Title :
Filter Bank precoding for FIR equalization in high-rate MIMO communications
Author :
Krishna, A. Vijaya ; Hari, K.V.S.
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
fDate :
5/1/2006 12:00:00 AM
Abstract :
In this paper, the problem of designing finite-impulse-response (FIR) equalizers for multiple-input multiple-output (MIMO) FIR channels is considered. It is shown that an arbitrary MIMO frequency-selective channel can be rendered FIR equalizable by a suitable filter bank (FB) precoding operation that introduces redundancy at the transmitter. The expression for the minimum redundancy required to ensure FIR invertibility is derived. The analysis is extended to the case of MIMO multicarrier modulation. Optimum zero-forcing (ZF) and minimum mean-squared error (MMSE) solutions for the FIR equalizer are derived. Simulation results are provided to demonstrate that the proposed scheme achieves better performance than the block-processing methods while supporting a higher data rate.
Keywords :
FIR filters; MIMO systems; channel bank filters; channel coding; equalisers; least mean squares methods; wireless channels; FIR equalization; MMSE; filter bank precoding; finite-impulse-response equalizers; frequency-selective channel; high-rate MIMO communications; minimum mean-squared error; multiple-input multiple-output; optimum zero-forcing; Equalizers; Filter bank; Finite impulse response filter; Intersymbol interference; MIMO; Polynomials; Redundancy; Signal processing; Transmitters; Wireless communication; Filter bank; Smith form; finite-impulse-response (FIR) equalization; multiple-input multiple-output (MIMO); polynomial matrix; pseudocirculant matrix;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.871971