Title :
A variable-order Markov-chain-based model for Rayleigh fading and RAKE receiver
Author :
Saadani, Ahmed ; Gelpi, Pierre ; Tortelier, Patrick
Author_Institution :
France Telecom Res. & Dev., Issy Les Moulineaux, France
fDate :
3/1/2004 12:00:00 AM
Abstract :
The reliability of usual Markov chain models for Rayleigh fading depends strongly on the channel variation regime. In this letter, a flat Rayleigh fading channel and RAKE receiver output model for all fading variation speeds is proposed. The complex Gaussian fading and the RAKE output processes are bandlimited. A variable-order Markov chain provides the desirable discrete process with suitable correlation properties at a frequency that respects the sampling theorem. An interpolator provides samples at the transmission rate. This model is available for all fading variation speeds, and the Markov chain is built only once. High soft-output reliability with important simulation time reduction is obtained.
Keywords :
Gaussian channels; Markov processes; Rayleigh channels; bandlimited communication; correlation theory; interpolation; multipath channels; radio receivers; signal sampling; Gaussian fading; RAKE receiver; Rayleigh fading channel; channel variation regime; correlation properties; fading variation speeds; interpolator; multipath channel; sampling theorem; simulation time reduction; soft-output reliability; transmission rate; variable-order Markov chain; Bandwidth; Fading; Frequency; Gaussian processes; Interpolation; Multipath channels; Rayleigh channels; Research and development; Sampling methods; Telecommunications;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.822915