Title :
A comparison of complex lattice reduction algorithms for MIMO detection
Author :
Barbero, Luis G. ; Ratnarajah, T. ; Cowan, Colin
Author_Institution :
Queens Univ. of Belfast Queens Island, Belfast
fDate :
March 31 2008-April 4 2008
Abstract :
The performance and complexity of two complex lattice reduction (LR) algorithms used in multiple input-multiple output (MIMO) detection are compared in this paper. The Seysen´s Algorithm (SA) has been previously proposed as a low-complexity alternative to the real version of the Lenstra-Lenstra-Lovasz (LLL) algorithm while providing a better performance in LR-aided linear detectors. However, this paper shows that the SA has a higher complexity than the complex version of the LLL algorithm, due to its more computationally intensive preprocessing stage and its higher complexity per iteration. In addition, both the SA and the complex LLL algorithm provide practically the same performance when used in LR-aided successive interference cancellation (SIC) detectors.
Keywords :
MIMO communication; interference suppression; iterative methods; signal detection; Lenstra-Lenstra-Lovasz algorithm; MIMO detection; Seysen algorithm; complex lattice reduction; linear detectors; successive interference cancellation; Councils; Detectors; Interference cancellation; Lattices; MIMO; Maximum likelihood detection; Polynomials; Quadrature amplitude modulation; Receiving antennas; Silicon carbide; LLL algorithm; MIMO; Seysen’s algorithm; lattice reduction;
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.2008.4518207