Title :
Design of FIR precoders and equalizers for broadband MIMO wireless channels with power constraints
Author :
Guo, Yongfang ; Levy, Bernard C.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
Abstract :
This paper examines the optimum design of FIR precoders or equalizers for multiple-input multiple-output (MIMO) frequency-selective wireless channels. The matrix Bezout identity (S.Y. Kung, et al., 2002) can be employed to design a FIR MIMO precoder/equalizer for a left/right coprime channel. Unfortunately, Bezout precoders/equalizers usually increase the transmit/noise power in order to compensate for the deep frequency fades in channels. To overcome this problem, we describe in this paper a convex optimization technique for the optimal synthesis of MIMO FIR precoders subject to transmit power constraints, and of MIMO FIR equalizers with output SNR constraints. The synthesis problem reduces to the minimization of a quadratic objective function under convex quadratic inequality constraints, so it can be solved by employing Lagrangian duality. Instead of solving the primal problem, we solve the lower dimensional dual problem for the Lagrange multipliers. The simulation results show that optimal precoders with power constraints outperform Bezout precoders.
Keywords :
MIMO systems; OFDM modulation; antenna arrays; broadband networks; convex programming; equalisers; fading channels; matrix algebra; FIR equalizer; FIR precoder; Lagrange multipliers; Lagrangian duality; MIMO; convex optimization technique; frequency-selective wireless channels; matrix Bezout identity; multiple-input multiple-output channel; quadratic objective function; transmit power constraints; Decision feedback equalizers; Delay; Finite impulse response filter; Interchannel interference; Interference constraints; Lagrangian functions; MIMO; Receiving antennas; Transmitters; Wireless communication;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292299