Abstract
Territorial ocean safety and ocean development make it necessary to establish a large-scale, long-term, and low-energy integrated ocean monitoring sensor networks (OMSNs). The High Attitude Platform based OMSN (HAP-OMAN) has provided a promising solution for ocean monitoring. In this paper, we study the node deployment problem in a HAP-OMSN architecture and formulate the problem as a multi-objective linear programming (MOLP) to maximize network lifetime, minimize energy consumption and ensure network’s connectivity, reliability and coverage of target points. Finally, we solve the MOLP by Gurobi, which is a powerful linear programming solver. Numerical analysis through case studies is conducted to verify the feasibility and scalability of the proposed optimization framework in different scales of network scenarios.
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References
Cheng, S., Cai, Z., Li, J., et al.: Drawing dominant dataset from big sensory data in wireless sensor networks. In: Computer Communications, pp. 531–539 (2015)
Cheng, S., Cai, Z., Li, J.: Curve query processing in wireless sensor networks. IEEE Trans. Veh. Technol. 64(11), 5198–5209 (2015)
Cheng, S., Cai, Z., Li, J., et al.: Extracting kernel dataset from big sensory data in wireless sensor networks. IEEE Trans. Knowl. Data Eng. 29(4), 813–827 (2017)
Duan, J., Zhao, T., Lin, B.: Optimal topology design of high altitude platform based maritime broadband communication networks. In: Gao, X., Du, H., Han, M. (eds.) COCOA 2017. LNCS, vol. 10627, pp. 462–470. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-71150-8_38
Zhao, T.: Deployment and optimization of maritime broadband communication system based on high altitude platform. Dalian Maritime University, Dalian (2017)
Grace, D., Mohorĉiĉ, M.: Broadband communications via high altitude platforms. IEEE Commun. Surv. Tutor. 7(1), 2–31 (2010)
Ayaz, B., Allen, A., Wiercigroch, M.: Improving routing performance of underwater wireless sensor networks. In: OCEANS 2017, Aberdeen, pp. 1–9 (2017)
Acknowledgement
This study is sponsored by National Science Foundation of China (NSFC) No. 61771086 and Fundamental Research Funds for Central Universities under grant No. 3132016318.
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Duan, J., Liu, Y., Lin, B., Jiang, Y., Hou, F. (2018). Node Deployment of High Altitude Platform Based Ocean Monitoring Sensor Networks. In: Chellappan, S., Cheng, W., Li, W. (eds) Wireless Algorithms, Systems, and Applications. WASA 2018. Lecture Notes in Computer Science(), vol 10874. Springer, Cham. https://doi.org/10.1007/978-3-319-94268-1_61
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DOI: https://doi.org/10.1007/978-3-319-94268-1_61
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