Abstract
This paper examines the problem of determining the distribution of a number of indistinguishable moving bodies located in regions separated by sensor beams that can detect whether a body moves across them. We characterize the conditions under which an exact distribution of bodies can be determined, and compute bounds on the expected number of sensor observations required to determine this exact distribution for a certain movement model of the bodies.
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Aslam, J., Butler, Z., Constantin, F., Crespi, V., Cybenko, G., Rus, D.: Tracking a moving object with a binary sensor network. In: 1st International Conference on Embedded Networked Sensor Systems, pp. 150–161. ACM Press (2002)
Baryshnikov, Y., Ghrist, R.: Target enumeration via integration over planar sensor networks. In: Proceedings of Robotics: Science and Systems IV, Zurich, Switzerland (June 2008)
Bobadilla, L., Sanchez, O., Czarnowski, J., Gossman, K., LaValle, S.: Controlling wild bodies using linear temporal logic. In: Proceedings of Robotics: Science and Systems (June 2011)
Dehn, M.: Papers on Group Theory and Topology. Springer, Berlin (1987)
Epstein, D.B.A., Paterson, M.S., Camon, G.W., Holt, D.F., Levy, S.V., Thurston, W.P.: Word Processing in Groups. A. K. Peters, Natick (1992)
Erdmann, M.A., Mason, M.T.: An exploration of sensorless manipulation. IEEE Transactions on Robotics & Automation 4(4), 369–379 (1988)
Fang, Q., Zhao, F., Guibas, L.: Counting targets: Building and managing aggregates in wireless sensor networks. Technical Report P2002-10298, Palo Alto Research Center (June 2002)
Feige, U.: Collecting coupons on trees, and the cover time of random walks. Computational Complexity 6(4), 341–356 (1996)
Gfeller, B., Mihalák, M., Suri, S., Vicari, E., Widmayer, P.: Counting Targets with Mobile Sensors in an Unknown Environment. In: Kutyłowski, M., Cichoń, J., Kubiak, P. (eds.) ALGOSENSORS 2007. LNCS, vol. 4837, pp. 32–45. Springer, Heidelberg (2008)
Goldberg, K.Y.: Orienting polygonal parts without sensors. Algorithmica 10, 201–225 (1993)
Kim, W., Mechitov, K., Choi, J., Ham, S.: On target tracking with binary proximity sensors. In: ACM/IEEE International Conference on Information Processing in Sensor Networks, pp. 301–308. IEEE Press (2005)
Robbins, H.: A remark on stirling’s formula. The American Mathematical Monthly 62(1), 26–29 (1955)
Shrivastava, N., Mudumbai, R., Madhow, U., Suri, S.: Target tracking with binary proximity sensors: fundamental limits, minimal descriptions, and algorithms. In: Proc. 4th Internat. Conf. on Embedded Networked Sensor Systems, pp. 251–264. ACM Press (2006)
Singh, J., Kumar, R., Madhow, U., Suri, S., Cagley, R.: Tracking multiple targets using binary proximity sensors. In: Proc. Information Processing in Sensor Networks (2007)
Tovar, B., Cohen, F., LaValle, S.M.: Sensor Beams, Obstacles, and Possible Paths. In: Chirikjian, G.S., Choset, H., Morales, M., Murphey, T. (eds.) Algorithmic Foundation of Robotics VIII. STAR, vol. 57, pp. 317–332. Springer, Heidelberg (2009)
Wang, C.-C., Thorpe, C., Thrun, S., Hebert, M., Durrant-Whyte, H.: Simultaneous localization, mapping and moving object tracking. International Journal of Robotics Research 26(9), 889–916 (2007)
Yang, D.B., Gonzalez-Banos, H.H., Guibas, L.J.: Counting people in crowds with a real-time network of simple image sensors. In: Proc. IEEE International Conference on Computer Vision, vol. 1, pp. 122–129 (2003)
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Erickson, L.H., Yu, J., Huang, Y., LaValle, S.M. (2013). Counting Moving Bodies Using Sparse Sensor Beams. In: Frazzoli, E., Lozano-Perez, T., Roy, N., Rus, D. (eds) Algorithmic Foundations of Robotics X. Springer Tracts in Advanced Robotics, vol 86. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36279-8_26
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DOI: https://doi.org/10.1007/978-3-642-36279-8_26
Publisher Name: Springer, Berlin, Heidelberg
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