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Obtaining bounds on the number of hidden Markov states in a tracking context

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Figure

Figure 1: Structure of the Bayesian Network used for tracking.
Figure 3: Zigzag-shaped trajectory
Figure 7:Change in heading angles ofa zigzag-shaped trajectory over time andtwo high threshold values θ
Figure 8: Existing model building procedure.
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