Title :
Anchor nodes refinement in joint localization and synchronization of a sensor node
Author :
Liyang Rui ; Shanjie Chen ; Ho, K.C.
Author_Institution :
ECE Dept., Univ. of Missouri, Columbia, MO, USA
Abstract :
This paper proposes an estimator for refining the inaccurate positions and clocks of the anchors during the localization and synchronization of a sensor node in a wireless sensor network. It solves the highly nonlinear problem in closed-form through parameter transformation and multi-stage weighted least squares processing. Theoretical analysis and simulation studies show that the proposed estimator is able to provide the CRLB accuracy for both the sensor node and the anchors under reasonable amount of Gaussian errors.
Keywords :
Gaussian processes; regression analysis; time-of-arrival estimation; wireless sensor networks; CRLB accuracy; Gaussian errors; TDOA; TOA; anchor nodes refinement; joint sensor node localization; joint sensor node synchronization; multistage weighted least squares processing; nonlinear problem; parameter transformation; time difference-of-arrival; time-of-arrival; wireless sensor network; Accuracy; Clocks; Estimation; Joints; Noise; Synchronization; Wireless sensor networks; Algebraic solution; localization; synchronization; wireless sensor network;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178488