Title :
Joint transmitter-receiver optimization for multiple input multiple output (MIMO) systems
Author :
Hwang, Keun Chul ; Lee, Kwang Bok Ed
Author_Institution :
Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
Abstract :
Multiple transmit (Tx) and multiple receive (Rx) antenna systems, referred to as multiple input multiple output (MIMO) systems, have been proposed to achieve higher data rates in wireless communication systems. In this paper, we investigate joint optimization of transmitter and receiver for MIMO system when the channel information is available at both transmitter and receiver. We discuss the problem of designing Tx and Rx filter based on minimum bit error probability criterion. We first derive the optimum Tx and Rx filters for the special case of two input data symbols. Based on this optimum filter, we propose a Tx and Rx filter optimization for the general case of input data symbols. The performance of the proposed Tx and Rx filters is compared with that of the conventional minimum mean-squared error (MMSE) filter. Performance analysis shows that the proposed filter provides significant improvement over the MMSE filter in bit error probability.
Keywords :
MIMO systems; antenna arrays; error statistics; least mean squares methods; multibeam antennas; optimisation; radio receivers; radio transmitters; receiving antennas; transmitting antennas; MIMO systems; bit error probability; channel information; filter optimization; input data symbols; minimum mean-squared error filter; multiple input multiple output systems; multiple receive antennas systems; multiple transmit antennas systems; receiver optimization; transmitter optimization; wireless communication systems; AWGN; Error probability; Filters; Frequency; Interference cancellation; MIMO; Power transmission; Random variables; Rayleigh channels; Transmitting antennas;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1207741