A decentralized motion coordination strategy for dynamic target tracking

@article{Chung2006ADM,
  title={A decentralized motion coordination strategy for dynamic target tracking},
  author={T. Chung and J. Burdick and R. Murray},
  journal={Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006.},
  year={2006},
  pages={2416-2422}
}
  • T. Chung, J. Burdick, R. Murray
  • Published 2006
  • Computer Science, Engineering
  • Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006.
  • This paper presents a decentralized motion planning algorithm for the distributed sensing of a noisy dynamical process by multiple cooperating mobile sensor agents. This problem is motivated by localization and tracking tasks of dynamic targets. Our gradient-descent method is based on a cost function that measures the overall quality of sensing. We also investigate the role of imperfect communication between sensor agents in this framework, and examine the trade-offs in performance between… CONTINUE READING
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    References

    SHOWING 1-10 OF 21 REFERENCES
    On a decentralized active sensing strategy using mobile sensor platforms in a network
    • 157
    • PDF
    Distributed multirobot localization
    • 656
    • PDF
    Distributed Multi-Robot Localization
    • 187
    • PDF
    Communication and sensing trade-offs in decentralized mobile sensor networks: a cross-layer design approach
    • 39
    • PDF
    Decentralized Algorithms for Multi-Robot Manipulation via Caging
    • 175
    • PDF
    Comparison of decentralized tracking algorithms
    • Ng Gee Wah, Yang Rong
    • Computer Science
    • Sixth International Conference of Information Fusion, 2003. Proceedings of the
    • 2003
    • 18
    • PDF
    Target tracking with distributed sensors: The focus of attention problem
    • 47
    • PDF
    Decentralized optimization, with application to multiple aircraft coordination
    • 272
    • PDF