Title :
Latency-constrained low-complexity lattice reduction for MIMO-OFDM systems
Author :
Liao, Chun-Fu ; Lan, Fang-Chun ; Huang, Yuan-Hao ; Chiu, Po-Lin
Author_Institution :
Dept. of Eelectrical Eng., Nat. Tsing-Hua Univ., Hsinchu, Taiwan
Abstract :
Recent studies have investigated lattice-reduction (LR) pre processing technique for multiple-input multiple-output (MIMO) detection. However, if LR is applied to the orthogonal frequency-division-multiplexing (OFDM) system, its complexity and latency increase greatly because of the large number of sub-carriers. This paper proposes a new processing architecture for LR-aided MIMO-OFDM system. This LR processing architecture reduces the number of iteration loops by using preprocessing matrix of adjacent sub-carrier. Beside, the grouping of sub-carriers can break the long critical computational path so as to comprise the computational complexity and latency. We simulate the proposed LR-aided MIMO-OFDM processing in the 3GPP-LTE system. The pro posed method not only reduces the computational complexity but also shortens the latency for the lattice reduction.
Keywords :
3G mobile communication; Long Term Evolution; MIMO communication; OFDM modulation; communication complexity; matrix algebra; 3GPP-LTE system; LR-aided MIMO-OFDM processing; computational complexity; latency-constrained low-complexity lattice reduction; lattice-reduction preprocessing technique; multiple-input multiple-output detection; orthogonal frequency division multiplexing system; preprocessing matrix; Computational complexity; Computer architecture; Lattices; MIMO; OFDM; Throughput; LLL algorithm; Lattice Reduction; MIMO; OFDM;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946822