A Dynamic Weighted Area Assignment Based on a Particle Filter for Active Cooperative Perception

IEEE Robotics and Automation Letters(2020)

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摘要
This article addresses an Active cooperative perception problem for networked robots systems. Given a team of networked robots, the goal is finding a target using their inherent uncertain sensor data. The article proposes a particle filter to model the probability distribution of the position of the target, which is updated using detection measurements from all robots. Then, an information-theoret...
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关键词
Robot sensing systems,Robot kinematics,Task analysis,Entropy,Particle filters
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