Abstract
The purpose of this paper is to present ongoing PhD work that investigates both the cooperative diversity and techniques of network coding needed to improve communication reliability in wireless sensor networks. In this context, we propose a relay selection technique. It aims to select the smallest number of relay nodes under certain constraints. One of the main innovations is that this approach is formulated as an optimisation problem. In addition, we analyse the best approach for solving the proposed optimisation problem. The assessment results highlight that the proposed technique significantly improves the communication reliability of the network in comparison with the state-of-the-art techniques for selection of relay nodes. Network coding techniques will be tackled in the second stage of development of this research.
This work has been partially funded by CAPES, The Brazilian Agency for Higher Education, under the project Print CAPES-UFSC “Automation 4.0’’ and CNPq/Brasil (Project 870048/2007-4).
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References
Dargie, W., Poellabauer, C.: Fundamentals of Wireless Sensor Networks. Wiley, Hoboken (2010)
Ez-Zazi, I., Arioua, M., El Oualkadi, A., Lorenz, P.: A hybrid adaptive coding and decoding scheme for multi-hop wireless sensor networks. Wirel. Pers. Commun. 94, 3017–3033 (2017)
Guo, Q., Li, X.: A safety relay selection method based on network coding. Int. J. Commun. Netw. Syst. Sci. 10, 167–175 (2017)
Sadiku, M., Eze, K., Musa, S.: Wireless sensor networks for healthcare. J. Sci. Eng. Res. 5, 210–213 (2018)
Bukhari, S.H.R., Siraj, S., Rehmani, M.H.: Wireless sensor networks in smart cities: applications of channel bonding to meet data communication requirements. In: Mouftah, H.T., Erol-Kantarci, M., Hussain Rehmani, M. (eds.) Transportation and Power Grid in Smart Cities: Communication Networks and Services, pp. 247–268. Wiley, Hoboken (2018)
Ślusarczyk, B.: Industry 4.0: are we ready? Polish J. Manag. Stud. 17, 232–248 (2018)
Bouabdellah, K., Noureddine, H., Larbi, S.: Using wireless sensor networks for reliable forest fires detection. Procedia Comput. Sci. 19, 794–801 (2013)
Liu, L., Hua, C., Chen, C., Guan, X.: Relay selection for three-stage relaying scheme in clustered wireless networks. IEEE Trans. Veh. Technol. 64, 2398–2408 (2015)
Marchenko, N., Andre, T., Brandner, G., Masood, W., Bettstetter, C.: An experimental study of selective cooperative relaying in industrial wireless sensor networks. IEEE Trans. Ind. Inf. 10, 1806–1816 (2014)
Senanayake, R., Atapattu, S., Evans, J.S., Smith, P.J.: Decentralized relay selection in multi-user multihop decode-and-forward relay networks. IEEE Trans. Wirel. Commun. 17, 3313–3326 (2018)
Valle, O., Montez, C., Medeiros de Araujo, G., Vasques, F., Moraes, R.: NetCoDer: a retransmission mechanism for WSNs based on cooperative relays and network coding. Sensors 16, 799 (2016)
Zhu, K., Wang, F., Li, S., Jiang, F., Cao, L.: Relay selection for cooperative relaying in wireless energy harvesting networks. IOP Conf. Ser. Earth Environ. Sci. 108, 52059 (2018)
Ahmed, M.H.U., Razzaque, M.A., Hong, C.S.: DEC-MAC: delay- and energy-aware cooperative medium access control protocol for wireless sensor networks. Ann. Telecommun. Ann. Des Télécommunications 68, 485–501 (2013)
Brante, G., Peron, G.D.S., Souza, R.D., Abrão, T.: Distributed fuzzy logic-based relay selection algorithm for cooperative. Sensors 13, 4375–4386 (2013)
Cheikh, M., Simpson, O., Sun, Y.: Energy efficient relay selection method for clustered wireless sensor network. In: 23rd European Wireless Conference, European Wireless 2017, pp. 92–97. Offenbach, Berlin (2017)
Pham, T.L., Kim, D.S.: Efficient forwarding protocol for dual-hop relaying wireless networks. Wirel. Pers. Commun. 89, 165–180 (2016)
Alkhayyat, A., Gazi, O., Sadkhan, S.B.: The role of delay and connectivity in throughput reduction of cooperative decentralized wireless networks. Math. Probl. Eng. 2015, 10 (2015)
Etezadi, F., Zarifi, K., Ghrayeb, A., Affes, S.: Decentralized relay selection schemes in uniformly distributed wireless sensor networks. IEEE Trans. Wirel. Commun. 11, 938–951 (2012)
Gokturk, M.S., Gurbuz, O.: Cooperation with multiple relays in wireless sensor networks: optimal cooperator selection and power assignment. Wirel. Netw. 20, 209–225 (2014)
Ouyang, F., Ge, J., Gong, F., Hou, J.: Random access based blind relay selection in large-scale relay networks. IEEE Commun. Lett. 19, 255–258 (2015)
Willig, A., Uhlemann, E.: On relaying for wireless industrial communications: is careful placement of relayers strictly necessary? In: 9th IEEE International Workshop on Factory Communication Systems (WFCS), pp. 191–200 (2012)
Baccour, N., et al.: F-LQE: a fuzzy link quality estimator for wireless sensor networks. In: Marrón, P.J., Whitehouse, K. (eds.) Wireless Sensor Networks: 8th European Conference, pp. 240–255 (2010)
Laurindo, S., Moraes, R., Nassiffe, R., Montez, C., Vasques, F.: An optimized relay selection technique to improve the communication reliability in wireless sensor networks. Sensors 18, 1–25 (2018)
Chandu, D.P.: Improved greedy algorithm for set covering problem. SSRG Int. J. Comput. Sci. Eng. 10, 1–4 (2015)
Srinivas, M., Patnaik, L.M.: Genetic algorithms: a survey. Computer 27, 17–26 (1994)
Morrison, D.R., Jacobson, S.H., Sauppe, J.J., Sewell, E.C.: Branch-and-bound algorithms: a survey of recent advances in searching, branching, and pruning. Discret. Optim. 19, 79–102 (2016)
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Laurindo, S., Moraes, R., Montez, C. (2020). Cooperative Communication Mechanisms Applied to Wireless Sensor Network. In: Camarinha-Matos, L., Farhadi, N., Lopes, F., Pereira, H. (eds) Technological Innovation for Life Improvement. DoCEIS 2020. IFIP Advances in Information and Communication Technology, vol 577. Springer, Cham. https://doi.org/10.1007/978-3-030-45124-0_11
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