Title :
Modified givens rotations and their application to matrix inversion
Author :
Ma, Lei ; Dickson, Kevin ; McAllister, John ; McCanny, John
Author_Institution :
Inst. of Electron. Commun. & Inf. Technol., Queen´´s Univ., Belfast
fDate :
March 31 2008-April 4 2008
Abstract :
Complex wireless communication systems such as MIMO require high-performance real-time implementations of operations such as matrix inversion. This paper presents two novel algorithms for this application. A novel modified conventional Givens rotations (MCGR) method has been derived which offers high-performance implementation since it avoids high-latency angle-based architectures, such as CORDIC. Furthermore, a novel modified squared Givens rotations (MSGR) method has been proposed which extends the original SGR method for complex valued data, and also corrects erroneous results in the original SGR method when zeros occur on the diagonal of the matrix either initially or during processing. In addition, both of the proposed methods avoid complex dividers in the matrix inversion, thus minimising the complexity of potential real-time implementations.
Keywords :
MIMO communication; MIMO systems; matrix inversion; MIMO communication; complex valued data; complex wireless communication system; matrix inversion; modified conventional Givens rotation; modified squared Givens rotation; MIMO; Real time systems; Wireless communication; Givens rotations; Matrix factorisation; Matrix inversion;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2008.4517890