Title :
Bit Allocation Schemes for MIMO Equal Gain Precoding
Author :
Chao, Chi-Liang ; Tsai, Shang-Ho ; Hsu, Terng-Yin
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
5/1/2011 12:00:00 AM
Abstract :
We design equal gain precoders with scalar quantization in MIMO systems with limited feedback, which do not require the predefined codebook. In such precoders, bit allocation can be used to quantize the precoding vector/matrix to further improve the system performance. There are two conventional bit allocation schemes. One is the uniform bit allocation and the other is the optimal bit allocation obtained by using exhaustive search. The uniform bit allocation is simple but turns out to have obvious performance degradation. On the other hand, the exhaustive search method leads to the optimal performance. However, its computational complexity is extremely high and may be somewhat impractical to be realized. In this paper, we propose two bit allocation schemes for the MIMO equal gain precoder with scalar quantization. Both of the proposed methods are with low complexity and their performance is close to the optimal scheme. Consequently, the proposed bit allocations provide good trade-off between performance and complexity.
Keywords :
MIMO communication; communication complexity; precoding; quantisation (signal); search problems; MIMO equal gain precoding; MIMO system; computational complexity; exhaustive search; limited feedback; optimal bit allocation; precoding matrix; precoding vector; predefined codebook; scalar quantization; system performance; uniform bit allocation; Antennas; Bit rate; Complexity theory; MIMO; Quantization; Signal to noise ratio; Transmitters; Bit allocation; MIMO; equal gain precoder; limited feedback; scalar quantized (SQ);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2011.030311.100106