| 书目名称 | Computational Intelligence in Sensor Networks |
| 编辑 | Bijan Bihari Mishra,Satchidanand Dehuri,Himansu Da |
| 视频video | |
| 概述 | Discusses applications of computational intelligence in sensor networks.Presents current challenges in sensor networks and computational intelligence.Written by leading experts in the field |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | 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 |
| 出版日期 | Book 2019 |
| 关键词 | Computational Intelligence; Information Fusion; Sensor Networks; Neural Networks; Evolutionary Algorithm |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-662-57277-1 |
| isbn_softcover | 978-3-662-58594-8 |
| isbn_ebook | 978-3-662-57277-1Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer-Verlag GmbH Germany, part of Springer Nature 2019 |
发表于 2025-3-21 19:39:25
