Title :
Superresolution techniques in time of arrival estimation for precise geolocation
Author :
Hirschler-Marchand, Patrick R. ; Hatke, Gary F.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
Abstract :
There is an increasing need for methods to precisely localize fixed emitters in a complex multipath environment. We consider a ground-based distributed network of nodes, each having a sensor array, and focus on the problem of emitter geolocation when array calibration is either unreliable or unavailable. We first develop a technique applicable when array calibration information is available and analyze its sensitivity to calibration errors. We then present a new superresolution array-based time-of-arrival technique applicable when calibration information is unavailable, and develop the associated Cramer-Rao bounds. Performance results are shown with computer-simulated data and real data from the DARPA-sponsored novel antenna program (NAP).
Keywords :
antenna arrays; calibration; channel estimation; maximum likelihood estimation; measurement errors; multipath channels; radio direction-finding; signal resolution; Cramer-Rao bounds; DARPA novel antenna program; array calibration; computer-simulated data; emitter geolocation; fixed emitters; ground-based distributed network nodes; maximum likelihood channel estimate; multipath environment; precise geolocation; real data; sensor array; superresolution techniques; time of arrival estimation; Calibration; Decorrelation; Frequency estimation; Information analysis; Maximum likelihood estimation; Sensor arrays; Sensor phenomena and characterization; Signal resolution; Spatial resolution; Time of arrival estimation;
Conference_Titel :
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7576-9
DOI :
10.1109/ACSSC.2002.1196985