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Performance optimization of monopulse tracking radar
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Date
2004
Author
Şahin, Mehmet Alper
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An analysis and simulation tool is developed for optimizing system parameters of the monopulse target tracking radar and observing effects of the system parameters on the performance of the system over different scenarios. A monopulse tracking radar is modeled for measuring the performance of the radar with given parameters, during the thesis studies. The radar model simulates the operation of a Class IA type monopulse automatic tracking radar, which uses a planar phased array. The interacting multiple model (IMM) estimator with the Probabilistic Data Association (PDA) technique is used as the tracking filter. In addition to modeling of the tracking radar model, an optimization tool is developed to optimize system parameters of this tracking radar model. The optimization tool implements a Genetic Algorithm (GA) belonging to a GA Toolbox distributed by Department of Automatic Control and System Engineering at University of Sheffield. The thesis presents optimization results over some given optimization scenarios and concludes on effect of tracking filter parameters, beamwidth and dwell interval for the confirmed track.
Subject Keywords
Telecommunication.
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http://etd.lib.metu.edu.tr/upload/2/12605364/index.pdf
https://hdl.handle.net/11511/14521
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Graduate School of Natural and Applied Sciences, Thesis
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M. A. Şahin, “Performance optimization of monopulse tracking radar,” M.S. - Master of Science, Middle East Technical University, 2004.
