DocumentCode :
80364
Title :
An Overview of Massive MIMO: Benefits and Challenges
Author :
Lu Lu ; Li, Geoffrey Ye ; Swindlehurst, A.L. ; Ashikhmin, Alexei ; Rui Zhang
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
8
Issue :
5
fYear :
2014
fDate :
Oct. 2014
Firstpage :
742
Lastpage :
758
Abstract :
Massive multiple-input multiple-output (MIMO) wireless communications refers to the idea equipping cellular base stations (BSs) with a very large number of antennas, and has been shown to potentially allow for orders of magnitude improvement in spectral and energy efficiency using relatively simple (linear) processing. In this paper, we present a comprehensive overview of state-of-the-art research on the topic, which has recently attracted considerable attention. We begin with an information theoretic analysis to illustrate the conjectured advantages of massive MIMO, and then we address implementation issues related to channel estimation, detection and precoding schemes. We particularly focus on the potential impact of pilot contamination caused by the use of non-orthogonal pilot sequences by users in adjacent cells. We also analyze the energy efficiency achieved by massive MIMO systems, and demonstrate how the degrees of freedom provided by massive MIMO systems enable efficient single-carrier transmission. Finally, the challenges and opportunities associated with implementing massive MIMO in future wireless communications systems are discussed.
Keywords :
MIMO communication; antennas; cellular radio; channel coding; channel estimation; precoding; BS; antennas; cellular base stations; channel detection; channel estimation; degree of freedom; energy efficiency improvement; massive MIMO system; multiple-input multiple-output wireless communication; nonorthogonal pilot sequences; precoding schemes; single-carrier transmission; spectral efficiency improvement; Antennas; Channel estimation; Downlink; MIMO; Receivers; Uplink; Vectors; Channel estimation; energy efficiency; massive MIMO systems; orthogonal frequency division multiplexing (OFDM); pilot contamination; precoding and detection; single-carrier transmission; spectral efficiency; time-division duplexing (TDD);
fLanguage :
English
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
Publisher :
ieee
ISSN :
1932-4553
Type :
jour
DOI :
10.1109/JSTSP.2014.2317671
Filename :
6798744
Link To Document :
بازگشت