Abstract

One bottleneck of the massive multi-input multi-output (MIMO) systems is the pilot contamination caused by users sharing the non-orthogonal pilots. The pilot contamination contributes significantly to the channel estimation error at the base station (BS) and finally results in the saturation of user rates. This paper firstly analyzes the mean square error (MSE) of the channel estimation at the BS. Inspired by the results, this paper then proposes a user pilot scheduling algorithm which preferentially minimizes the channel estimation MSE of users with poorer channel qualities. Simulation results show that the algorithm significantly improves the achievable rates of the poorer users as well as the system sum rate compared with the conventional way.

Keywords:
MIMO Bottleneck Computer science Scheduling (production processes) Channel (broadcasting) Base station Mean squared error Real-time computing Algorithm Mathematical optimization Computer network Statistics Mathematics Embedded system

Metrics

7
Cited By
0.84
FWCI (Field Weighted Citation Impact)
15
Refs
0.80
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
Advanced Wireless Network Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications

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