Abstract
Acoustic signals are used for communication in underwater sensor networks (UWSNs) because radio signals attenuate heavily when propagating in water, while optical signals have large scattering in water. Data transmission in UWSNs faces great challenges due to the characteristics of underwater acoustic channels. Moreover, high energy consumption and long latency bring about increased challenges for the designs of routing protocols in UWSNs. In this paper, we propose a routing protocol called Layer-based Energy-Efficient Routing (LEER) protocol to address the route failure problem with greedy routing, as well as the long end-to-end delay and high energy consumption problems. In LEER, each node extracts the layer field information from hello packets received and updates its own layer to avoid the problem of routing a packet to a void area. All nodes with the LEER protocol forward packets to a sink node without the need for any location information. Simulation results show that the LEER protocol outperforms the depth-based routing (DBR) protocol in terms of the delivery rate and end-to-end delay.











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References
Javaid N, Shakeel U, Ahmad A, Alrajeh N, Khan ZA, Guizani N (2019) DRADS: depth and reliability aware delay sensitive cooperative routing for underwater wireless sensor networks. Wirel Netw 25(2):777–789
Zheng J, Jamalipour A (2009) Wireless sensor networks: a networking perspective. Wiley-IEEE Press, ISBN: 9780470167632, Sept. 2009
Zheng J, Wang P, Li C (2010) Distributed data aggregation using Slepian-Wolf coding in cluster-based wireless sensor networks. IEEE Transactions on Vehicular Technology 59(5):2564–2574
Ahmed M, Salleh M, Channa MI (2017) Routing protocols for underwater wireless sensor networks based on data forwarding: a review. Telecommun Syst 65(1):139–153
Zhang JN, Du XJ, Li MJ, Wang LJ (2018) Routing protocol of underwater wireless sensor network based on vector and energy. Comput Eng 44(9):113–117
Guan Q, Ji F, Liu Y, Yu H, Chen W (2019) Distance-vector based opportunistic routing for underwater acoustic sensor networks. IEEE Internet Things J 6(2):3831–3839
Shreema S, Pai RM, Pai MMM (2018) Energy efficient message priority based routing protocol for aquaculture applications using underwater sensor network. Wirel Pers Commun 103(2):1871–1894
Neelavathy Pari S, Sathish M, Arumugam K (2018) An energy-efficient and reliable depth-based routing protocol for underwater wireless sensor network (ER-DBR). In: Advances in Power Systems and Energy Management, LNEE, vol 436, pp. 451–463
Khasawneh A, Latiff MSBA, Kaiwartya O, Chizari H (2018) A reliable energy-efficient pressure-based routing protocol for underwater wireless sensor network. Wirel Netw 24(6):2061–2075
Hao K, Shen H, Liu Y, Wang B, du X (2018) Integrating localization and energy-awareness: a novel geographic routing protocol for underwater wireless sensor networks. Mobile Networks and Applications 23(5):1427–1435
Gomathi RM, Martin Leo Manickam J (2018) Energy efficient shortest path routing protocol for underwater acoustic wireless sensor network. Wirel Pers Commun 98(1):843–856
Yan H, Shi ZJ, Cui JH (2008) DBR: depth-based routing for underwater sensor networks. In: proceedings of the 7th international IFIP-TC6 networking conference on ad hoc and sensor networks, wireless networks, next generation internet (NETWORKING 2008), vol 4982, pp 72-86
Wahid A, Lee S, Jeong HJ, Kim D (2011) EEDBR: energy-efficient depth-based routing protocol for underwater wireless sensor networks. In: AST 2011, vol 195, pp. 223–234
Wahid A, Lee S, Kim D, Lim KS (2014) MRP: a localization-free multi-layered routing protocol for underwater wireless sensor networks. Wirel Pers Commun 77(4):2997–3012
Du XJ, Huang KJ, Lan SL, Feng ZX, Liu F (2014) LB-AGR: level-based adaptive geo-routing for underwater sensor network. The Journal of China Universities of Posts and Telecommunications 21(1):54–59
Sozer EM, Stojanovic M, Proakis JG (2000) Underwater acoustic networks. IEEE J Ocean Eng 25(1):72–83
Xie P, Cui JH (2007) R-MAC: an energy-efficient MAC protocol for underwater sensor networks. In: proceedings of the international conference on wireless algorithms, systems and applications (WASA 2007), pp 187-198
Acknowledgments
This work is supported by the National Natural Science Foundation of China under grant No. 61962052 and 61902273, the Innovation Team Foundation of Qinghai Office of Science and Technology under grant No. 2020-ZJ-903, the Hebei IoT Monitoring Center under grant No.3142016020, and the Chunhui Program of Ministry of Education of China.
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Zhu, J., Du, X., Han, D. et al. LEER: Layer-Based Energy-Efficient Routing Protocol for Underwater Sensor Networks. Mobile Netw Appl 27, 502–509 (2022). https://doi.org/10.1007/s11036-020-01693-2
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DOI: https://doi.org/10.1007/s11036-020-01693-2