Title :
A SE-CMA based blind equalization for MIMO systems
Author :
Kun, Shi ; Xudong, Zhang
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
In this paper, we investigate adaptive blind source separation and equalization for linear multiple input multiple output (MIMO) systems. To effectively recover input signals, remove inter-symbol interference (ISI) and suppress inter-user interference (IUI), a sign error constant modulus algorithm (SE-CMA) is proposed for MIMO systems. Computer simulation results illustrate the promising performance of the proposed method. Without channel identification, the proposed method can recover all the system inputs simultaneously and can be adaptive to channel changes without prior knowledge about signals. Furthermore, this algorithm substantially reduces word length requirement, which will contribute to numerical accuracy and hardware simplicity in finite word length fixed point implementation.
Keywords :
MIMO systems; blind source separation; interference suppression; intersymbol interference; roundoff errors; ISI; IUI; MIMO systems; SE-CMA; adaptive blind source separation; blind equalization; finite word length fixed point implementation; inter-symbol interference suppression; inter-user interference; multiple input multiple output; sign error constant modulus algorithm; Adaptive equalizers; Blind equalizers; Blind source separation; Computer errors; Computer simulation; Hardware; Interference suppression; Intersymbol interference; MIMO; Signal processing;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1441655