DocumentCode
2881612
Title
Tracker-based selection of radar waveforms with range and range-rate measurements: Analytical results
Author
Cabrera, Joao B. D.
Author_Institution
BAE Syst., Burlington, MA, USA
fYear
2015
fDate
10-15 May 2015
Abstract
The impact of waveform selection in tracking problems is effected through measurement noise covariances depending on the waveform parameters. For unit energy waveforms of constant frequency (CF) and linearly frequency modulated (LFM) types, the parameters are the pulse width (CF and LFM) and the sweep rate (LFM). In the presence of a single target, it makes sense to employ waveform optimization to minimize the size of the state error covariance. In the first part of the paper we derive closed form approximations for waveforms minimizing two metrics encountered in the literature: the trace of the state error covariance and the determinant of the innovation covariance. We first show that a fixed upsweep LFM waveform minimizes an approximation of the trace of the steady state error covariance. Second, we show that a fixed CF waveform minimizes an approximation of the determinant of the steady state innovation covariance. The actual minima in the two cases are determined through grid searches, and the validity of the approximations is confirmed. In the presence of multiple targets, waveforms tuned to a particular track are not necessarily the best, due to the need for disambiguating the measurements. In the second part of the paper, we derive a closed form expression for a time-varying waveform which maximize the Bhattacharyya distance between the gating distributions of two tracks. Computer simulations are used to show the effectiveness of this waveform in contrast with waveforms tuned to a single track. Waveform optimization and waveform adaptation are complex design problems. In addition to providing optimal solutions under idealized conditions, closed form expressions can provide a first, overall assessment of complex design problems.
Keywords
covariance analysis; optimisation; radar tracking; Bhattacharyya distance; innovation covariance; linearly frequency modulated types; radar waveforms; range measurements; range-rate measurements; state error covariance; time-varying waveform; tracker-based selection; waveform optimization; waveform selection; Approximation methods; Closed-form solutions; Mathematical model; Radar tracking; Steady-state; Target tracking; Technological innovation;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference (RadarCon), 2015 IEEE
Conference_Location
Arlington, VA
Print_ISBN
978-1-4799-8231-8
Type
conf
DOI
10.1109/RADAR.2015.7131099
Filename
7131099
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