Nature Inspired Computing for Wireless Sensor Networks



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Springer


Paru le : 2020-02-01



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Ce livre présente des applications informatiques inspirées de la nature pour le réseau de capteurs sans fil (WSN). Bien que l'utilisation du WSN augmente rapidement, elle présente un certain nombre de limites en ce qui concerne les problèmes de batterie, de distraction, de faible vitesse de communication et de sécurité. Cela signifie qu'il est nécessaire de disposer d'algorithmes intelligents innovants pour répondre à ces questions.
Le livre est divisé en trois sections et comprend également un chapitre d'introduction qui donne un aperçu du WSN et de ses diverses applications et algorithmes ainsi que des défis qui y sont associés. La section 1 décrit les algorithmes d'optimisation bio-inspirés, tels que les algorithmes génétiques (GA), les réseaux neuronaux artificiels (ANN) et les systèmes immunitaires artificiels (AIS) dans les contextes de l'analyse et du diagnostic des défauts et de la gestion du trafic. La section 2 met en évidence les techniques d'optimisation des essaims, telles que l'optimisation des buffles africains (ABO), l'optimisation des essaims de particules (PSO) et la technique modifiée d'intelligence des essaims pour résoudre les problèmes de routage, d'optimisation des paramètres du réseau et d'estimation de l'énergie. Enfin, la section 3 explore les techniques d'optimisation multi-objectifs en utilisant GA, PSO, ANN, l'optimisation basée sur l'enseignement et l'apprentissage (TLBO), et des combinaisons des algorithmes présentés. Ainsi, le livre fournit des solutions efficaces et optimales pour les problèmes de WSN, basées sur des algorithmes inspirés de la nature.
Pages
322 pages
Collection
n.c
Parution
2020-02-01
Marque
Springer
EAN papier
9789811521249
EAN PDF
9789811521256

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
32
Taille du fichier
11141 Ko
Prix
147,69 €
EAN EPUB
9789811521256

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
32
Taille du fichier
35963 Ko
Prix
147,69 €

Debashis De earned his M.Tech. from the University of Calcutta in 2002 and his Ph.D. (Engineering) from Jadavpur University in 2005. He is the Professor and Director in the Department of Computer Science and Engineering of the West Bengal University of Technology, India, and Adjunct Research Fellow at the University of Western Australia, Australia. He is a senior member of the IEEE, a life member of CSI, and a member of the International Union of Radio Science. He worked as R&D engineer for Telektronics and programmer at Cognizant Technology Solutions. He was awarded the prestigious Boyscast Fellowship by the Department of Science and Technology, Government of India, to work at the Heriot-Watt University, Scotland, UK. He received the Endeavour Fellowship Award during 2008–2009 by DEST Australia to work at the University of Western Australia. He received the Young Scientist Award both in 2005 at New Delhi and in 2011 at Istanbul, Turkey, from the International Union of Radio Science, Head Quarter, Belgium. His research interests include wireless sensor network, mobile cloud computing, green mobile networks, and nanodevice designing for mobile applications. He has published in more than 200 peer-reviewed international journals in IEEE, IET, Elsevier, Springer, World Scientific, Wiley, IETE, Taylor Francis and ASP, seventy international conference papers, and four researches monographs in Springer, CRC, NOVA, and ten textbooks published by Pearson education.
 
Amartya Mukherjee is an Assistant Professor at Institute of Engineering & Management, Salt Lake, Kolkata, India. He holds M.Tech. in computer science and engineering from the National Institute of Technology, Durgapur, India. His primary research interest includes embedded application development, robotics, unmanned aircraft systems, Internet of things, intelligent sensor networks, and ad-hoc networks. He has various publications in the fields of robotics, embedded systems, and IoTin IEEE, Springer, World Scientific, CRC Press, IGI Global. His book “Embedded Systems and Robotics with Open Source Tools” is one of the bestselling books in CRC Press (Taylor & Francis Group).
 
Santosh Kumar Das received his Ph.D. degree in computer science and engineering from Indian Institute of Technology (ISM), Dhanbad, India, in 2018 and completed his M.Tech. degree in computer science and engineering from Maulana Abul Kalam Azad University of Technology (erstwhile WBUT), West Bengal, India, in 2013. He is currently working as an Assistant Professor at School of Computer Science and Engineering, National Institute of Science and Technology (Autonomous), Institute Park, Pallur Hills, Berhampur, Odisha, India, 761008. He is having more than eight years of teaching experience. He has authored/edited one book in Springer, and published more than 27 research articles. His research interests mainly focus on ad-hoc and sensor network, artificial intelligence,soft computing, and mathematical modelling.
 
Nilanjan Dey is an Assistant Professor in the Department of Information Technology at Techno India College of Technology, Kolkata. He has completed his Ph.D. in 2015 from Jadavpur University. He is a Visiting Fellow of Wearables Computing Laboratory, Department of Biomedical Engineering University of Reading, UK, the Visiting Professor of College of Information and Engineering, Wenzhou Medical University, P.R. China, and Duy Tan University, Vietnam. He has held honorary position of Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012–2015). He is the Editor-in-Chief of International Journal of Ambient Computing and Intelligence, IGI Global, the Series Co-Editor of Springer Tracts in Nature-Inspired Computing, Springer, Advances in Ubiquitous Sensing Applications for Healthcare (AUSAH), Elsevier, and the Series Editor of Intelligent Signal Processing and Data Analysis, CRC Press. He has authored/edited more than 40 books with Elsevier, Wiley, CRC, and Springer, and published more than 350 research articles. His main research interests include medical imaging, machine learning, bio-inspired computing, and data mining. He is a life member of Institute of Engineers (India). He is the Indian ambassador of International Federation for Information Processing (IFIP) – InterYIT (International Young ICT Professionals group).

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