Title :
Near ML treatment of n interferers with linear complexity
Author :
Ghaffar, Rizwan ; Salim, Umer ; Ho, Pin-Han
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
In this paper, we focus on the performance of interference-limited cell-edge users in cellular networks. We propose a transmission strategy where interference alignment carried out at interfering base stations (BSs) is exploited with a low complexity receiver structure. For the general case, maximum likelihood (ML) detection would require a complexity of O (|χ|n+1) in the presence of n interferers where |χ| is the size of the alphabet. We show that with the proposed scheme and simplified receiver structure, the complexity of detection reduces to O (|χ|) with ML comparable performance.
Keywords :
cellular radio; communication complexity; interference (signal); maximum likelihood detection; radio receivers; cellular networks; interference alignment; interference-limited cell-edge users; interfering base stations; linear complexity; low complexity receiver structure; maximum likelihood detection; near ML treatment; transmission strategy; Complexity theory; Interference; MIMO; Phase shift keying; Receiving antennas; Signal to noise ratio;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
Conference_Location :
Cesme
Print_ISBN :
978-1-4673-0970-7
DOI :
10.1109/SPAWC.2012.6292932