Robust Pilot Decontamination Based on Joint Angle and Power Domain Discrimination

被引:80
作者
Yin, Haifan [1 ]
Cottatellucci, Laura [1 ]
Gesbert, David [1 ]
Mueller, Ralf R. [2 ]
He, Gaoning [3 ]
机构
[1] EURECOM, F-06410 Biot, France
[2] Univ Erlangen Nurnberg, D-91058 Erlangen, Germany
[3] Huawei Technol Co Ltd, Huawei France Res Ctr, F-92100 Boulogne, France
关键词
Massive MIMO; pilot contamination; pilot decontamination; channel estimation; covariance; subspace; eigenvalue decomposition;
D O I
10.1109/TSP.2016.2535204
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
We address the problem of noise and interference corrupted channel estimation in massive MIMO systems. Interference, which originates from pilot reuse (or contamination), can in principle be discriminated on the basis of the distributions of path angles and amplitudes. In this paper, we propose novel robust channel estimation algorithms exploiting path diversity in both angle and power domains, relying on a suitable combination of the spatial filtering and amplitude based projection. The proposed approaches are able to cope with a wide range of system and topology scenarios, including those where, unlike in previous works, interference channel may overlap with desired channels in terms of multipath angles of arrival or exceed them in terms of received power. In particular, we establish analytically the conditions under which the proposed channel estimator is fully decontaminated. Simulation results confirm the overall system gains when using the new methods.
引用
收藏
页码:2990 / 3003
页数:14
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