software Ltd等跨國公司擁有2年的工業經驗。他目前的研究興趣包括網絡優化問題、人工智能、演化算法、組合優化等。他在神經計算和應用、運輸等高影響力SCI索引出版物上發表了多篇文章。Dutta先生擔任了不同知名期刊和會議的審稿人。他主持、組織並在不同國際知名研討會和會議上發表論文。

Dr. Arindam Biswas於1984年出生於印度西孟加拉邦。他於2010年從加爾各答大學獲得無線物理和電子學的碩士學位，並於2013年從NIT Durgapur獲得博士學位。他曾在韓國釜山國立大學擔任博士後研究員，並獲得了韓國BK21PLUS獎學金。他還在日本靜岡大學電子研究所擔任訪問教授。他被選為印度工程師學會（IE（I））2019-20年度電子與通信工程學科的青年工程師獎。Biswas博士在教學、研究和管理方面擁有11年的經驗。目前，他在印度阿桑索爾的卡齊·納茲魯爾大學礦山與冶金學院擔任助理教授。他在不同期刊上發表了48篇技術論文、30篇會議論文和6本書籍，其中包括1本編輯卷和1篇國際聲譽的書章。Biswas博士獲得了印度科學和工程研究委員會的研究資助，該委員會根據早期職業研究計劃進行了基於太赫茲的GaN源研究。他還獲得了東京醫科牙科大學生物醫學工程中心與靜岡大學電子研究所合作的研究資助，用於基於WBG半導體IMPATT源的生物醫學太赫茲成像研究。目前，Biswas博士擔任Springer的《集群計算》（SCI索引）的副編輯，並擔任《納米科學與納米技術-亞洲》（Scopus索引）、《材料科學最新專利》（Scopus索引）、Benthamscience Publisher的客座編輯。Biswas博士在應用光學和高頻半導體器件的不同主題上培養了4名博士生。他組織並主持了不同的國際會議。他的研究興趣包括低維系統和電子器件中的載流子傳輸、非線性光學等。