Title :
Low-Complexity Turbo Block Decision Feedback Equalization for MIMO Systems
Author :
Tao, Jun ; Wu, Jingxian ; Zheng, Yahong Rosa
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Missouri, Columbia, MO, USA
Abstract :
This paper proposes a low-complexity turbo block decision feedback equalizer (BDFE) with reliability-based successive soft interference cancellation (SSIC) for multiple-input multiple-output (MIMO) systems. Turbo equalization in MIMO systems needs to combat both intersymbol interference (ISI) due to frequency-selective fading and multiplexing interference (MI) among data streams transmitted by different antennas. The proposed MIMO BDFE performs SSIC on both ISI in the time-domain and MI in the space-domain. For an SSIC receiver, the order in which the symbols are detected and cancelled is critical to the system performance, yet it is often overlooked in the literature. We propose a new reliability-based detection ordering scheme, where symbols with higher a priori reliability are detected before those with lower a priori reliability. The reliability information can be obtained from the a priori probability at the input of the soft-decision equalizer. The reliability-based ordering scheme is enabled by the turbo equalization structure, and it yields an extra equalization gain that is unavailable in a conventional equalization system. Furthermore, the adoption of non-linear BDFE in MIMO systems enables a low-complexity sequence-based log-likelihood ratio (LLR) evaluation, which is superior to the symbol-based LLR evaluation method employed by most other low-complexity turbo equalizers.
Keywords :
MIMO communication; block codes; decision feedback equalisers; fading channels; interference suppression; intersymbol interference; telecommunication network reliability; time-domain analysis; turbo codes; BDFE; ISI; MI; MIMO systems; SSIC; a priori reliability; antennas; data stream transmission; frequency-selective fading; intersymbol interference; low-complexity sequence-based log-likelihood ratio; low-complexity turbo block decision feedback equalization; multiple-input multiple-output; multiplexing interference; reliability-based detection ordering scheme; reliability-based successive soft interference cancellation; soft-decision equalizer; space-domain; time-domain; Computational complexity; Decision feedback equalizers; Fading; Frequency; Interference cancellation; Intersymbol interference; MIMO; Peer to peer computing; System performance; USA Councils;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5502717