Pilot Contamination Mitigation for Wideband Massive MIMO Systems

被引:8
作者
Bogale, Tadilo Endeshaw [1 ]
Le, Long Bao [2 ]
Wang, Xianbin [3 ]
Vandendorpe, Luc [4 ]
机构
[1] North Carolina A&T State Univ, Elect & Comp Engn ECE Dept, Greensboro, NC 27401 USA
[2] Univ Quebec, Inst Natl Rech Sci, Montreal, PQ H5A 1K6, Canada
[3] Univ Western Ontario, Elect & Comp Engn ECE Dept, London, ON N6A 3K7, Canada
[4] Catholic Univ Louvain, Informat & Commun Technol Elect & Appl Math ICTEA, B-1348 Ottignies, Belgium
关键词
Beamforming; channel estimation; massive MIMO; pilot contamination; multipath taps; OFDM; CHANNEL ESTIMATION; WIRELESS; CAPACITY; OPTIMIZATION; NETWORKS; BENEFITS; DOWNLINK;
D O I
10.1109/TCOMM.2019.2931550
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a novel joint channel estimation and beamforming approach for multicell wideband massive multiple input multiple output (MIMO) systems. With the proposed channel estimation and beamforming approach, we determine the number of cells N-c that can utilize the same time and frequency resource while mitigating the effect of pilot contamination. The proposed approach exploits the multipath characteristics of wideband channels. Specifically, when the channel has a maximum of L uncorrelated multipath taps (or correlated multipath taps satisfying modest criteria which is valid in most practical scenarios), it is shown that N-c = L cells can estimate the channels of their user equipments (UEs) and perform beamforming while mitigating the effect of pilot contamination. The proposed approach can also be applied for general correlated multipath taps, and achieves good performance for this scenario as well. In a typical long term evolution (LTE) channel environment having delay spread T-d = 4.69 mu s and channel bandwidth B = 5 MHz, we have found that L = 36 cells can use this band. In practice, T-d is constant for a particular environment and carrier frequency, and hence L increases as the bandwidth increases. All the analytical expressions have been validated, and the superiority of the proposed design over the existing ones is demonstrated using extensive numerical simulations both for correlated and uncorrelated channels. The proposed channel estimation and beamforming design is linear and simple to implement.
引用
收藏
页码:7889 / 7906
页数:18
相关论文
共 55 条
[31]   Pilot Contamination and Precoding in Multi-Cell TDD Systems [J].
Jose, Jubin ;
Ashikhmin, Alexei ;
Marzetta, Thomas L. ;
Vishwanath, Sriram .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2011, 10 (08) :2640-2651
[32]   Joint beamforming and scheduling for a multi-antenna downlink with imperfect transmitter channel knowledge [J].
Kobayashi, Mari ;
Caire, Giuseppe .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2007, 25 (07) :1468-1477
[33]   Enabling 5G mobile wireless technologies [J].
Le, Long Bao ;
Lau, Vincent ;
Jorswieck, Eduard ;
Dao, Ngoc-Dung ;
Haghighat, Afshin ;
Kim, Dong In ;
Le-Ngoc, Tho .
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2015,
[34]   Channel capacity of MIMO architecture using the exponential correlation matrix [J].
Loyka, SL .
IEEE COMMUNICATIONS LETTERS, 2001, 5 (09) :369-371
[35]   An Overview of Massive MIMO: Benefits and Challenges [J].
Lu, Lu ;
Li, Geoffrey Ye ;
Swindlehurst, A. Lee ;
Ashikhmin, Alexei ;
Zhang, Rui .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2014, 8 (05) :742-758
[36]  
Mahyiddin W.A., 2014, 2014 IEEE 80 VEHICUL, P1
[37]   Performance of Synchronized and Unsynchronized Pilots in Finite Massive MIMO Systems [J].
Mahyiddin, Wan Amirul Wan Mohd ;
Martin, Philippa A. ;
Smith, Peter J. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (12) :6763-6776
[38]  
Manolakos A., 2015, ARXIV150704978
[39]   How much training is required for multiuser mimo? [J].
Marzetta, Thomas L. .
2006 Fortieth Asilomar Conference on Signals, Systems and Computers, Vols 1-5, 2006, :359-363
[40]   Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas [J].
Marzetta, Thomas L. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (11) :3590-3600