Title :
Improvement of passive localization accuracy by use of calibration
Author :
Cheng Zhou ; Gaoming Huang ; Jun Gao
Author_Institution :
Coll. of Electron. Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
In the passive localization, the estimate error of sensor position and velocity is inevitable. By the use of the calibration, the sensor position and velocity will be improved, especially, to the Cramer-Rao lower bound (CRLB) under the ideal circumstance. The CRLB for the estimate of sensor position and velocity is derived at beginning. Then the CRLB for the estimate of source is followed. Finally, the CRLB of source before calibration and the one after calibration are compared. The simulation results show that the CRLB after calibration is lower than the one before. It demonstrates that the source location will be improved by the use of calibration.
Keywords :
signal processing; statistical analysis; CRLB; Cramer-Rao lower bound; passive localization accuracy; sensor position; Accuracy; Calibration; Covariance matrices; Position measurement; Simulation; Uncertainty; Vectors; Cramer-Rao lower bound; calibration; passive localization;
Conference_Titel :
Image and Signal Processing (CISP), 2014 7th International Congress on
Conference_Location :
Dalian
DOI :
10.1109/CISP.2014.7003917