Title :
Decision feedback equalization with sparsity driven thresholding
Author :
Ilic, Jovana ; Strohmer, Thomas ; Guan, Raymond
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California Davis, Davis, CA, USA
Abstract :
For single-carrier systems with frequency domain equalization, decision feedback equalization (DFE) performs better than linear equalization, and has a lower complexity and computational costs than optimum equalizers. The main challenge in DFE is the feedback symbol selection rule. In this paper, we give a theoretical framework for a simple, sparsity based thresholding algorithm. We feedback multiple symbols in each iteration, so the algorithm converges fast and has a low computational cost. The algorithm is applicable in several existing wireless communication systems (SC-FDMA, MC-CDMA, MIMO-OFDM). Numerical results illustrate significant performance improvement in terms of bit error rate compared to the MMSE solution.
Keywords :
MIMO communication; OFDM modulation; code division multiple access; computational complexity; decision feedback equalisers; error statistics; frequency division multiple access; frequency-domain analysis; iterative methods; least mean squares methods; radio networks; MC-CDMA; MIMO-OFDM; MMSE solution; SC-FDMA; bit error rate; computational complexity; decision feedback equalization; feedback multiple symbols; feedback symbol selection rule; frequency domain equalization; iteration; single-carrier systems; sparsity driven thresholding; wireless communication systems; Bit error rate; Decision feedback equalizers; Interference; OFDM; Receivers; Signal processing algorithms; Signal to noise ratio;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757660