Title :
Iterative receiver for joint detection and channel estimation in OFDM systems under mobile radio channels
Author :
Park, Seung Young ; Kim, Yeun Gu ; Kang, Chung Gu
Author_Institution :
Samsung Adv. Inst. of Technol., Yong-In, South Korea
fDate :
3/1/2004 12:00:00 AM
Abstract :
In this paper, an iterative receiver for a joint data-detection and channel-estimation scheme is presented for orthogonal frequency-division multiplexing systems, which incorporates iterative decoding in the receiver. In the proposed scheme, a maximum a posteriori-based decoder and a channel estimator provide more reliable information on the coded bits for each other in an iterative manner. We first consider a practical implementation issue for the optimal minimum mean squared error two-dimensional (2-D) channel estimator as an essential element in the iterative receiver. To reduce the complexity of the 2-D estimator as suited to the iterative receiver, we focus on rigorously investigating how a separable estimator must be designed so that its structure may become asymptotically equivalent to that of the optimal 2-D estimator. Furthermore, we derive an analytical expression of the iterative process to evaluate a convergence performance as a function of the number of iterations and discuss its convergence property. Our simulation results demonstrate that the proposed iterative receiver achieves a near-ideal performance with only a few iterations under time-variant multipath fading channels.
Keywords :
OFDM modulation; channel estimation; demodulation; error statistics; fading channels; iterative decoding; least mean squares methods; maximum likelihood estimation; mobile radio; multipath channels; radio receivers; 2D channel estimator; OFDM systems; channel estimation; coded bit error rate; convergence property; data detection; iterative decoding; iterative receiver; maximum a posteriori-based decoder; minimum mean squared error; mobile radio channels; orthogonal frequency division multiplexing; time-variant multipath fading channels; turbo processing principle; Channel estimation; Convergence; Fading; Frequency division multiplexing; Iterative decoding; Land mobile radio; OFDM; Performance analysis; Receivers; Two dimensional displays;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2004.823536