Title :
Limited feedback precoding for spatial multiplexing systems using linear receivers
Author :
Love, David J. ; Heath, Robert W., Jr.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Abstract :
Multiple-input multiple-output (MIMO) spatial multiplexing wireless systems achieve high spectral efficiencies by demultiplexing the incoming bit stream into multiple substreams. Spatial multiplexing is of practical importance because the multiple substreams can be decoded using linear receivers. Unfortunately, this reduction in complexity degrades the probability of error performance. To overcome this difficulty, error rate performance of spatial multiplexing systems can be improved by sending fewer substreams than the number of transmit antennas by linear preceding. Criteria have been proposed for designing these precoders when complete channel knowledge is available to the transmitter. The assumption of complete channel knowledge is often unrealistic in many communication systems such as those with low rate feedback channels. Thus a quantized preceding scheme is proposed where the receiver sends back a fixed number of bits to the transmitter. This bit pattern corresponds to an index within a finite set of preceding matrices. A previously proposed criterion is used to determine the matrix in this precoder codebook to choose. A design method for these codebooks using techniques from Grassmannian subspace packing is presented. Simulation results show this technique outperforms typical antenna selection.
Keywords :
MIMO systems; Monte Carlo methods; decoding; demultiplexing; feedback; linear codes; quantisation (signal); telecommunication channels; transmitting antennas; Grassmannian subspace packing; bit stream; communication systems; demultiplexing; error rate performance; feedback channels; feedback precoding; linear receivers; multiple substreams; multiple-input multiple-output; precoder codebook; quantized preceding scheme; spatial multiplexing systems; spatial multiplexing wireless systems; transmit antennas; Array signal processing; Degradation; Feedback; Heat engines; MIMO; Maximum likelihood decoding; Resistance heating; Transmitters; Transmitting antennas; Vectors;
Conference_Titel :
Military Communications Conference, 2003. MILCOM '03. 2003 IEEE
Print_ISBN :
0-7803-8140-8
DOI :
10.1109/MILCOM.2003.1290176