Title :
Accounting for Frequency Dilation of the Monopulse Ratio When Using the Joint Multiple Bin Processing Algorithm to Parse Detections from Unresolved Targets
Author :
Ehrman, Lisa M. ; Blair, W. Dale
Author_Institution :
Georgia Tech Res. Inst., Georgia Inst. of Technol., Atlanta, GA
Abstract :
By exploiting the spillover of target energy in adjacent matched filter samples, the joint multiple bin processing (JMBP) algorithm is able to resolve detections from closely-spaced and/or separating targets much better than standard monopulse processing algorithms. This leads to significantly improved track completeness ratios (the ratio of the number of tracks that are maintained by the tracker to the number of tracks that should be maintained). However, the improvements in track completeness often come at the cost additional spurious and redundant tracks, many of which are the result of frequency-dependent shifts in the sum and difference channel voltage patterns. This paper describes a method for calibrating the difference channel voltages to reduce the number of spurious and redundant tracks occurring in the tracker when JMBP is used. In doing so, it allows trackers to exploit the benefits of JMBP without as many potentially harmful side-effects
Keywords :
direction-of-arrival estimation; matched filters; target tracking; adjacent matched filter; channel voltage patterns; frequency dilation; frequency-dependent shifts; joint multiple bin processing; track completeness ratios; Calibration; Costs; Direction of arrival estimation; Energy resolution; Frequency dependence; Frequency estimation; Matched filters; Signal to noise ratio; Target tracking; Voltage;
Conference_Titel :
System Theory, 2006. SSST '06. Proceeding of the Thirty-Eighth Southeastern Symposium on
Conference_Location :
Cookeville, TN
Print_ISBN :
0-7803-9457-7
DOI :
10.1109/SSST.2006.1619078