Soft Computing in Communications

Front Matter....Pages I-VIII
Neural Approximation of Resource Allocation Functions in Multiservice Access Multiplexers....Pages 1-30
Performance of the Multilayer Perceptron-based Decision Feedback Equalizer with Lattice Structure in Non-Linear Channels....Pages 31-53
Nonlinear Channel Identification Using Natural Gradient Descent: Application to Modeling and Tracking....Pages 55-70
Maximizing Topology Connectivity Using a Hopfield Neural Network....Pages 71-86
Binary Neural Network Approaches to Combinatorial Optimization Problems in Communication Networks....Pages 87-104
Robust Multiuser Detection Using Artificial Neural Networks....Pages 105-129
Minimizing Interference in Cellular Mobile Communications by Optimal Channel Assignment Using Chaotic Simulated Annealing....Pages 131-145
Orthogonal Genetic Algorithms with Application to Multimedia Multicast Routing....Pages 147-174
Solving the QoS Multicast Routing Problems Using Genetic Algorithms....Pages 175-200
Base Station Location Optimization in Cellular Wireless Networks using Heuristic Search Algorithms....Pages 201-219
The Synthesis and Design of Communication Antennas Using Genetic Algorithms....Pages 221-244
QoS Adaptation Based on Fuzzy Theory....Pages 245-267
Fuzzy Chaotic Synchronization and Communication — Signal Masking and Encryption....Pages 269-291
Intelligent Channel Assignment Schemes for Hierarchical Cellular Systems....Pages 293-321
A New Mobility Prediction System using Neuro-Fuzzy Model and Its Application to Restoration of Mobility Databases....Pages 323-343
Voice Over Wireless LAN Using Intelligent Control....Pages 345-364
Least Squares Kernel Methods and Applications....Pages 365-387
Least Bit Error Rate Adaptive Multiuser Detection....Pages 389-408