JOURNAL ARTICLE

Distributed Timekeeping in BeiDou Inter-Satellite Link Network

Suyang LiuXiye GuoJun LaiJun Yang

Year: 2022 Journal:   IEEE Communications Letters Vol: 26 (12)Pages: 3014-3018   Publisher: IEEE Communications Society

Abstract

Equipped with inter-satellite links (ISLs), BeiDou-3 satellites are able to operate autonomously in case of ground facility malfunction. To provide reliable positioning, navigation and timing service during autonomous operation, satellites need to maintain a stable time reference. In this letter, we propose a minimal covariance distributed Kalman filter (MCDKF) to realize distributed timekeeping. The proposed algorithm overcomes the problem of network dynamics. Meanwhile, it improves the stability of the on-board time reference by minimizing the variance of the estimate errors at each update step, under the constraint of local observations. Simulation results show that the proposed algorithm reduces the estimation variance and improves the frequency stability compared to other distributed algorithms.

Keywords:
Computer science Kalman filter Stability (learning theory) Real-time computing Satellite Constraint (computer-aided design) BeiDou Navigation Satellite System Covariance Algorithm Global Positioning System GNSS applications Telecommunications Mathematics Artificial intelligence

Metrics

7
Cited By
1.50
FWCI (Field Weighted Citation Impact)
10
Refs
0.77
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Network Time Synchronization Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications
Mobile Agent-Based Network Management
Physical Sciences →  Computer Science →  Computer Networks and Communications
Satellite Communication Systems
Physical Sciences →  Engineering →  Aerospace Engineering

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