Title :
Asynchronous Transmitter Position and Velocity Estimation Using A Dual Linear Chirp
Author :
Amar, Alon ; Buchris, Yaakov
Author_Institution :
Signal Process. Dept., Acoust. Res. Center, Haifa, Israel
Abstract :
We present a closed-form least squares algorithm for estimating the position and velocity of a source, asynchronously transmitting known dual linear chirp signals, given times of arrival measurements obtained by spatially distributed sensors. The estimates involve less computational load compared to the optimal maximum likelihood estimates. Simulations show that the proposed estimates have similar mean square errors as the optimal estimates, and are close to the lower bound for small and moderate measurement noise.
Keywords :
chirp modulation; least squares approximations; maximum likelihood estimation; mean square error methods; radio transmitters; time-of-arrival estimation; asynchronous transmitter position; closed-form least squares; dual linear chirp signals; maximum likelihood estimates; mean square errors; measurement noise; spatially distributed sensors; times of arrival measurements; velocity estimation; Chirp; Least squares approximations; Maximum likelihood estimation; Noise; Sensors; Time measurement; Vectors; A dual linear chirp; source localization;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2014.2321330