Title :
A low-complexity iterative channel estimation and detection technique for doubly selective channels
Author :
Guo, Qinghua ; Ping, Li ; Huang, Defeng
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, China
fDate :
8/1/2009 12:00:00 AM
Abstract :
In this paper, we propose a low-complexity iterative joint channel estimation, detection and decoding technique for doubly selective channels. The key to the proposed technique is a segment-by-segment processing strategy under the assumption that the channel is approximately static within a short segment of a data block. Through a virtual zero-padding technique, the proposed segment-by-segment equalization approach inherits the low-complexity advantage of the conventional frequency domain equalization (FDE), but does not need the assistance of guard interval (for cyclic-prefixing or zero-padding), thereby avoiding the spectral and power overheads. Furthermore, we develop a low-complexity bidirectional channel estimator, where the Gaussian message passing (GMP) technique is used to exploit the channel correlation information, and the intermediate channel estimation results in the iterative process are employed to perform inter-tap interference cancellation. Simulation results demonstrate the effectiveness of the proposed detection and channel estimation algorithms.
Keywords :
Gaussian processes; channel estimation; equalisers; interference suppression; iterative decoding; iterative methods; message passing; Gaussian message passing technique; channel correlation information; doubly selective channels; frequency domain equalization; intermediate channel estimation; intertap interference cancellation; iterative decoding technique; iterative detection technique; low- complexity bidirectional channel estimator; low-complexity iterative channel estimation; segment-by-segment equalization approach; segment-by-segment processing strategy; virtual zero-padding technique; Australia Council; Channel estimation; Convolution; Frequency domain analysis; Interference cancellation; Intersymbol interference; Iterative algorithms; Iterative decoding; Message passing; Tail; Channel estimation, turbo equalization, doubly selective channels, frequency domain equalization (FDE), cyclicprefixing, zero-padding, CP reconstruction, Gaussian message passing (GMP);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2009.081448