Title :
Parallel interference cancellation MIMO decision feedback equalization based on recursive least square algorithm
Author :
Wang, Yun ; Wang, Jinkuan ; Xie, Zhibin
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
Abstract :
We present a new receiver structure able to deliver high data rates in a multi-input-multi-output (MIMO) frequency selective wireless environment. The parallel interference cancellation MIMO decision feedback equalization based on recursive least square algorithm (RLS-PIC-DFE) is obtained by canceling decided symbols from the received symbols parallel with the decision feed-forward equalizer (DFE) solution as a well known expression encountered in fast recursive least squares (RLS) adaptive algorithms, and the decision feedback equalizer as a convolution of the decision feed-forward equalizer with the channel. The RLS-PIC-DFE algorithm avoids the interference of the decided symbols and improves the detection performance. Under the environment of multiple scattering wireless communication, the simulation experiment results show that compared to the traditional decision feedback equalization based on recursive least square algorithm (RLS-DFE), the detection performance of proposed algorithm is improved dramatically.
Keywords :
MIMO communication; decision feedback equalisers; interference suppression; least squares approximations; recursive estimation; decision feed-forward equalizer; decision feedback equalizer; multi-input-multi-output frequency selective wireless environment; multiple scattering wireless communication; parallel interference cancellation MIMO decision feedback equalization; recursive least square adaptive algorithm; Adaptive algorithm; Convolution; Decision feedback equalizers; Feedforward systems; Frequency; Interference cancellation; Least squares methods; MIMO; Resonance light scattering; Wireless communication; decision feedback; parallel interference cancellation; recursive least square;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593497