Abstract
Full view is an important subject in the study of wireless camera sensor coverage. It involves three issues, camera direction selection, camera location selection, and moving-directional target coverage. In this paper, we study them step by step, from one issue, two issue, to three issues. In each step, we formulate a group set cover- age problem, and study its computational complexity and approximation solutions. Especially, we employ a new type of approximations, the global approximation of local optimality for nonsubmodular optimization.
Supported by National Natural Science Foundation of China (61772154, U20A2068), Zhejiang Provincial Natural Science Foundation of China (LD19A010001) and Natural Science Foundation of USA (1907472).
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References
Cardei, M., Thai, M., Li, Y., Wu, W.: Energy-efficient tar get coverage in wireless sensor networks. In: IEEE INFOCOM 2005, Miami, USA (2005)
Ding, L., Wu, W., Willson, J.K., Wu, L., Lu, Z., Lee, W.: Constantapproximation for target coverage problem in wireless sensor networks. In: Proceedings of The 31st Annual Joint Conference of IEEE Communication and Computer Society (INFOCOM) (2012)
Li, J., Jin, Y.: A PTAS for the weighted unit disk cover problem. In: Halldórsson, M.M., Iwama, K., Kobayashi, N., Speckmann, B. (eds.) ICALP 2015. LNCS, vol. 9134, pp. 898–909. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-47672-7_73
Lidong, W., Hongwei, D., Weili, W., Li, D., Lv, J., Lee, W.: Approximations for minimum connected sensor cover. In: INFOCOM (2013)
Ai, J., Abouzeid, A.A.: Coverage by directional sensors in randomly deployed wireless sensor networks. J. Comb. Optim. 11(1), 1 (2006)
Astorino, A., Gaudioso, M., Miglionico, G.: Optimizing sensor cover energy for directional sensors. In: AIP Conference Proceedings, vol. 1776. No. 1. AIP Publishing LLC (2016)
Li, D., Liu, H., Lu, X., Chen, W., Du, H.: Target Q-coverage problem with bounded service delay in directional sensor networks. IJDSN 8 (2012)
Liu, Z., Jia, W.: GuojunWang: area coverage estimation model for directional sensor networks. IJES 10(1), 13–21 (2018)
Lu, Z., WU, W., Li, W.W.: Target coverage maximisation for directional sensor networks. IJSNet 24(4), 253–263 (2017)
Sung, T.-W., Yang, C.-S.: Voronoi-based coverage improvement approach for wireless directional sensor networks. J. Netw. Comput. Appl. (JNCA) 39, 202–213 (2014)
Yu, Z., Yang, F., Teng, J., Champion, A.C., Xuan, D.: Local face-view barrier coverage in camera sensor networks. In: Proceedings of International Conference on Computer Communications (INFOCOM), 26 AprilC1 May, HongKong (2015)
Yang, C., Zhu, W., Liu, J., Chen, L., Chen, D., Cao, J.: Self-orienting the cameras for maximizing the view-coverage ratio in camera sensor networks. Pervasive Mob. Comput. 17, 102–121 (2015)
Cheng, B., Cui, L., Jia, W., Zhao, W., Hancke, G.P.: Multiple Region of Interest Coverage in Camera Sensor Networks for Tele- Intensive Care Units. IEEE Trans. Indus. Inform. 12(6), 2331–2341 (2016)
Hong, Y., et al.: Projection-Based Coverage Algorithms in 3D Camera Sensor Networks for Indoor Objective Tracking. In: CSoNet, pp. 309–320 (2019)
Wang, Y., Cao, G.: On full-viewcoverage in camera sensor networks. In: Proceeding International Conference on Computer Communications. In: (INFOCOM), pp. 10–15 April, 2011, Shanghai, China (2011)
Gao, X., Yang, R., Wu, F., Chen, G., Zhou, J.: Optimization of full-View barrier coverage with rotatable camera sensors. In: Proceedings of International Conference on Distributed Computing Systems (ICDCS), 5C8 June, 2017, Atlanta, GA, USA, pp. 870–879 (2017)
Ma, H., Yang, M., Li, D., Hong, Y., Chen, W.: Minimum camera barrier coverage in wireless camera sensor networks. In: The Proceedings of International Conference on Computer Communications (INFOCOM), pp. 25–30 March, 2012, Orlando, FL, USA (2012)
He, S., Shin, D., Zhang, J., Chen, J., Sun, Y.: Full-view area coverage in camera sensor networks: dimension reduction and near-optimal solutions. IEEE Trans. Veh. Technol. 64(9), 7448–7461 (2016)
Hsiao, Y., Shih, K., Chen, Y.: On full-view area coverage by rotatable cameras in wireless camera sensor networks. In: Proceedings of International Conference on Advanced Information Networking and Applications (AINA), 27–29 March, TaiPei, Taiwan (2017)
Li, C., Bourgeois, A.G.: Lifetime and full-view coverage guarantees through distributed algorithms in camera sensor networks. In: Proceedings of International Conference on Parallel and Distributed Systems (ICPDS), Shenzhen, China, pp. 15–17 (2017)
Zhang, Q., He, S., Chen, J.: Toward optimal orientation scheduling for full-view coverage in camera sensor networks. In: Proceedings of International Conference on Distributed Computing Systems (GLOBECOM), Nara, Japan, pp. 27–30 (2016)
Ding-Zhu, D., Pardalos, P.M., Hu, X., Wu, W.: Introduction to Combinatorial Optimization, Springer (2022). https://doi.org/10.1007/978-3-031-10596-8
Charkhgard, H., Savelsbergh, M., Talebian, M.: A linear programming based algorithm to solve a class of optimization problems with a multi-linear objective function and affine constraints. Comput. Oper. Res. 89, 17–30 (2018)
Drenick, R.F.: Multilinear programming: duality theories. J. Optim. Theor. Appl. 72(3), 459–486 (1992). https://doi.org/10.1007/BF00939837
Weili, W., Zhang, Z., Ding-Zu, D.: Set function optimization. J. Oper. Res. Soc. China 7(2), 183–193 (2019)
Du, D.-Z., Pardalos, P.M., Wu, W.: Mathematical Theory of Optimization. Springer (2010). https://doi.org/10.1007/978-1-4757-5795-8
Ye, Y.: On the complexity of approximating a KKT point of quadratic programming. Math. Program. 80, 195–211 (1998)
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Du, H., Zhang, Z., Duan, Z., Tian, C., Du, DZ. (2023). Formulate Full View Camera Sensor Coverage by Using Group Set Coverage. In: Haas, Z.J., Prakash, R., Ammari, H., Wu, W. (eds) Wireless Internet. WiCON 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 464. Springer, Cham. https://doi.org/10.1007/978-3-031-27041-3_6
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