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Cost-Aware Cooperative Theory Based Routing in Mobile Opportunistic Networks

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Wireless Sensor Networks (CWSN 2018)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 984))

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Abstract

Mobile Opportunistic Networks (MONs) are a class of wireless Delay Tolerant Networks that have been widely utilized in the areas of sporadic network connectivity. Many routing protocols in MONs assume that nodes are willing to forward messages to others. However, in real world scenarios, nodes behave selfishly and do not choose to be cooperative throughout due to a variety of reasons, ranging from lower energy levels to buffer shortages. Thus, it is imperative to develop incentive mechanisms to reward nodes for cooperation. In this paper, we propose a cost-aware cooperative theory-based routing protocol called CACR that is able to improve the delivery ratio and reduce the cost of nodes as well as incentivize them to participate in message routing. CACR is based on cooperative theory and adopts Shapley value to distribute the extra payoff for all participants to achieve the payment fairness according to the contribution of each participant. Subsequent simulations based on real-life traces show that CACR provides higher delivery rate and less transmission overheads than the existing routing protocols in MONs with selfish nodes.

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References

  1. Fall, K.: Delay-tolerant network architecture for challenged internets. In: Annual Conference on the Special Interest Group on Data Communication, pp. 27–34. ACM, Karisruhe (2003)

    Google Scholar 

  2. Zhang, Z.: Routing in intermittently connected mobile ad hoc networks and delay tolerant networks: overview and challenges. IEEE Commun. Surv. Tutor. 8(1), 24–37 (2006)

    Article  Google Scholar 

  3. Zhang, L., Wang, X., Lu, J., Ren, M., Duan, Z., Cai, Z.: A novel contact prediction-based routing scheme for DTNs. Trans. Emerg. Telecommun. Technol. 28(1), 1–12 (2017)

    Google Scholar 

  4. Zhao, R., Wang, X., Lin, Y., Yang, Y., Hui, T., Zhang, L.: A controllable multi-replica routing approach for opportunistic networks. IEEJ Trans. Electr. Electron. Eng. 12(4), 589–600 (2017)

    Article  Google Scholar 

  5. Zhao, R., Wang, X., Zhang, L., Lin, Y.: A social-aware probabilistic routing approach for mobile opportunistic social networks. Trans. Emerg. Telecommun. Technol. 28(12), 1–19 (2017)

    Google Scholar 

  6. Zhang, F., Wang, X., Jiang, L., Zhang, L.: Energy efficient forwarding algorithm in opportunistic networks. Chin. J. Electron. 25(5), 957–964 (2016)

    Article  Google Scholar 

  7. Zhang, L., Cai, Z., Lu, J., Wang, X.: Mobility-aware routing in delay tolerant networks. Pers. Ubiquit. Comput. 19(7), 1111–1123 (2015)

    Article  Google Scholar 

  8. Chen, Q., Cheng, S., Gao, H.: Energy-efficient algorithm for multicasting in duty-cycled sensor networks. Sensors 15(12), 31224–31243 (2015)

    Article  Google Scholar 

  9. Lin, Y., Wang, X., Hao, F., Wang, L., Zhang, L., Zhao, R.: An on-demand coverage based self-deployment algorithm for big data perception in mobile sensing networks. Future Gener. Comput. Syst. 82, 220–234 (2018)

    Article  Google Scholar 

  10. Li, L., Qin, Y., Zhong, X.: An incentive aware routing for selfish opportunistic networks: a game theoretic approach. In: IEEE 8th International Conference on Wireless Communications and Signal Processing, pp. 1–5. IEEE, Yang Zhou (2016)

    Google Scholar 

  11. Shevade, U., Song, H., Qiu, L.: Incentive-aware routing in DTNs. In: IEEE 16th International Conference on Network Protocols, pp. 238–247. IEEE, Orlando (2008)

    Google Scholar 

  12. Wu, F., Chen, T., Zhong, S., Qiao, C., Chen, G.: A game-theoretic approach to stimulate cooperation for probabilistic routing in opportunistic networks. IEEE Trans. Wirel. Commun. 12(4), 1573–1583 (2012)

    Article  Google Scholar 

  13. Zhu, H., Lin, X., Lu, R., Fan, Y., Shen, X.: SMART: a secure multilayer credit-based incentive scheme for delay-tolerant networks. IEEE Trans. Veh. Technol. 58(8), 4628–4639 (2009)

    Article  Google Scholar 

  14. Cai, Y., Fan, Y., Wen, D.: An incentive-compatible routing protocol for two-hop delay-tolerant networks. IEEE Trans. Veh. Technol. 65(1), 266–277 (2016)

    Article  Google Scholar 

  15. Lo, C., Kuo, Y., Jiang, J.: Data dissemination strategy based on time validity for opportunistic networks. In: 8th International Conference on Ubiquitous and Future Networks, pp. 1040–1045. IEEE, Vienna (2016)

    Google Scholar 

  16. Huang, Y., Dong, Y., Zhang, S.: TTL sensitive social-aware routing in mobile opportunistic networks. In: 15th Consumer Communications and Networking Conference, pp. 810–814. IEEE, Las Vegas (2014)

    Google Scholar 

  17. Lu, R., Lin, X., Shi, Z.: IPAD: an incentive and privacy-aware data dissemination scheme in opportunistic networks. In: 32nd International Conference on Computer and Communications, pp. 445–449. IEEE, Turin (2013)

    Google Scholar 

  18. Gao, W., Li, Q., Zhao, B., Cao, G.: Multicasting in delay tolerant networks: a social network perspective. In: 10th ACM International Symposium on Mobile Ad Hoc Network and Computing, pp. 299–308. ACM, New Orleans (2009)

    Google Scholar 

  19. Scott, J., Gass, R., Crowcroft, J., Hui, P., Diot, C., Chaintreau. A.: Crawdad data set Cambridge/Haggle (2009). http://crawdad.cs.dartmouth.edu/cambridge/haggle/imote/infocom2006. Accessed 29 May 2009

  20. Dhurandher, S., Sharma, D., Woungang, I.: GAER: genetic algorithm-based energy-efficient routing protocol for infrastructure-less opportunistic networks. J. Supercomput. 69(3), 1183–1214 (2014)

    Article  Google Scholar 

  21. Li, Q., Zhu, S., Cao G.: Routing in socially selfish delay tolerant networks. In: 29nd International Conference on Computer and Communications, pp. 445–449. IEEE, San Diego (2010)

    Google Scholar 

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Acknowledgments

This work is partly supported by the National Key R&D Program of China (No. 2017YFB1402102), the Natural Science Basis Research Plan in Shaanxi Province of China (Nos. 2017JM6060, 2017JM6103), and the Fundamental Research Funds for the Central Universities of China (No. GK201801004).

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Correspondence to Lichen Zhang .

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Yu, S., Zhang, L., Li, L., Wang, X. (2019). Cost-Aware Cooperative Theory Based Routing in Mobile Opportunistic Networks. In: Shen, S., Qian, K., Yu, S., Wang, W. (eds) Wireless Sensor Networks. CWSN 2018. Communications in Computer and Information Science, vol 984. Springer, Singapore. https://doi.org/10.1007/978-981-13-6834-9_1

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  • DOI: https://doi.org/10.1007/978-981-13-6834-9_1

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