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Markov Localization: A Probabilistic Framework for Mobile Robot Localization and Navigation Export

(1998)

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bayesian carlo filter localization markovian mcl monte particle probabilistic robotics

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This dissertation explores fundamental issues in effective and safe navigation of mobile indoor robots. In particular, we will look at the problem of self-localization and aspects of collision avoidance during the process of self-localization. A successful realization of this process has to address several sub-problems


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