Title :
A distributed interference-aware rank adaptation algorithm for local area MIMO systems with MMSE receivers
Author :
Mahmood, Nurul H. ; Berardinelli, Gilberto ; Tavares, Fernando M. L. ; Mogensen, Preben
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
Abstract :
Typically, rank adaptation (RA) algorithms are aimed at balancing the trade-off between increasing the spatial gain and improving the interference resilience property. In this paper, we consider a small-cell/local area cellular system and propose a simple and distributed interference-aware rank adaptation algorithm aimed at maximizing the system sum throughput. The performance of the proposed algorithm is numerically evaluated in terms of the system sum throughput. Simulation results show that the proposed algorithm results in close to optimum throughput performance, and can provide up to 40% throughput gain over interference-unaware RA schemes.
Keywords :
MIMO communication; least mean squares methods; local area networks; radiofrequency interference; MMSE receivers; RA algorithms; distributed interference aware rank adaptation algorithm; interference resilience property; local area MIMO systems; small cell local area cellular system; spatial gain; Covariance matrices; Interference; MIMO; Receivers; Signal to noise ratio; Throughput; Vectors; 5G; MIMO; MMSE receivers; rank adaptation;
Conference_Titel :
Wireless Communications Systems (ISWCS), 2014 11th International Symposium on
Conference_Location :
Barcelona
DOI :
10.1109/ISWCS.2014.6933443