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You ask several questions, but I will focus mostly on the localization part. Is it possible or even clever to use a particle filter out of robot sensor data? Yes. You can use a particle filter, but I don't understand what part of your system is collaborative. Instead, you have a robot operating in dynamic environment (with a remote sensor). See next ...

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