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Real-time Fault Detection and Situational Awareness for Rovers: Report on the Mars Technology Program Task (2004)  (Make Corrections)  (4 citations)
Richard Dearden, Thomas Willeke, Frank Hutter, et al.



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Abstract: An increased level of autonomy is critical for meeting many of the goals of advanced planetary rover missions such as NASA's 2009 Mars Science Lab. One important component of this is state estimation, and in particular fault detection on-board the rover. In this paper we describe the results of a project funded by the Mars Technology Program at NASA, aimed at developing algorithms to meet this requirement. We describe a number of particle filtering-based algorithms for state estimation which we ... (Update)

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BibTeX entry:   (Update)

R. Dearden, F. Hutter, R.G. Simmons, S. Thrun, V. Verma, and T. Willeke. Real-time fault detection and situational awareness for rovers: Report on the mars technology program task. In Proceedings of the IEEE Aerospace Conference, Big Sky, MT, USA, 2004. To appear. http://citeseer.ist.psu.edu/article/dearden04realtime.html   More

@misc{ dearden04realtime,
  author = "R. Dearden and F. Hutter and R. Simmons and S. Thrun and V. Verma and T.
    Willeke",
  title = "Real-time fault detection and situational awareness for rovers: Report
    on the mars technology program task",
  text = "R. Dearden, F. Hutter, R.G. Simmons, S. Thrun, V. Verma, and T. Willeke.
    Real-time fault detection and situational awareness for rovers: Report on
    the mars technology program task. In Proceedings of the IEEE Aerospace Conference,
    Big Sky, MT, USA, 2004. To appear.",
  year = "2004",
  url = "citeseer.ist.psu.edu/article/dearden04realtime.html" }
Citations (may not include all citations):
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10   Variable resolution particle filter - Verma, Thrun et al. - 2003
9   Rao-Blackwellised particle filtering for fault diagnosis - de Freitas - 2002
9   Nonparametric fault identification for space rovers - Verma, Langford et al. - 2001
8   Factored particles for scalable monitoring - Ng, Peshkin et al. - 2002
8   The gaussian particle filter for diagnosis of non-linear sys.. - Hutter, Dearden - 2003
6   DarwinK evolutionary approach to automated design robotic (context) - An, to et al. - 2000
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3   Efficient monitoring for planetary rovers - Verma, Gordon et al. - 2003

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