Title :
Optimal sensor placement in range based localization for linear arrays
Author :
Herath, Sanvidha C. K. ; Pathirana, Pubudu N. ; Williams, G.L.
Author_Institution :
Networked Sensing & Control Lab., Deakin Univ., Geelong, VIC, Australia
Abstract :
This paper investigates the linear separation requirements for range sensors in order to achieve the optimal performance in estimating the position of a target from multiple and typically noisy sensor measurements. We analyze the sensor-target geometry in terms of the Cramer-Rao inequality and the corresponding Fisher information matrix, in order to characterize localization performance with respect to the linear spacial distribution.
Keywords :
estimation theory; linear matrix inequalities; wireless sensor networks; Cramer-Rao inequality; Fisher information matrix; linear arrays; linear separation requirements; noisy sensor measurements; optimal sensor placement; position estimation; range based localization; range sensors; sensor-target geometry;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2012 IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-2125-9
DOI :
10.1109/ROBIO.2012.6491299