Title :
An Iterative Receiver for Joint Detection, Decoding, and Channel Estimation in Turbo Coded MIMO OFDM
Author :
Ylioinas, Jari ; Juntti, Markku
Author_Institution :
Univ. of Oulu, Oulu
Abstract :
An iterative receiver using a list detector, a turbo decoder, and the space-alternating generalized expectation- maximization (SAGE) based channel estimation for a multiple- input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) system is considered to jointly decode the transmitted bits and to estimate the channel state. Different iterative processing possibilities are identified and compared to each other from the performance point of view. The performance of the list parallel interference cancellation (PIC) detection algorithm is compared to the K-best list sphere detector (LSD) while using them as a soft MIMO detector to approximate the a posteriori probability (APP) detector with reduced complexity and with minor losses in the performance. According to the results, the iterative receiver performs well with the low pilot overhead despite the fast fading channel.
Keywords :
MIMO communication; OFDM modulation; channel coding; channel estimation; expectation-maximisation algorithm; fading channels; interference suppression; iterative decoding; probability; radio receivers; turbo codes; channel estimation; fading channel; iterative decoding; iterative receiver; joint detection algorithm; k-best list sphere detector; list detector; list parallel interference cancellation; multiple-input multiple-output system; orthogonal frequency division multiplexing system; posteriori probability detector; soft MIMO detector; space-alternating generalized expectation-maximization; turbo coded MIMO OFDM; turbo decoder; Channel estimation; Detectors; Frequency estimation; Interference cancellation; Iterative decoding; MIMO; OFDM; Performance loss; State estimation; Turbo codes;
Conference_Titel :
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2109-1
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2007.4487497