Title :
Efficient implementation of FIR type time domain equalizers for MIMO wireless channels via M-LESQ
Author :
Yang Liu ; Ping Yi ; Yue Wu
Author_Institution :
Inf. Security Nat. Eng. Lab., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Efficient implementation of FIR (finite-impulse-response) equalizers for wireless channels has attracted much attention these days as equalizations can improve the link performance in hostile mobile radio environment by compensating for inter-symbol interference created by multipath within time dispersive channels. Meanwhile, the MIMO (multiple-input-multiple-output) technique becomes a trend in wireless channel design. On the other hand, we have observed a Least-Squares rational function system identification algorithm, which approximates FIR impulse response with IIR (infinite-impulse-response) structures effectively. In this paper, we exploit the approximation algorithm and extend the algorithm for a MIMO response approximation which can generate a hardware-efficient MIMO IIR structure for FIR type time domain equalizers in the wireless system. We demonstrate the efficiency and accuracy of our method with MIMO modeling examples.
Keywords :
FIR filters; IIR filters; MIMO communication; equalisers; least squares approximations; wireless channels; FIR impulse response; FIR type time domain equalizers; M-LESQ; MIMO response approximation; MIMO wireless channels; approximation algorithm; finite-impulse-response equalizers; hardware-efficient MIMO IIR structure; hostile mobile radio environment; infinite-impulse-response structures; intersymbol interference compensation; least-square rational function system identification algorithm; multiple-input-multiple-output technique; time dispersive channels; wireless system; Algorithm design and analysis; Approximation algorithms; Communication system security; Decision feedback equalizers; Digital filters; Finite impulse response filter; Information security; Least squares approximation; Least squares methods; MIMO; Approximation methods; FIR digital filters; IIR digital filters; Least squares methods; MIMO systems; Time domain equalizers;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2009 IEEE 20th International Symposium on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4244-5122-7
Electronic_ISBN :
978-1-4244-5123-4
DOI :
10.1109/PIMRC.2009.5450173