Chapter 4. Channel Estimation and Prediction
Published Online: 25 NOV 2009
DOI: 10.1002/9780470021804.ch4
Copyright © 2009 John Wiley & Sons, Ltd
Book Title
Systems Engineering in Wireless Communications
Additional Information
How to Cite
Koivo, H. and Elmusrati, M. (2009) Channel Estimation and Prediction, in Systems Engineering in Wireless Communications, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470021804.ch4
Publication History
- Published Online: 25 NOV 2009
- Published Print: 27 NOV 2009
ISBN Information
Print ISBN: 9780470021781
Online ISBN: 9780470021804
- Summary
- Chapter
Keywords:
- channel estimation and prediction;
- temporal, time-varying models - modeling multipath fast changes in channel;
- linear time-variant (LTV) channel model;
- LTV system simulation;
- discrete-time models;
- one-step predictor and output and prediction error;
- least squares identification;
- minimum variance prediction and ARMA model;
- ARMA model for Rayleigh fading;
- self-tuning predictor
Summary
This chapter contains sections titled:
Introduction
Linear Time-Variant (LTV) Channel Model
Multivariable Case
Simulation of LTV Systems
Discrete-Time Models
Discrete-Time Models with Noise
Least Squares Identification
Minimum Variance Prediction
Self-Tuning Predictor
System Identification with Neural Networks
Summary