DocumentCode :
628923
Title :
Stochastic geometric modeling and interference analysis for massive MIMO systems
Author :
Madhusudhanan, Prasanna ; Xing Li ; Youjian Liu ; Brown, Timothy X.
Author_Institution :
Dept. of Electr., Comput. & Energy Eng., Univ. of Colorado, Boulder, CO, USA
fYear :
2013
fDate :
13-17 May 2013
Firstpage :
15
Lastpage :
22
Abstract :
We study a multiple input multiple output (MIMO) cellular system where each base-station (BS) is equipped with a large antenna array and serves some single antenna mobile stations (MSs). With the same setup as in [1], the influence of orthogonal and non-orthogonal pilot sequences on the system performance is analytically characterized when each BS has infinitely many antennas. Using stochastic geometric modeling of the BS and MS locations, closed-form expressions are derived for the distribution of signal-to-interference-ratio (SIR) for both uplink and downlink. Moreover, they are shown to be equivalent for the orthogonal pilots case. Further, it is shown that the downlink SIR is greatly influenced by the correlations between the pilot sequences in the non-orthogonal pilots case. Finally, the mathematical tools can be used to study system performances with other general channel estimation methods and transmission-reception schemes.
Keywords :
MIMO communication; cellular radio; channel estimation; radio links; radiofrequency interference; stochastic processes; BS; MS location; antenna array; base station; channel estimation method; closed-form expression; downlink SIR; massive MIMO system; multiple input multiple output cellular system; nonorthogonal pilot sequence; orthogonal pilot sequence; signal-to-interference-ratio; single antenna mobile station; stochastic geometric modeling; transmission-reception scheme; Downlink; IP networks; Interference; Measurement; Achievable rate; Channel estimation; Interference analysis; Massive MIMO; Poisson point process; SIR;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modeling & Optimization in Mobile, Ad Hoc & Wireless Networks (WiOpt), 2013 11th International Symposium on
Conference_Location :
Tsukuba Science City
Print_ISBN :
978-1-61284-824-2
Type :
conf
Filename :
6576406
Link To Document :
بازگشت