SAGE algorithms for multipath detection and parameter estimation in asynchronous CDMA systems

Citation
A. Logothetis et C. Carlemalm, SAGE algorithms for multipath detection and parameter estimation in asynchronous CDMA systems, IEEE SIGNAL, 48(11), 2000, pp. 3162-3174
Citations number
25
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
48
Issue
11
Year of publication
2000
Pages
3162 - 3174
Database
ISI
SICI code
1053-587X(200011)48:11<3162:SAFMDA>2.0.ZU;2-P
Abstract
Algorithms to estimate blindly the parameters and input sequences for a mul tiuser asynchronous code division multiple access (CDMA) system are propose d, The communication system is modeled as a frequency selective fading chan nel with multipath propagation, where the number of active propagation chan nels is unknown and highly time varying, Estimates of input sequences and u nknown parameters are jointly computed via the SAGE algorithm, The SAGE alg orithm provides a unified approach in combining jointly multiuser detection and parameter estimation in an optimal way. Depending on the realizations of the SAGE algorithm, well-known state and parameter estimation schemes of various complexities are optimally combined.