Title :
Performance and Complexity of Adaptive Lattice Reduction in Fading Channels
Author :
Murray, Alan T. ; Weller, Steven R.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Newcastle, Callaghan, NSW
Abstract :
Lattice-reduction-aided detection (LRAD) has been shown to considerably increase the performance of linear multiple-input multiple-output (MIMO) detection systems. In previous work, we introduced adaptive lattice reduction as a way to exploit channel correlation to yield lattice reduction-based detectors exhibiting considerably reduced complexity. In this paper, we review adaptive lattice reduction and examine the performance and complexity of this detection scheme in both temporally and frequency fading channels. For typical mobile environments, for example, we demonstrate a complexity reduction approaching 33% on a 4times4 system, without compromising performance.
Keywords :
MIMO communication; computational complexity; fading channels; signal detection; MIMO detection systems; adaptive lattice reduction; channel correlation; complexity reduction; frequency fading channels; lattice-reduction-aided detection; linear multiple-input multiple-output detection systems; mobile environments; Computer science; Detectors; Fading; Frequency; Lattices; MIMO; Maximum likelihood estimation; Receiving antennas; Transmitting antennas; Vectors; lattice reduction (LR); multiple-input multiple-output (MIMO); symbol detection;
Conference_Titel :
Communications Theory Workshop, 2009. AusCTW 2009. Australian
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-3356-8
Electronic_ISBN :
978-1-4244-3357-5
DOI :
10.1109/AUSCTW.2009.4805593
