Title :
Performance of turbo equalization using doped accumulator with channel estimation
Author :
Takano, Yasuhiro ; Anwar, Khoirul ; Matsumoto, Tad
Author_Institution :
Japan Adv. Inst. of Sci. & Technol. (JAIST), Ishikawa, Japan
Abstract :
The major objective of this paper is to reveal the performance of the turbo equalization using doped accumulator (TEQ-ACC) when it is combined with channel estimation, in broadband single carrier signalling. It is shown that the accuracy of the channel estimate in TEQ-ACC is inferior to that in conventional turbo equalization (TEQ-CVT), if TEQ-ACC generates the soft replica only from the soft information fed back from the decoder. To cope with this problem, this paper proposes a new soft replica generation method for TEQ-ACC which achieves asymptotically the equivalent accuracy of channel estimates to that with TEQ-CVT. Simulation results show that the gain in frame-error-rate (FER) with TEQ-ACC utilizing the proposed soft replica generation method is significant, 1 dB better than TEQ-CVT at FER = 10-3 under pedestrian mobility channel assumptions. Furthermore, this paper verifies that TEQ-ACC with channel estimation implemented by an adaptive subspace tracking technique, Low rank adaptive filtering (LO-RAF), achieves exactly the same FER performance as that with the sliding window singular value decomposition (SVD)-based technique.
Keywords :
adaptive filters; channel estimation; decoding; equalisers; mobility management (mobile radio); singular value decomposition; TEQ-ACC; adaptive subspace tracking technique; broadband single carrier signalling; channel estimation; decoder; doped accumulator; frame-error-rate; low rank adaptive filtering; pedestrian mobility channel assumption; sliding window singular value decomposition-based technique; soft replica generation method; turbo equalization; Neodymium;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2011 5th International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4577-1179-4
Electronic_ISBN :
978-1-4577-1178-7
DOI :
10.1109/ICSPCS.2011.6140896