Robust Pilot Decontamination Based on Joint Angle and Power Domain Discrimination
September 20, 2015 Β· Declared Dead Β· π IEEE Transactions on Signal Processing
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Authors
Haifan Yin, Laura Cottatellucci, David Gesbert, Ralf R. MΓΌller, Gaoning He
arXiv ID
1509.06024
Category
cs.IT: Information Theory
Citations
104
Venue
IEEE Transactions on Signal Processing
Last Checked
4 months ago
Abstract
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.
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