Synopsis
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.
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