Title :
On estimating an upper bound to MSE of position error in time-of-arrival position location systems
Author :
Nounagnon, Jeannette ; Pratt, Timothy
Author_Institution :
Virginia Tech, Blacksburg, VA, USA
Abstract :
This paper defines a closed-form expression for an upper bound to MSE of position error in terms of statistics of an observable parameter: the residual. The upper bound estimation is verified through simulations including different geometries of receivers and different magnitudes of errors. The number of receivers needed to measure accuracy is discussed for the proposed bounds. Furthermore, this paper introduces a novel measure of accuracy of a positioning system using a single receiver, given the smallest number of receivers used to locate a transmitter.
Keywords :
mean square error methods; radio receivers; time-of-arrival estimation; MSE; closed-form expression; position error; receiver geometry; time-of-arrival position location systems; upper bound estimation; Accuracy; Biological system modeling; Closed-form solutions; Noise measurement; Position measurement; Receivers; Upper bound;
Conference_Titel :
Aerospace Conference, 2012 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4577-0556-4
DOI :
10.1109/AERO.2012.6187142