Title :
Modified decorrelating decision-feedback detection of BLAST space-time system
Author :
Zha, Wei ; Blostein, Steven D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont., Canada
Abstract :
We propose a stable and reduced-complexity detection method for the Bell Labs layered space-time (BLAST) coding system. The existing iterative nulling and cancellation algorithm for BLAST has high computational complexity and requires repeated matrix pseudo-inverse calculation which may lead to numerical instability. A square-root algorithm was proposed by other researchers to reduce complexity and improve numerical stability. In this paper, to further reduce complexity, we modify the decorrelating decision-feedback CDMA multiuser detection method and apply it to BLAST. Similar to the square-root algorithm, numerical stable unitary transformations are performed on the Cholesky-decomposed matrices to reorder the detection and cancellation steps. However, our method exploits a symmetry property in the triangularization process, which may further improve the numerical stability and reduce computational complexity over that of the square-root algorithm. In the simulation results, the impact of the reordering on performance is demonstrated
Keywords :
code division multiple access; computational complexity; decision feedback equalisers; decorrelation; iterative methods; linear codes; matrix algebra; multiuser channels; numerical stability; signal detection; BLAST space-time system; Bell Labs layered space-time coding; Cholesky-decomposed matrices; cancellation steps; computational complexity; decorrelating decision-feedback CDMA multiuser detection method; modified decorrelating decision-feedback detection; nulling/cancellation algorithm; numerical instability; numerical stable unitary transformations; reduced-complexity detection method; symmetry property; triangularization process; Computational complexity; Computational modeling; Decorrelation; Detection algorithms; Iterative algorithms; Multiaccess communication; Numerical stability; Receiving antennas; Transmitters; Transmitting antennas;
Conference_Titel :
Communications, 2002. ICC 2002. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-7400-2
DOI :
10.1109/ICC.2002.996871