Robust recursive network clock synchronization

A simple and statistically robust method for passive clock synchronization in sensor networks is presented. The method is not limited to passive (one-way communication) synchronization, but this scenario justifies the method. The recursive nature of the method and the targeted passive setup mean that it adds a minimum of requirements on the system in which it is used. Statistical characteristics of the method are quantified and real measurements are used to illustrate the robustness and performance gain relative to a naive Kalman filter based clock synchronization. Finally, C++ code that implements the suggested clock synchronization method, is provided in this article.

[1]  Isaac Skog,et al.  Bayesian Estimation With Distance Bounds , 2012, IEEE Signal Processing Letters.

[2]  Qasim M. Chaudhari A Simple and Robust Clock Synchronization Scheme , 2012, IEEE Transactions on Communications.

[3]  Yik-Chung Wu,et al.  Clock Synchronization of Wireless Sensor Networks , 2011, IEEE Signal Processing Magazine.

[4]  Isaac Skog,et al.  Cooperative localization by dual foot-mounted inertial sensors and inter-agent ranging , 2013, EURASIP J. Adv. Signal Process..

[5]  Michael Muma,et al.  Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts , 2012, IEEE Signal Processing Magazine.

[6]  S.J. Julier,et al.  Fusion of time delayed measurements with uncertain time delays , 2005, Proceedings of the 2005, American Control Conference, 2005..

[7]  Ying Yang Time Synchronization in Wireless Sensor Networks:A Survey , 2012 .

[8]  Leslie Lamport,et al.  Time, clocks, and the ordering of events in a distributed system , 1978, CACM.

[9]  SivrikayaF.,et al.  Time synchronization in sensor networks , 2004 .

[10]  Ajay D. Kshemkalyani,et al.  Clock synchronization for wireless sensor networks: a survey , 2005, Ad Hoc Networks.

[11]  Fikret Sivrikaya,et al.  Time synchronization in sensor networks: a survey , 2004, IEEE Network.

[12]  John-Olof Nilsson,et al.  Time synchronization and temporal ordering of asynchronous sensor measurements of a multi-sensor navigation system , 2010, IEEE/ION Position, Location and Navigation Symposium.

[13]  Isaac Skog,et al.  Joint state and measurement time-delay estimation of nonlinear state space systems , 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).

[14]  John-Olof Nilsson,et al.  Timing estimation in distributed sensor and control systems with central processing , 2013, ArXiv.