Title :
EM Based Iterative Receiver for Joint Decoding and Channel Parameter Estimation in Space-Frequency Turbo Coded OFDM
Author :
Ylioinas, Jari ; Juntti, Markku
Author_Institution :
Centre for Wireless Commun., Oulu Univ.
Abstract :
Expectation-maximization (EM) based joint decoding and channel parameter estimation for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) system is considered. A new iterative receiver structure is proposed to operate together with space-frequency turbo coded modulation (SFTuCM) using decoder outputs to refine the channel parameter estimates. The proposed receiver performs well with low pilot overhead despite the fast changing channel state. The proposed receiver improves not only the error probability performance but remarkable improvement is achieved in the channel parameter estimation accuracy when compared to pilot based estimation with the same overhead
Keywords :
MIMO systems; OFDM modulation; channel coding; channel estimation; error statistics; expectation-maximisation algorithm; turbo codes; wireless channels; EM based iterative receiver; error probability performance; expectation-maximization based iterative receiver; joint decoding-channel parameter estimation; multiple-input multiple-output system; orthogonal frequency division multiplexing system; pilot based estimation; space-frequency turbo coded OFDM; Channel estimation; Fading; Iterative algorithms; Iterative decoding; MIMO; Maximum likelihood decoding; OFDM; Parameter estimation; Receiving antennas; Turbo codes;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2006 IEEE 17th International Symposium on
Conference_Location :
Helsinki
Print_ISBN :
1-4244-0329-4
Electronic_ISBN :
1-4244-0330-8
DOI :
10.1109/PIMRC.2006.254372