Title :
Impact of Emitter-Sensor Geometry on Accuracy of Received Signal Strength Based Geolocation
Author :
Wang, Sichun ; Jackson, Brad R. ; Inkol, Robert J.
Author_Institution :
Defence R&D Canada-Ottawa, Ottawa, ON, Canada
Abstract :
The Cramer-Rao lower bound (CRLB) is derived for the miss distance of an emitter geolocation system using received signal strength (RSS) measurements from spatially dispersed sensors. This result can be written as the product of several factors, one of which completely characterizes the effect of the emitter-sensor geometry on geolocation accuracy. This particular factor, which depends only on the relative positions of the emitter and sensors, is referred to as the geometric dilution of precision (G) in this paper. The properties of G can be analyzed using a combination of computer simulations and statistical analysis. These results provide useful insights into the problem of optimal sensor placement with respect to the area of interest for RSS based geolocation.
Keywords :
radio direction-finding; sensor placement; statistical analysis; time-of-arrival estimation; Cramer-Rao lower bound; emitter-sensor geometry; geolocation accuracy; geometric dilution; optimal sensor placement; received signal strength; spatially dispersed sensors; statistical analysis; Accuracy; Geology; Geometry; Histograms; Least squares approximation; Sensor phenomena and characterization;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2011 IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4244-8328-0
DOI :
10.1109/VETECF.2011.6093084