JOURNAL ARTICLE

Radio Environment Map Based Inter-Cell Interference Coordination for Massive-MIMO Systems

Wassim Ben ChikhaMarie MassonZwi AltmanSana Ben Jemaa

Year: 2022 Journal:   IEEE Transactions on Mobile Computing Vol: 23 (1)Pages: 785-796   Publisher: IEEE Computer Society

Abstract

Massive-MIMO (M-MIMO) allows to schedule users with high gain narrow beams and to reduce intra-cell inter-beam interference. Close to cell edge, users may experience high interference from beams of neighboring cells which degrades their performance. This paper introduces low complexity inter-cell interference coordination between neighboring cells for M-MIMO systems implementing Grid of Beams (GoB) using Radio Environment Maps (REMs). The REMs are designed using the Kriging with the Covariance Tapering spatial interpolation technique and are created for the serving and the interfering beams. The interference coordination is introduced as constraints to the schedulers that avoid simultaneous scheduling of users served by highly interfering beams from the neighboring cells. The coordination decision is based on information retrieved from REMs and its quality depends on the REMs' precision. Around 72 percent performance gain in terms of mean user throughput is achieved by the REM based coordination with respect to a baseline solution without coordination, and around 40 percent gain with respect to a state of the art solution that implements coordination using information at beam level resolution.

Keywords:
Computer science MIMO Interference (communication) Scheduling (production processes) Kriging Real-time computing Computer network Telecommunications Mathematical optimization Beamforming Mathematics

Metrics

25
Cited By
2.69
FWCI (Field Weighted Citation Impact)
32
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced MIMO Systems Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Millimeter-Wave Propagation and Modeling
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications
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