Covariance-Based Measurement Selection Criterion for Gaussian-Based Algorithms

Other literature type, Article English OPEN
Fernando A. Auat Cheein;
(2013)
Process modeling by means of Gaussian-based algorithms often suffers from redundant information which usually increases the estimation computational complexity without significantly improving the estimation performance. In this article, a non-arbitrary measurement selec... View more
  • References (48)
    48 references, page 1 of 5

    1. Thrun, S.; Burgard, W.; Fox, D. Probabilistic Robotics; MIT Press: Cambridge, MA, USA, 2005.

    2. Siegwart, R.; Nourbahsh, I. Introduction to Autonomous Mobile Robots; MIT Press: Cambridge, MA, USA, 2004.

    3. Katz, J.; Nebot, E. Probabilistic Scheme for Laser Based Motion Detection. In Proceedings of the IEEE International Conference on Intelligent Robots and Systems, Nice, France, 22-26 September 2008; pp. 161-166.

    4. Howarth, B.; Katupitiya, J.; Guivant, J.; Szwec, A. Novel Robotic 3D Surface Mapping Using Range and Vision Fusion. In Proceedings of the IEEE International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 18-22 October 2010; pp. 1539-1544.

    5. Guivant, J.; Nebot, M. Optimization of the simultaneous localization and map-building algorithm for real-time implementation. IEEE Trans. Robot. Autom. 2001, 17, 242-257.

    6. Bar-Shalom, X.; Kirubarajan, T. Estimation with Applications to Tracking and Navigation; John Wiley & Sons; New York, NY, USA, 2001.

    7. Durrant-Whyte, H.; Bailey, T. Simultaneous localization and mapping (SLAM): Part I essential algorithms. IEEE Robot. Autom. Mag. 2006, 13, 99-108.

    8. Durrant-Whyte, H.; Bailey, T. Simultaneous localization and mapping (SLAM): Part II state of the art. IEEE Robot. Autom. Mag. 2006, 13, 108-117.

    9. Zhow, W.; Valls Miro, J.; Dissanayake, G. Information-efficient 3D visual SLAM for unstructured domains. IEEE Trans. Robot. 2008, 24, 1078-1087.

    10. Munguia, R.; Grau, A. Closing loops with a virtual sensor based on monocular SLAM. IEEE Trans. Instrum. Meas. 2009, 58, 2377-2384.

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