rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Soft Computing in Communications
  name:
    name part: Wang, Lipo.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2004
    edition: 1st ed. 2004.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: VIII, 408 p. online resource.
  abstract: This book is dedicated to recent novel applications of soft computing in communications. It presents the methodologies of neural networks, evolutionary computation, fuzzy logic and neurofuzzy systems, and kernel methods. Applications to the wide field of communications are demonstrated, such as to multiservice access multiplexers, hierarchical cellular systems, multicast routing, optimal channel assignment to cellular mobile communications, transporting voice over a wireless LAN, or the design of communication antennas.
  table of contents: 1: Neural Networks -- Neural Approximation of Resource Allocation Functions in Multiservice Access Multiplexers -- Performance of the Multilayer Perceptron-based Decision Feedback Equalizer with Lattice Structure in Non-Linear Channels -- Nonlinear Channel Identification Using Natural Gradient Descent: Application to Modeling and Tracking -- Maximizing Topology Connectivity Using a Hopfield Neural Network -- Binary Neural Network Approaches to Combinatorial Optimization Problems in Communication Networks -- Robust Multiuser Detection Using Artificial Neural Networks -- Minimizing Interference in Cellular Mobile Communications by Optimal Channel Assignment Using Chaotic Simulated Annealing -- 2: Evolutionary Computation -- Orthogonal Genetic Algorithms with Application to Multimedia Multicast Routing . -- Solving the QoS Multicast Routing Problems Using Genetic Algorithms -- Base Station Location Optimization in Cellular Wireless Networks using Heuristic Search Algorithms -- The Synthesis and Design of Communication Antennas Using Genetic Algorithms -- 3: Fuzzy Logic and Neurofuzzy Systems -- QoS Adaptation Based on Fuzzy Theory -- Fuzzy Chaotic Synchronization and Communication - Signal Masking Encryption -- Intelligent Channel Assignment Schemes for Hierarchical Cellular Systems -- A New Mobility Prediction System using Neuro-Fuzzy Model and Its Application to Restoration of Mobility Databases -- Voice Over Wireless LAN Using Intelligent Control -- 4: Kernel Methods -- Least Squares Kernel Methods and Applications -- Least Bit Error Rate Adaptive Multiuser Detection.
  note: edited by Lipo Wang.
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Computer communication systems
  subject:
    topic: Computers
  subject:
    topic: Application software
  subject:
    topic: Multimedia information systems
  subject:
    topic: Electrical engineering
  subject:
    topic: Mathematical and Computational Engineering
  subject:
    topic: Computer Communication Networks
  subject:
    topic: Information Systems and Communication Service
  subject:
    topic: Information Systems Applications (incl. Internet)
  subject:
    topic: Multimedia Information Systems
  subject:
    topic: Communications Engineering, Networks
  classification: TA329-348
  classification: TA640-643
  classification: 519
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Fuzziness and Soft Computing, 136
  identifier: 9783540450900
  identifier: https://doi.org/10.1007/978-3-540-45090-0
  record info:
    record creation date: 130526
    record change date: 20191021201814.0
    record identifier: 978-3-540-45090-0