Title :
Iterative joint optimization of minimal transmit redundancy FIR zero-forcing precoder-equalizer system for MIMO-ISI channel
Author :
Kwan, Man-Wai ; Kok, Chi-Wah
Author_Institution :
Depart. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
An iterative joint FIR precoder-equalizer optimization algorithm for MIMO ISI channel is proposed. This algorithm provides a suboptimal solution of the FIR zero-forcing precoder (ZFP) and equalizer (ZFE) for the space-time modulated code (STMC) system. Although serval joint precoder-equalizer design methods for MIMO ISI were proposed, existing design methods require a long guard period, which is larger than or equal to the channel order, to be inserted in the transmitted signal for avoiding the inter-block interference (IBI). This reduces the spectral efficiency of those systems. In this paper, we adopted the STMC structure, which does not require a long guard period. Using the FIR LS ZFE designing techniques previously proposed by us, we proposed a FIR LS ZFP design method. By combining the proposed ZFP design method with the ZFE design method, we propose an iterative joint FIR precoder-equalizer optimization algorithm. Although the iterative algorithm can only provide the suboptimal precoder-equalizer design, simulation results showed that substantial performance gain can be obtained when comparing with those cases without the joint precoder-equalizer design.
Keywords :
FIR filters; MIMO systems; channel coding; equalisers; interference suppression; intersymbol interference; iterative methods; modulation coding; optimisation; space-time codes; FIR LS ZFE; FIR LS ZFP; IBI; MIMO-ISI channel; STMC system; guard period; inter-block interference avoidance; iterative joint optimization; minimal transmit redundancy; performance gain; space-time modulated code; suboptimal solution; zero-forcing precoder-equalizer system; Algorithm design and analysis; Design methodology; Design optimization; Equalizers; Finite impulse response filter; Intersymbol interference; Iterative algorithms; Iterative methods; MIMO; Modulation coding;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326871