Distributed Kalman Filter for Precise and Robust Clock Synchronization in Wireless Networks

Kirsch F, Vossiek M (2009)


Publication Type: Conference contribution, Original article

Publication year: 2009

Edited Volumes: RWS 2009 IEEE Radio and Wireless Symposium, Proceedings

Pages Range: 482-485

Conference Proceedings Title: IEEE Radio & Wireless Symposium

Event location: San Diego, California, USA

DOI: 10.1109/RWS.2009.4957393

Abstract

A novel concept for robust and precise clock synchronization in wireless networks is introduced. The concept is based on a Kalman filter that is parallelly distributed on all network nodes. Each node uses the state estimates of other nodes to determine a local estimate of the global clock. A voting algorithm that evaluates the state estimates of several nodes is used to adjust the virtual global clock master. By avoiding any physical central clock master the distributed global clock is extremely tolerant of single nodes malfunction and no single points of failure exist in the network and protocol. In experiments with an IEEE 802.15.4 (ZigBee-PHY) network it was shown that even with a packet loss of 75% the achieved clock synchronization was always better than 4 μs. Another advantage of the realized protocol is that it requires only very low basic data traffic. Thus, the concept is ideally suited for time-synchronized sensor networks, ad hoc networks, or wireless time-triggered realtime systems. ©2009 IEEE.

Authors with CRIS profile

How to cite

APA:

Kirsch, F., & Vossiek, M. (2009). Distributed Kalman Filter for Precise and Robust Clock Synchronization in Wireless Networks. In IEEE Radio & Wireless Symposium (pp. 482-485). San Diego, California, USA.

MLA:

Kirsch, Fabian, and Martin Vossiek. "Distributed Kalman Filter for Precise and Robust Clock Synchronization in Wireless Networks." Proceedings of the 2009 IEEE Radio and Wireless Symposium, RWS 2009, San Diego, California, USA 2009. 482-485.

BibTeX: Download