An Initial Data Association Method for Frequency-Based Systems
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The association of the received signals with exact targets is the most basic and the vital problem in the multitarget applications. In the literature, this problem is known as data association. In the multitarget case, after the association of the received signal with the correct targets, these associated signals can be used in many applications such as target localization and target tracking. The errors in data association are caused to increase the error in the following steps which use the wrong associated signals. In this paper, a new initial data association method is proposed for the frequency-only systems in multitarget case. In general, the time, frequency and phase information of the received signal are used for data association. If the time resolution of the used signals is not good or enough (such as in unmodulated continuous wave (CW) signals), in this case instead of time information, using the frequency information is better.
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Y. Bar-Shalom, and W.D. Blair, Multitarget-Multisensor Tracking : Applications and Advances, Volume III, (Artech House, 2000)
R. W. Sittler, An Optimal Data Association Problem in Surveillance Theory, IEEE Trans. on Mil. Electron., vol. 8, 1964, pp. 125 – 139
D. Musicki, B. La Scala, Multi-Target Tracking in Clutter without Measurement Assignment, IEEE Trans. Aerosp. Electron. Syst., Vol.44, 2008, pp.877 – 896
Y. Bar-Shalom, X.R. Li, Multitarget-Multisensor Tracking: Principles and Techniques, (CT: YBS Publishing, Stors1995)
Y. Bar-Shalom, E. Tse, Tracking in a cluttered environment with probabilistic data association., Automatica, Vol.11, 1975, pp.451 – 460
T.E. Fortman, Y. Bar-Shalom, M.Scheffe,., Multi-target Tracking Using Joint Probabilistic Data Association, IEEE Journal of Oceanic Engineering, Vol OE-8, 1983, pp.173 - 184
D.B. Reid, An Algorithm for Tracking Multiple Targets, IEEE Trans. on Automatic Control, Vol AC-24, no. 6, 1979, pp. 423–432
Y. Kalkan, On the Advantages of Frequency-Only MIMO Radar, (2013) International Journal on Communication and Propagation (IRECAP), 3 (3) (accepted for publication).
M. A. Sebt, M. M. Nayebi, H. R. Amindavar, Multiple Target Parameter Estimation in Multi-Frequency Array Radar, (2010) International Review of Electrical Engineering (IREE), 5 (6), pp. 2692-2709.
Y. Kalkan, B.Baykal, An Initial Data Association Method by Using Doppler Frequency for Multi Target, 20thSignal Processing and Communications Applications Conference, pp.1 - 4, April 2012, Muğla, TURKEY (in turkish).
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