Title :
Joint motion estimation and clock synchronization for a wireless network of mobile nodes
Author :
Rajan, Raj Thilak ; Van der Veen, Alle-Jan
Author_Institution :
ASTRON, Dwingeloo, Netherlands
Abstract :
Localization and synchronization are critical challenges for a wireless network, which are conventionally solved independently. Recently, various estimators have been proposed to jointly synchronize and localize a node in a static network based on two way communication. In this paper, we present a novel and generic model based on two way communication between nodes, which are in relative motion with respect to each other. Furthermore, for the entire network we propose a closed form Extended Global Least Squares (EGLS) solution to solve for all the unknown clock skews, clock offsets, initial pairwise distances and relative radial velocities using a single clock reference within the network. A new Cramer Rao Bound (CRB) is derived and the proposed fusion center based Extended Global Least Squares (EGLS) solution is shown to be asymptotically optimal.
Keywords :
clocks; least squares approximations; mobile radio; motion estimation; radio networks; synchronisation; Cramer-Rao bound; clock offsets; clock synchronization; closed form extended global least squares solution; fusion center; initial pairwise distances; mobile nodes; motion estimation; relative radial velocities; single clock reference; static network; two way communication; unknown clock skews; wireless network; Clocks; Delay; Least squares approximation; Noise; Synchronization; Vectors; Wireless networks; anchorless; clock synchronization; distance; global solution; joint estimation; offset; range; range rate; relative; skew; velocity; wireless network;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288510