http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Computational intelligence in telecommunications networks
1 online resource (516 pages) : illustrations
Telecommunications has evolved and grown at an explosive rate in recent years and will undoubtedly continue to do so. As its functions, applications, and technology grow, it becomes increasingly complex and difficult, if not impossible, to meet the demands of a global network using conventional computing technologies. Computational intelligence (CI) is the technology of the future-and the future is now. Computational Intelligence in Telecommunications Networks offers an in-depth look at the rapid progress of CI technology and shows its importance in solving the crucial problems of future telecommunications networks. It covers a broad range of topics, from Call Admission Control, congestion control, and QoS-routing for ATM networks, to network design and management, optical, mobile, and active networks, and Intelligent Mobile Agents. Today's telecommunications professionals need a working knowledge of CI to exploit its potential to overcome emerging challenges. The CI community must become acquainted with those challenges to take advantage of the enormous opportunities the telecommunications field offers.; This text meets both those needs, clearly, concisely, and with a depth certain to inspire further theoretical and practical advances.
Computational intelligence: a development environment for telecommunications networks / Witold Pedrycz, Athanasios V. Vasilakos -- Neural network methods for call admission control / Richard G. Ogier, Nina Taft-Plotkin -- CAC and computational intelligence / Ray-Guang Cheng, Chung-Ju Chang -- Fuzzy connection admission control for ATM networks / Kiyohiko Uehara, Kaoru Hirota -- Congestion control / Andreas Pitsillides, Ahmet Sekercioglu -- Fuzzy queue function for ERICA ATM switch controller / Yaron Klein, Abraham Kandel -- Fuzzy rate regulation with feedback controllers in ATM networks / Christos Douligeris, Yao-Ching Liu -- Applicability of reinforcement learning algorithms to usage parameter control / Antonios F. Atlasis, Athanasios V. Vaskilakos -- Networking algorithms and computational intelligence / Sumit Ghosh [and others] -- QoS-based hierarchical routing in ATM networks using reinforcement learning algorithms: a methodology / Marios P. Saltouros [and others] -- Network routing with the use of evolutionary methods / Masaharu Munetomo -- Design and use of neural network applications in telecommunications / R.J. Frank, N. Davey, S.P. Hunt -- Elements of computational intelligence for network management / P. Venkataram -- Intelligent monitoring for network fault management / Cynthia S. Hood, Chuanyi Ji -- Hybrid genetic approach for channel reuse in multiple access telecommunication networks / Imrich Chlamtac, Andrea Fumagalli, Luca Valcarenghi -- Dynamic channel assignment schemes using neural networks / D. Tissainayagam, M. Palaniswami, D. Everitt -- Mobility profile prediction using fuzzy inference in cellular networks / Xuemin SHen, Jon W. Mark -- Intelligent agents in telecommunication networks / Costas Tsatsoulis, Leen-Kiat Soh.
edited by Witold Pedrycz, Athanasios Vasilakos.
Includes bibliographical references and index.