کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
هوش محاسباتی در شبکه های حسگر
هوش محاسباتی در شبکه های حسگر

Computational Intelligence in Sensor Networks
سال انتشار: 2019
تعداد صفحات: 496
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 15MB
قیمت: 200,000ريال

افزودن به سبد دانلود

Publisher : Springer

ISBN-10 : 3662585944, 3662572753

ISBN-13 : 978-3662585948, 978-3662572757

ASIN : B07D7QHVPD

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.