Title :
A New Fast Generalized Sphere Decoding Algorithm for Under-Determined MIMO Systems
Author :
Chang, Xiao-Wen ; Yang, Xiaohua
Author_Institution :
Sch. of Comput. Sci., McGill Univ., Montreal, Que.
Abstract :
Generalized sphere decoding (GSD) algorithms have been applied to decode the under-determined MIMO systems. It detects the transmitting vector by decoding a sequence of determined subproblems. In this paper a fast recursive GSD algorithm is proposed. This new algorithm can generate the sequence of determined subproblems in a more efficient way than the current algorithms. A column-reordering strategy for the channel matrix is incorporated into the reduction process of the new algorithm, which can significantly reduce the computational cost. Furthermore, a method to determine a good initial radius of the hyper-sphere is given. Numerical simulations show that the new recursive GSD algorithm can be significantly faster than the current algorithms
Keywords :
MIMO systems; channel coding; decoding; matrix algebra; numerical analysis; sequences; vectors; MIMO system; channel matrix; column-reordering strategy; generalized sphere decoding; multiinput multioutput system; numerical simulation; recursive GSD algorithm; sequence; transmitting vector; Computational efficiency; Computer science; Decoding; MIMO; Numerical simulation; Partitioning algorithms; Receiving antennas; Signal detection; Transmitting antennas; Vectors;
Conference_Titel :
Communications, 2006 23rd Biennial Symposium on
Conference_Location :
Kigston, Ont.
Print_ISBN :
0-7803-9528-X
DOI :
10.1109/BSC.2006.1644560