Paper Info
Title
Analysis of fast fading in multipath propagation by forward-only counterpropagation network
Abstract
An application of the forward-only counterpropagation network (FCPN) is proposed for analyzing fast fading in multipath propagation. The received signal envelope and RF phase in a multipath propagation channel are random variables and the FCPN can approximately find their probability density function. The advantage is a significant reduction in computational burden as well as providing a direct path to parallel implementation. Simulation results for temporal fast fading are given to demonstrate this method. As preprocessing, the analytical results can be directly used to train a feedforward network in modelling multipath propagation
Year
DOI
Venue
1995
10.1109/ICNN.1995.488790
Neural Networks, 1995. Proceedings., IEEE International Conference
Keywords
Field
DocType
fading,feedforward neural nets,land mobile radio,multipath channels,probability,radiowave propagation,statistical analysis,time-varying channels,rf phase,fast fading,feedforward network,forward-only counterpropagation network,mobile communications,modelling,multipath propagation channel,probability density function,signal envelope,random variable,multipath propagation
Multipath propagation,Diversity scheme,Rake receiver,Counterpropagation network,Fading,Computer science,Delay spread,Computer network,Fading distribution,Log-distance path loss model
Conference
Volume
ISBN
Citations 
4
0-7803-2768-3
0
PageRank 
References 
Authors
0.34
1
2
Name
Order
Citations
PageRank
Qin Zhou100.34
Lai, A.K.Y.200.34