PERCEPTION AND NAVIGATION FOR AN AUTONOMOUS QUADROTOR IN GPS-DENIED ENVIRONMENTS

Sajad Saeedi, Amr Nagaty, Carl Thibault, Michael Trentini, and Howard Li

References

  1. [1] T. Tomic, K. Schmid, P. Lutz, A. Domel, M. Kassecker,E. Mair, I. Grixa, F. Ruess, M. Suppa, and D. Burschka,Toward a fully autonomous UAV: Research platform for indoorand outdoor urban search and rescue, IEEE Robotics andAutomation Magazine, 19(3), 2012, 46–56.
  2. [2] I. Palunko, P. Cruz, and R. Fierro, Agile load transportation: Safe and efficient load manipulation with aerial robots, IEEE Robotics and Automation Magazine, 19(3), 2012, 69–79.
  3. [3] A. Nagaty, S. Saeedi, C. Thibault, M. Seto, and H. Li, Control and navigation framework for quadrotor helicopters, Journal of Intelligent and Robotic Systems, 70(1–4), 2013, 1–12.
  4. [4] S. Bouabdallah, A. Noth, and R. Siegwart, PID vs LQ control techniques applied to an indoor micro quadrotor, in Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2004, 2451–2456.
  5. [5] X. Dong, B. M. Chen, G. Cai, H. Lin, and T. H. Lee, Development of a comprehensive software system for implementing cooperative control of multiple unmanned aerial vehicles, International Journal of Robotics and Automation, 26(1), 2011.
  6. [6] R. Mahony, V. Kumar, and P. Corke, Multirotor aerial vehicles: Modeling, estimation, and control of quadrotor, IEEE Robotics and Automation Magazine, 19(3), 2012, 20–32.
  7. [7] N. Michael, D. Mellinger, Q. Lindsey, and V. Kumar, TheGRASP multiple micro-UAV testbed, IEEE Robotics andAutomation Magazine, 17(3), 2010, 56–65.
  8. [8] A. Mokhtari, A. Benallegue, and Y. Orlov, Exact linearization and sliding mode observer for a quadrotor unmanned aerial vehicle, International Journal of Robotics and Automation, 21(1), 2006, 39–49.
  9. [9] S. Thrun, M. Diel, and D. Hahnel, Scan alignment and 3-D surface modeling with a helicopter platform, Field and Service Robotics, 24, 2006, 287–297. http://link.springer.com/chapter/10.1007%2F10991459_28
  10. [10] S. Grzonka, G. Grisetti, and W. Burgard, Towards a navigation system for autonomous indoor flying, in Proceedings of the IEEE/RSJ International Conference on Robotics and Automation (ICRA), 2009, 2878–2883.
  11. [11] A. Bachrach, R. He, and N. Roy, Autonomous flight in unknown indoor environments, International Journal of MicroAir Vehicles, 1(4), 2009, 217–228.
  12. [12] H.D. Whyte and T. Bailey, Simultaneous localization and mapping (SLAM): Part I the essential algorithms, IEEE Robotics and Automation Magazine, 13(3), 2006, 108–117.
  13. [13] S. Saeedi, L. Paull, M. Trentini, M. Seto, and H. Li, Group mapping: A topological approach to map merging for multiple robots, IEEE Robotics Automation Magazine, 21(2), 2014, 60–72.
  14. [14] ——, Efficient map merging using a probabilistic generalized Voronoi diagram, in Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2012, 4419–4424.
  15. [15] ——, Map merging for multiple robots using hough peakmatching, Robotics and Autonomous Systems, 62(10), 2014,1408–1424.
  16. [16] ——, Map merging using Hough peak matching, in Proceedings of the IEEE/RSJ International Conf. on Intelligent Robots and Systems (IROS), 2012, 4683–4688.
  17. [17] S. Saeedi, L. Paull, M. Trentini, and H. Li, A neural network-based multiple robot simultaneous localization and mapping, IEEE Transactions on Neural Networks, vol. 22, no. 12, pp. 2376–2387, 2011.
  18. [18] ——, A neural network-based multiple robot simultaneouslocalization and mapping, in Proc of the IEEE/RSJ Interna-tional Conf on Intelligent Robots and Systems (IROS), 2011,880–885.
  19. [19] ——, Occupancy grid map merging for multiple robot simultaneous localization and mapping, International Journal of Robotics and Automation, 30(2), 2015, 149–157.
  20. [20] ——, Multiple robot simultaneous localization and mapping, in Proceedings of the IEEE/RSJ International Conf. on Intelligent Robots and Systems (IROS), 2011, 853–858.
  21. [21] C. Stachniss, Robotic mapping and exploration (Springer, Berlin Heidelberg: Springer Tracts in Advanced Robotics, 2009) vol. 55.
  22. [22] S. Thrun, W. Burgard, and D. Fox, Probabilistic robotics (Cambridge, MA, USA: The MIT Press, 2005).
  23. [23] S. Saeedi, M. Trentini, M. Seto, and H. Li, Multiple-robot simultaneous localization and mapping: A review, Journal of Field Robotics, 33(1), 2016, 3–46.
  24. [24] L. Paull, S. Saeedi, M. Seto, and H. Li, Auv navigation and localization: A review, IEEE Journal of Oceanic Engineering, 39(1), 2014, 131–149.
  25. [25] H. Choset, K.M. Lynch, S. Hutchinson, G. Kantor, W. Burgard, L.E. Kavraki, and S. Thrun, Principles of robot motion: Theory, algorithms, and implementations (intelligent robotics and autonomous agents) (Cambridge, MA, USA: The MIT Press, 2005).
  26. [26] L. Paull, S. Saeedi, M. Seto, and H. Li, Sensor-driven on-line coverage planning for autonomous underwater vehicles, IEEE/ASME Transactions on Mechatronics, 18(6), 2013, 1827–1838.
  27. [27] I. Dryanovski, W. Morris, and J. Xiao, An open-sourcepose estimation system for micro-air vehicles, in Proc. of the IEEE/RSJ International Conf. on Robotics and Automation(ICRA), 2011, 4449–4454.
  28. [28] S. Kohlbrecher, O. v. Stryk, J. Meyer, and U. Klingauf, A flexible and scalable SLAM system with full 3D motion estimation, in IEEE International Symposium on Safety, Security and Rescue Robotics (SSRR), 2011, 155–160.
  29. [29] N. Michael, S. Shen, K. Mohta, Y. Mulgaonkar, V. Kumar, K. Nagatani, Y. Okada, S. Kiribayashi, K. Otake, K. Yoshida, K. Ohno, E. Takeuchi, and S. Tadokoro, Collaborative mapping of an earthquake-damaged building via ground and aerial robots, Journal of Field Robotics, 29(5), 2012, 832–841.
  30. [30] S. Weiss, D. Scaramuzza, and R. Siegwart, Monocular-slambased navigation for autonomous micro helicopters ingps-denied environments, Journal of Field Robotics, 28(6),2011, 854–874.
  31. [31] R.A. Brooks, Elephants don’t play chess, Robotics and Autonomous Systems, 6(1–2), 1990, 3–15.
  32. [32] M.J. Mataric, Behavior-based control: Examples from navigation, learning, and group behavior, Journal of Experimental and Theoretical Artificial Intelligence, 9(2–3), 1997, 323–336.
  33. [33] N. Engelhard, F. Endres, J. Hess, J. Sturm, and W. Burgard, Real-time 3D visual SLAM with a hand-held RGB-D camera, in Proc. of the RGB-D Workshop on 3D Perception in Robotics at the European Robotics Forum, 2011.
  34. [34] B. Yamauchi, A. Schultz, and W. Adams, Integrating exploration and localization for mobile robots, Adaptive Behaviors, 7(2), 1999, 217–229.
  35. [35] K. Wurm, A. Hornung, M. Bennewitz, C. Stachniss, andW. Burgard, octoMap: A probabilistic, flexible, and compact3D map representation for robotic system, in Proc. of theIEEE/RSJ International Conf. on Robotics and Automation(ICRA), 2010.
  36. [36] 2013, Retrieved July 3, 2013, http://www.ece.unb.ca/COBRA/quadrotor.htm

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