Title :
A new recursive algorithm to blindly recover input sequences
Author :
Zhang, Zhi-Yong ; Zhang, Yun ; Wang, Jun
Author_Institution :
Nanjing Univ. of Posts & Telecommun., China
Abstract :
This paper presents a recursive algorithm of combinational optimization to blindly recover transmitted sequences of any length. The recursive algorithm is obtained by using a moving window with a forgetting factor. The exact initial sequence of the recursive algorithm is provided by quadratic programming, whose cost function is formed by using the residual in the left complement subspace of a received data matrix. Simulation results show that the algorithm converges quickly and has small bit error rate in blind recovery of input sequences.
Keywords :
blind equalisers; channel estimation; convergence; error statistics; intersymbol interference; optimisation; recursive functions; sequences; SIMO channel; bit error rate; blind recovery; combinational optimization; convergence; quadratic programming; received data matrix; recursive algorithm; transmitted sequence; Blind equalizers; Computational efficiency; Costs; Fellows; Finite impulse response filter; Higher order statistics; Intersymbol interference; Quadratic programming; Signal processing; Tin;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1433690