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Autonomous Target Detection and Localization Using Cooperative Unmanned Aerial Vehicles

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Book cover Optimization and Cooperative Control Strategies

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 381))

Abstract

In this chapter we present sensor implementation issues encountered in developing a team of cooperative unmanned aerial vehicles (UAVs) for intelligence, surveillance and reconnaissance missions. UAVs that compose the cooperative team are equipped with heterogeneous sensors and onboard processing capability. The sensor information collected by each UAV is constantly shared among the neighboring UAVs and processed locally using Out-of-Order Sigma-Point Kalman Filtering (O3SPKF) techniques. Results from flight experiments support the effectiveness of the cooperative autonomous UAV technologies.

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References

  1. Pack, D.J., York, G., Toussaint, G.J.: Localizing Mobile RF Targets using Multiple Unmanned Aerial Vehicles with Heterogeneous Sensing Capabilities. In: Proc. NSC 2005 (2005)

    Google Scholar 

  2. Plett, G.L., De Lima, P., Pack, D.J.: Target localization using multiple UAVs with sensor fusion via Sigma-Point Kalman Filtering. In: Proc. 2007 AIAA, FL (2007)

    Google Scholar 

  3. Plett, G.L., Zarzhitsky, D., Pack, D.J.: Out-of-order sigma-point Kalman filtering for target localization using cooperating unmanned aerial vehicles. In: Hirsch, M.J., Pardalos, P.M., Murphey, R., Grundel, D. (eds.) Advances in Cooperative Control and Optimization. Lecture Notes in Control and Information Sciences, vol. 369, pp. 22–44. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  4. Brannan, D., Esplen, M., Gray, J.: Geometry. Cambridge University Press, Cambridge (1999)

    Google Scholar 

  5. Hartley, R., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge University Press, Cambridge (2000)

    MATH  Google Scholar 

  6. Mahalanobis, P.C.: On the generalized distance in statistics. Proc. National Institute of Science of India 12, 49–55 (1936)

    Google Scholar 

  7. Zhang, Z.: A flexible new technique for camera calibration. Microsoft Research Technical Report MSR-TR-98-71 (March 1999)

    Google Scholar 

  8. Johnston Jr., M.G.: Ground Object Geo-Location using UAV Video Camera. In: 25th Digital Avionics Systems Conference, pp. 5C3–1-7 (October 2006)

    Google Scholar 

  9. Fu, K.S., Gonzalez, R.C., Lee, C.S.G.: Robotics,Control, Sensing,Vision, and Intelligence. McGraw-Hill, New York (1987)

    Google Scholar 

  10. Pack, D.J., York, G.: Developing a control architecture for multiple Unmanned Aerial Vehicles to search and localize RF time-varying mobile targets: part I. In: Proc. IEEE International Conference on Robotics and Automation, Barcelona, Spain, pp. 3965–3970 (April 2005)

    Google Scholar 

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© 2009 Springer-Verlag Berlin Heidelberg

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Yoon, Y., Gruber, S., Krakow, L., Pack, D. (2009). Autonomous Target Detection and Localization Using Cooperative Unmanned Aerial Vehicles. In: Hirsch, M.J., Commander, C.W., Pardalos, P.M., Murphey, R. (eds) Optimization and Cooperative Control Strategies. Lecture Notes in Control and Information Sciences, vol 381. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88063-9_12

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  • DOI: https://doi.org/10.1007/978-3-540-88063-9_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-88062-2

  • Online ISBN: 978-3-540-88063-9

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