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Herausgeber: 
  • Debashis De
  • Santosh Kumar Das
  • Nilanjan Dey
  • Amartya Mukherjee
  • Nature Inspired Computing for Wireless Sensor Networks 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 14-24 Tagen versandfertig
    Veröffentlichung:  Februar 2020  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Nachrichtententechnik, Telekommunikation / TECHNOLOGY & ENGINEERING / Engineering (General) / TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications / TECHNOLOGY & ENGINEERING / Telecommunications / Technology & Industrial Arts
    ISBN:  9789811521249 
    EAN-Code: 
    9789811521249 
    Verlag:  Springer Nature Singapore 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  Springer Tracts in Nature-Insp  
    Dimensionen:  H 241 mm / B 160 mm / D 24 mm 
    Gewicht:  764 gr 
    Seiten:  356 
    Zus. Info:  HC runder Rücken kaschiert 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This book presents nature inspired computing applications for the wireless sensor network (WSN). Although the use of WSN is increasing rapidly, it has a number of limitations in the context of battery issue, distraction, low communication speed, and security. This means there is a need for innovative intelligent algorithms to address these issues.
    The book is divided into three sections and also includes an introductory chapter providing an overview of WSN and its various applications and algorithms as well as the associated challenges. Section 1 describes bio-inspired optimization algorithms, such as genetic algorithms (GA), artificial neural networks (ANN) and artificial immune systems (AIS) in the contexts of fault analysis and diagnosis, and traffic management. Section 2 highlights swarm optimization techniques, such as African buffalo optimization (ABO), particle swarm optimization (PSO), and modified swarm intelligence technique for solving the problems of routing,network parameters optimization, and energy estimation. Lastly, Section 3 explores multi-objective optimization techniques using GA, PSO, ANN, teaching¿learning-based optimization (TLBO), and combinations of the algorithms presented. As such, the book provides efficient and optimal solutions for WSN problems based on nature-inspired algorithms.

      



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