1st Edition
Neuro-Fuzzy Equalizers for Mobile Cellular Channels
Introduction
Introduction
The Need for Equalizers
Review of Contemporary Literature
The Major Contributions of the Book
Further Reading
Overview of Mobile Channels and Equalizers
Introduction
The Mobile Cellular Communication System
Fading Characteristics of Mobile Channels
Channel Models
Classification of Equalizers
Conclusion
Further Reading
Neuro-Fuzzy Equalizers for Cellular Channels
Introduction to Neuro-Fuzzy Systems
Type-2 Fuzzy Adaptive Filter
Adaptation of the Type-2 FAF for the Indoor Environment
Conclusion
Further Reading
The ANFIS-Based Channel Equalizer
Introduction
Methods of Channel Equalizer Analysis and Design
Mobile Channel Equalizer Based on ANFIS
Equalization of UWB Systems Using ANFIS
Conclusion
Further Reading
The Compensatory Neuro-Fuzzy Filter (CNFF)
Introduction
CNFF
The Structure of CNFFs
Conclusion
Further Reading
A Radial Basis Function Framework
Introduction
RBF Neural Networks
Type- FAF Equalizer
CNFF
ANFIS Based Channel Equalizer
Conclusion
Further Reading
A Modular Approach to Channel Equalization
Introduction
Nonlinear Channel Models
Nonlinear Channel Equalizers
A Modular Approach for Non-Linear Channel Equalizers
Simulation Results
Conclusion
Further Reading
OFDM and Spatial Diversity
Introduction
CDMA
COFDM
Conclusion
Further Reading
Conclusion
Introduction
The Major Achievements of the Work
Confinements of the Work
Scope for Further Research
Further Reading
Index
Biography
K.C. Raveendranathan holds a bachelor’s degree in electronics and communication engineering, masters in electrical communication engineering, and Ph.D. in computer science and engineering. He worked in BEL Bangalore prior to joining College of Engineering Trivandrum, as a faculty. Now he is working as principal and professor in LBS Institute of Technology for Women Poojappura, Trivandrum, Kerala, India. Raveendranathan has over 25 years of teaching experience in various reputed government engineering colleges in Kerala. He has published over 12 papers in national/international conferences and journals and guided over a dozen UG and PG theses. He has also authored three textbooks. He is a life member of ISTE, Life Fellow of IETE, Life Fellow and Chartered Engineer of IE (India), and a senior member of IEEE.
