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Showing 1 to 5 of 5 for “"cooperative perception"”.

  1. Cooperative Perception for Connected Vehicles

    … the reliability of the algorithms that form this perception is not always guaranteed and adverse traffic and environmental conditions can significantly diminish the performance of these algorithms. To solve this problem, this research builds on the idea that enabling cars to share and exchange …

    vt Repository record for Cooperative Perception for Connected Vehicles (opens in a new tab)

  2. Learning-based cooperative perception and control for multi-robot systems

    … deploying and testing multi-robot control and perception policies on decentralised real-world MRS. The first part of this thesis focuses on applying learnable communications to multi-robot coordination. We are the first to train a cooperative multi-agent coordination policy with learnable …

    cambridge Repository record for Learning-based cooperative perception and control for multi-robot systems (opens in a new tab)

  3. Cooperative Perception in Autonomous Ground Vehicles using a Mobile Robot Testbed

    … the right level of information sharing for cooperative autonomous driving. Cooperative Perception is proposed among vehicles, where every vehicle is transformed into a moving sensor platform that is capable of sharing information collected using its on-board sensors. This helps extend the …

    vt Repository record for Cooperative Perception in Autonomous Ground Vehicles using a Mobile Robot Testbed (opens in a new tab)

  4. Leveraging Machine Learning Techniques in Power and Transportation Systems

    … issues, a multi-vehicle and multi-sensor (MVMS) cooperative perception method is introduced to construct a global view of the environment. In addition, to justify the robustness of the perception results, we evaluate the confidence of the perception output and propose a semantic information …

    umn Repository record for Leveraging Machine Learning Techniques in Power and Transportation Systems (opens in a new tab)

  5. Cooperative Prediction and Planning Under Uncertainty for Autonomous Robots

    Autonomous robots are set to become ubiquitous in the future, with applications ranging from autonomous cars to assistive household robots. These systems must operate in close proximity of dynamic and static objects, including humans and other non-autonomous systems, adding complexity to their …

    vt Repository record for Cooperative Prediction and Planning Under Uncertainty for Autonomous Robots (opens in a new tab)