IEEE Transactions on Aerospace and Electronic Systems · 2007 · 33 citations · 13 references
Natural SciencesMathematicsOptimizationSensor FusionTime Series AnalysisDigital Signal ProcessingRadar Signal ProcessingRadar SystemsSignal ProcessingAmbiguity Function AnalysisCovarianceCovariance EstimationRadar TrackingRadar Waveform DesignRange-doppler ProcessingWaveform DesignWaveform Optimization
We consider radar waveform selection algorithms for tracking accelerating targets. Tracking is handled within an interacting multiple model (IMM) framework, which produces a number of potential cost functions for minimization. The waveform library is obtained by implementing a fractional Fourier transform on a base waveform, thereby rotating its ambiguity function around its peak. This has the effect of rotating the lower bound of measurement covariance in the range-Doppler plane. Simulation results consider a number of potential cost functions, and show robustness to cases in which the target modes are not precisely known.
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