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同步目标和传感器定位与位置相关的噪声统计效率

Statistical Efficiency of Simultaneous Target and Sensors Localization with Position Dependent Noise
作者:Osborne, I. R.Bar-Shalom, Y.George, J.Kaplan, L. 作者单位:Connecticut Univ., Storrs. Dept. of Electrical Engineering. 加工时间:2014-07-18 信息来源:科技报告(AD) 索取原文[17 页]
关键词:探测器;效率;噪声;统计
摘 要:This work derives the Cramer-Rao lower bound (CRLB) for an acoustic target and sensor localization system in which the noise characteristics depend on the location of the source. The system itself has been previously examined, but without deriving the CRLB and showing the statistical efficiency of the estimator used. Two different versions of the CRLB are derived, one in which direction of arrival (DOA) and range measurements are available (full-position CRLB), and one in which only DOA measurements are available (bearing-only CRLB). In both cases, the estimator is found to be statistically efficient; but, depending on the sensor-target geometry, the range measurements may or may not significantly contribute to the accuracy of target localization.
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