Title :
Turbo channel estimation for TDMA systems on highly time and frequency selective channels
Author :
Sihem, Chaabouni ; Sellami, Noura ; Siala, Mohamed
Author_Institution :
Dept. of Telecommun., Sup´´Com Tunis, Tunis
Abstract :
In this paper, we consider a Time Division Multiple Access (TDMA) transmission of coded symbols over a time and frequency selective channel. We consider at the receiver a turbo-detector consisting of a Maximum A Posteriori (MAP) equalizer and a MAP decoder. We assume that the channel is unknown at the receiver. Thus, we develop a MAP iterative burst by burst channel estimation algorithm using the Expectation-Maximization (EM) algorithm. It needs a convenient representation of the channel based on the Karhunen-Love expansion theorem. It also needs a posteriori probabilities (APPs) on the coded symbols. These probabilities are provided by the MAP decoder at each iteration of the receiver. Simulations show that the performance of our iterative receiver approaches the performance obtained when the channel is perfectly known.
Keywords :
Karhunen-Loeve transforms; channel estimation; expectation-maximisation algorithm; maximum likelihood decoding; receivers; time division multiple access; wireless channels; Karhunen-Loeve expansion theorem; MAP decoder; TDMA systems; a posteriori probabilities; coded symbols; expectation-maximization algorithm; frequency selective channels; iterative receiver; maximum a posteriori equalizer; time division multiple access; turbo channel estimation; turbo-detector; Channel estimation; Delay estimation; Equalizers; Fading; Frequency conversion; Frequency estimation; Iterative algorithms; Iterative decoding; Phase modulation; Time division multiple access;
Conference_Titel :
Wireless Pervasive Computing, 2008. ISWPC 2008. 3rd International Symposium on
Conference_Location :
Santorini
Print_ISBN :
978-1-4244-1652-3
Electronic_ISBN :
978-1-4244-1653-0
DOI :
10.1109/ISWPC.2008.4556203