On the Pair-Wise Error Probability of a Multi-Cell MIMO Uplink System With Pilot Contamination

被引:16
作者
Wang, Haiquan [1 ]
Pan, Peng [1 ]
Shen, Lei [1 ]
Zhao, Zhijin [1 ]
机构
[1] Hangzhou Dianzi Univ, Sch Commun Engn, Hangzhou 310018, Peoples R China
关键词
Pilot contamination; multi-cell MU-MIMO; pairwise error probability; Chernoff bound; performance analysis; CHANNEL ESTIMATION; MASSIVE MIMO; WIRELESS;
D O I
10.1109/TWC.2014.2339847
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
In this paper, a multi-cell multiple-input multiple-output (MIMO) uplink system is considered. For uplink transmission, to implement decoding, the base station (BS) generally needs to estimate channels with the aid of training sequences. Obviously, for full frequency reuse systems, training also suffers from intercell interference, namely pilot contamination. In this paper, the impact of pilot contamination on the performance of the considered system is studied based on the maximum likelihood (ML) decoder. Specifically, an exact analytical expression of pair-wise error probability (PEP) is derived, and then, a lower bound and an upper bound of PEP are given, to explicitly show the impact of pilot contamination. With the detailed analysis of these bounds, we can discover: (1) pilot contamination can result in error floor, provided that the number of BSs in the considered system is larger than the length of a frame; and (2) if the length of a frame is larger than or equal to the number of BSs, and an appropriate coding scheme is applied, error floor can be removed. Finally, a coding design criterion is proposed. Based on this criterion, it can be shown that the considered system can achieve the same diversity to what can be achieved by a single isolated cell system.
引用
收藏
页码:5797 / 5811
页数:15
相关论文
共 50 条
[41]   A Unified Framework of Non-Orthogonal Pilot Design for Multi-Cell Massive MIMO Systems [J].
Wu, Yue ;
Ma, Shaodan ;
Gu, Yuantao .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (12) :7623-7633
[42]   Pilot Contamination Reduction in Multi-cell TDD Systems with Very Large MIMO Arrays [J].
Hairong Wang ;
Yongming Huang ;
Shi Jin ;
Yinggang Du ;
Luxi Yang .
Wireless Personal Communications, 2017, 96 :5785-5808
[43]   Downlink Energy Transfer and Pilot Contamination Analysis in Multi-Cell Massive MIMO Systems [J].
Hameed, Iqra ;
Waqar, Omer .
2018 IEEE 21ST INTERNATIONAL MULTI-TOPIC CONFERENCE (INMIC), 2018,
[44]   Graph Coloring Based Pilot Allocation to Mitigate Pilot Contamination for Multi-Cell Massive MIMO Systems [J].
Zhu, Xudong ;
Dai, Linglong ;
Wang, Zhaocheng .
IEEE COMMUNICATIONS LETTERS, 2015, 19 (10) :1842-1845
[45]   Uplink Sum-Rate Analysis of Massive MIMO System with Pilot Contamination and CSI Delay [J].
Cao, Juan ;
Wang, Dongming ;
Li, Jiamin ;
Sun, Shaohui ;
You, Xiaohu .
WIRELESS PERSONAL COMMUNICATIONS, 2014, 78 (01) :297-312
[46]   On Design of Non-Orthogonal Pilot Signals for a Multi-Cell Massive MIMO System [J].
Wang, Haiquan ;
Zhang, Wan ;
Liu, Yangyi ;
Xu, Qian ;
Pan, Peng .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2015, 4 (02) :129-132
[47]   Pilot Allocation for Multi-Cell TDD Massive MIMO Systems [J].
Hao, Wanming ;
Muta, Osamu ;
Gacanin, Haris ;
Furukawa, Hiroshi .
2017 IEEE 86TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2017,
[48]   A Smart Pilot Assignment in Multi-Cell Massive MIMO Systems Using Virtual Modeling of Assigning Cost [J].
Ebrahimi, Reza ;
Zamiri-Jafarian, Hossein ;
Khademi, Morteza .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 :2468-2480
[49]   Rateless space-time block code for mitigating pilot contamination effects in multi-cell massive MIMO system with lossy links [J].
Alqahtani, Ali H. ;
Sulyman, Ahmed Iyanda ;
Alsanie, Abdulhameed .
IET COMMUNICATIONS, 2016, 10 (16) :2252-2259
[50]   Uplink Sum-Rate Analysis of Multi-Cell Multi-User Massive MIMO System [J].
Wang, Dongming ;
Ji, Chen ;
Gao, Xiqi ;
Sun, Shaohui ;
You, Xiaohu .
2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, :5404-+