DocumentCode :
2904480
Title :
On the Activation Ordering of Detector, Decoder, and Channel Estimator in Iterative Receiver for MIMO-OFDM
Author :
Ylioinas, Jari ; Karjalainen, Juha ; Juntti, Markku
Author_Institution :
Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland
fYear :
2010
fDate :
23-27 May 2010
Firstpage :
1
Lastpage :
6
Abstract :
An iterative receiver for a multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM) system is considered to jointly decode the transmitted bits and estimate the channel state. The receiver consists of the a posteriori probability (APP) algorithm, the repeat-accumulate (RA) decoder, and the least-squares (LS) channel estimator. An obvious problem, with more than two blocks in an iterative receiver, is to find the optimal activation schedule of the different blocks. This paper proposes to use extrinsic information transfer (EXIT) charts to characterize the behavior of the receiver blocks and find out the optimal activation schedule for them. An analytical expression of the EXIT function is derived for the LS channel estimator. An algorithm is proposed to generate the EXIT function of the APP algorithm as a function of channel estimate mutual information (MI). Surface fitting is used to get closed form expressions for the EXIT functions of the APP algorithm and the RA decoder. A trellis search based algorithm is shown to find the convergence with the lowest possible complexity using the EXIT charts. With the proposed concept, the activation scheduling can be adapted to prevailing channel circumstances and unnecessary iterations will be avoided.
Keywords :
MIMO communication; OFDM modulation; channel estimation; iterative decoding; probability; trellis codes; MIMO OFDM; a posteriori probability algorithm; activation ordering; extrinsic information transfer chart; iterative detector; iterative receiver; least square channel estimator; multiple-input multiple-output system; orthogonal frequency division multiplexing; receiver blocks; repeat-accumulate decoder; trellis search; Detectors; Frequency division multiplexing; Frequency estimation; Iterative algorithms; Iterative decoding; MIMO; Mutual information; OFDM; State estimation; Surface fitting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
ISSN :
1550-3607
Print_ISBN :
978-1-4244-6402-9
Type :
conf
DOI :
10.1109/ICC.2010.5502178
Filename :
5502178
Link To Document :
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