Title :
On joint transmitter and receiver optimization for multiple-input-multiple-output (MIMO) transmission systems
Author :
Yang, Jian ; Roy, Sumit
Author_Institution :
Dept. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
fDate :
12/1/1994 12:00:00 AM
Abstract :
The problem of joint transmitter and receiver optimization for MIMO systems under the mean-squared error (MSE) criterion is revisited. We address the general problem of N (number of users) ≠M (number of channel inputs) ≠P (number of channel outputs) when the system is Nyquist bandlimited and obtain analytical solutions for the optimal transmit-receive pair. Next, we demonstrate how the above result is directly applicable to the problem where the system has excess bandwidth, thereby generalizing the results of Salz (1985). In conclusion, several numerical examples are included to demonstrate the performance gains obtainable with jointly optimized MIMO systems vis-a-vis systems based only on receiver optimization
Keywords :
MIMO systems; Nyquist criterion; error statistics; optimisation; performance evaluation; receivers; telecommunication channels; transmitters; MIMO transmission systems; Nyquist bandlimited system; analytical solutions; channel inputs; excess bandwidth; mean-squared error criterion; multiple input multiple output; optimal transmit-receive pair; performance gains; receiver optimization; transmitter optimization; Additive noise; Bandwidth; Communication systems; DSL; Data communication; Filters; Helium; MIMO; Performance gain; Transmitters;
Journal_Title :
Communications, IEEE Transactions on
