Computational Intelligence in Sensor Networks

Computational Intelligence in Sensor Networks

Author: Bijan Bihari Mishra

Publisher: Springer

ISBN: 9783662572771

Category: Technology & Engineering

Page: 488

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This book discusses applications of computational intelligence in sensor networks. Consisting of twenty chapters, it addresses topics ranging from small-scale data processing to big data processing realized through sensor nodes with the help of computational approaches. Advances in sensor technology and computer networks have enabled sensor networks to evolve from small systems of large sensors to large nets of miniature sensors, from wired communications to wireless communications, and from static to dynamic network topology. In spite of these technological advances, sensor networks still face the challenges of communicating and processing large amounts of imprecise and partial data in resource-constrained environments. Further, optimal deployment of sensors in an environment is also seen as an intractable problem. On the other hand, computational intelligence techniques like neural networks, evolutionary computation, swarm intelligence, and fuzzy systems are gaining popularity in solving intractable problems in various disciplines including sensor networks. The contributions combine the best attributes of these two distinct fields, offering readers a comprehensive overview of the emerging research areas and presenting first-hand experience of a variety of computational intelligence approaches in sensor networks.
Computational Intelligence in Sensor Networks
Language: en
Pages: 488
Authors: Bijan Bihari Mishra, Satchidanand Dehuri, Bijaya Ketan Panigrahi, Ajit Kumar Nayak, Bhabani Shankar Prasad Mishra, Himansu Das
Categories: Technology & Engineering
Type: BOOK - Published: 2018-05-22 - Publisher: Springer

This book discusses applications of computational intelligence in sensor networks. Consisting of twenty chapters, it addresses topics ranging from small-scale data processing to big data processing realized through sensor nodes with the help of computational approaches. Advances in sensor technology and computer networks have enabled sensor networks to evolve from
Computational Intelligence for Wireless Sensor Networks
Language: en
Pages: 214
Authors: Sandip Kumar Chaurasiya, Joydeep Dutta, Arindam Biswas, Gorachand Dutta, Mrinal Kanti Sarkar
Categories: Computers
Type: BOOK - Published: 2022-07-25 - Publisher: CRC Press

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
Computational Intelligence in Wireless Sensor Networks
Language: en
Pages: 210
Authors: Ajith Abraham, Rafael Falcon, Mario Koeppen
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-11 - Publisher: Springer

This book emphasizes the increasingly important role that Computational Intelligence (CI) methods are playing in solving a myriad of entangled Wireless Sensor Networks (WSN) related problems. The book serves as a guide for surveying several state-of-the-art WSN scenarios in which CI approaches have been employed. The reader finds in this
Computational Intelligence Methods in Wireless Sensor Networks
Language: en
Pages: 476
Authors: Raghavendra Venkatesh Kulkarni
Categories: Computational intelligence
Type: BOOK - Published: 2010 - Publisher:

"Wireless sensor networks (WSNs) are networks of autonomous nodes that sense, compute and communicate in order to monitor an environment collectively. Ad hoc deployment, dynamic environment and resource constraints in nodes need to be considered while addressing WSN challenges such as deployment, localization, routing and scheduling. Adaptive mechanisms that exhibit
Recent Trends in Computational Intelligence Enabled Research
Language: en
Pages: 418
Authors: Siddhartha Bhattacharyya, Paramartha Dutta, Debabrata Samanta, Anirban Mukherjee, Indrajit Pan
Categories: Computers
Type: BOOK - Published: 2021-07-31 - Publisher: Academic Press

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices