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Deterministic Method to Assess Kalman Filter Passive Ranging Solution Reliability
Authors: Ronald M. Yannone
Abstract:For decades, the defense business has been plagued by not having a reliable, deterministic method to know when the Kalman filter solution for passive ranging application is reliable for use by the fighter pilot. This has made it hard to accurately assess when the ranging solution can be used for situation awareness and weapons use. To date, we have used ad hoc rules-of-thumb to assess when we think the estimate of the Kalman filter standard deviation on range is reliable. A reliable algorithm has been developed at BAE Systems Electronics & Integrated Solutions that monitors the Kalman gain matrix elements – and a patent is pending. The “settling" of the gain matrix elements relates directly to when we can assess the time when the passive ranging solution is within the 10 percent-of-truth value. The focus of the paper is on surface-based passive ranging – but the method is applicable to airborne targets as well.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1335084Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1653
 N. Levanon, "Interferometry against Differential Doppler: Performance Comparison of Two Emitter Location Airborne Systems," IEE Proceedings, vol. 136, Pt. F., No 2, April 1989, pp. 70-74.
 A. Gelb, "Applied Optimal Estimation," 15th printing, The M.I.T. Press, 1999, pp. 102-155.
 H. Van Trees, "Detection, Estimation, and Modulation Theory - Part I," John Wiley & Sons, 1968, pp. 66-73.
 S. Nardone, A. Lindgren, and K. Gong, "Fundamental Properties and Performance of Conventional Bearings-Only Target Motion Analysis," IEEE Transactions on Automatic Control, vol. AC-29, no. 9, Sept. 1984, pp. 775-787.
 M. Gavish and A. Weiss, "Performance Analysis of Bearing-Only Target Location Algorithms," IEEE Transactions on Aerospace and Electronic Systems, vol. 28, no.3, July 1992.
 S. Koteswara Rao, "Maximum Likelihood and Cramer-Rao Lower Bound for (Nonlinear) Bearing Only Passive Target Tracking," Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, Nov. 1998, vol. 1, pp. 441-444.