An Asymptotically Efficient Estimator for TDOA and FDOA Positioning of Multiple Disjoint Sources in the Presence of Sensor Location Uncertainties

作者：Sun Ming^*; Ho K C

来源：IEEE Transactions on Signal Processing, 2011, 59(7): 3434-3440.

DOI：10.1109/TSP.2011.2131135

• Disjoint sources
• frequency difference of arrival (FDOA)
• sensor location uncertainty
• source localization
• time difference of arrival (TDOA)

This correspondence considers the problem of locating multiple disjoint sources using time differences of arrival (TDOAs) and frequency differences of arrival (FDOAs) in the presence of sensor position and velocity errors. Previous work applies to one source only with suboptimum performance for near source, or requires joint estimation of the source and sensor locations that could be computation demanding. Through nonlinearly transforming the measurements and converting them with respect to the inaccurate sensor locations, we have developed an algebraic solution to this problem. The solution is shown analytically to achieve the Cramer-Rao lower bound (CRLB) performance over small noise region and does not require joint estimation with sensor locations.

• 出版日期2011-7