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Erschienen in: Mobile Networks and Applications 1/2022

12.09.2020

Jamming-Resilient Backup Nodes Selection for RPL-based Routing in Smart Grid AMI Networks

verfasst von: Taimin Zhang, Xiaoyu Ji, Wenyuan Xu

Erschienen in: Mobile Networks and Applications | Ausgabe 1/2022

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Abstract

Advanced metering infrastructure (AMI) is the core component of the smart grid. As the wireless connection between smart meters in AMI is featured with high packet loss and low transmission rate, AMI is considered as a representative of the low power and lossy networks (LLNs). In such communication environment, the routing protocol in AMI network is essential to ensure the reliability and real-time of data transmission. The IPv6 routing protocol for low-power and lossy networks (RPL), proposed by IETF ROLL working group, is considered to be the best routing solution for the AMI communication environment. However, the performance of RPL can be seriously degraded due to jamming attack. In this paper, we analyze the performance degradation problem of RPL protocol under jamming attack. We propose a backup node selection mechanism based on the standard RPL protocol. The proposed mechanism chooses a predefined number of backup nodes that maximize the probability of successful transmission. We evaluation the proposed mechanism through MATLAB simulations, results show the proposed mechanism improves the performance of RPL under jamming attack prominently.

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Literatur
1.
Zurück zum Zitat Ancillotti E, Bruno R, Conti M (2012) “RPL routing protocol in advanced metering infrastructures: An analysis of the unreliability problems”. In: proceedings of the Sustainable Internet and ICT for Sustainability, sustain IT, Pisa, Italy, pp 1–10 Ancillotti E, Bruno R, Conti M (2012) “RPL routing protocol in advanced metering infrastructures: An analysis of the unreliability problems”. In: proceedings of the Sustainable Internet and ICT for Sustainability, sustain IT, Pisa, Italy, pp 1–10
2.
Zurück zum Zitat Winter T, Thubert P, Brandt A, Hui JW, Kelsey R, Levis P, Pister K, Struik R, Vasseur J, Alexander RK (2012) “RPL: Ipv6 routing protocol for low-power and lossy networks”, vol 6550 Winter T, Thubert P, Brandt A, Hui JW, Kelsey R, Levis P, Pister K, Struik R, Vasseur J, Alexander RK (2012) “RPL: Ipv6 routing protocol for low-power and lossy networks”, vol 6550
3.
Zurück zum Zitat Renofio JRR, Pellenz ME, Jamhour E, Santin AO, Penna MC, Souza RD (2016) “On the dynamics of the RPL protocol in AMI networks under jamming attacks”. In: proceedings of the IEEE International Conference on Communications, ICC, Kuala Lumpur Malaysia, pp 1–6 Renofio JRR, Pellenz ME, Jamhour E, Santin AO, Penna MC, Souza RD (2016) “On the dynamics of the RPL protocol in AMI networks under jamming attacks”. In: proceedings of the IEEE International Conference on Communications, ICC, Kuala Lumpur Malaysia, pp 1–6
4.
Zurück zum Zitat Pavkovic B, Theoleyre F, Duda A (2011) “Multipath opportunistic RPL routing over IEEE 802.15.4”. In: proceedings of the International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, MSW im, Miami, Florida, USA, pp 179–186 Pavkovic B, Theoleyre F, Duda A (2011) “Multipath opportunistic RPL routing over IEEE 802.15.4”. In: proceedings of the International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, MSW im, Miami, Florida, USA, pp 179–186
5.
Zurück zum Zitat Duquennoy S, Landsiedel O, Voigt T (2013) “Let the tree bloom: scalable opportunistic routing with ORPL,”. In: proceedings of the ACM Conference on Embedded Network Sensor Systems, SenSys, Roma, Italy, vol 2, pp 1–2:14 Duquennoy S, Landsiedel O, Voigt T (2013) “Let the tree bloom: scalable opportunistic routing with ORPL,”. In: proceedings of the ACM Conference on Embedded Network Sensor Systems, SenSys, Roma, Italy, vol 2, pp 1–2:14
6.
Zurück zum Zitat Tahir Y, Yang S, McCann JA (2018) BRPL: Backpressure RPL for high-throughput and mobile iots. IEEE Trans Mob Comput 17(1):29–43CrossRef Tahir Y, Yang S, McCann JA (2018) BRPL: Backpressure RPL for high-throughput and mobile iots. IEEE Trans Mob Comput 17(1):29–43CrossRef
7.
Zurück zum Zitat Ji X, He Y, Wang J, Dong W, Wu X, Liu Y (2014) “Walking down the STAIRS: efficient collision resolution for wireless sensor networks”. In: proceedings of the IEEE Conference on Computer Communications, INFOCOM, Toronto Canada, pp 961–969 Ji X, He Y, Wang J, Dong W, Wu X, Liu Y (2014) “Walking down the STAIRS: efficient collision resolution for wireless sensor networks”. In: proceedings of the IEEE Conference on Computer Communications, INFOCOM, Toronto Canada, pp 961–969
8.
Zurück zum Zitat Ji X, He Y, Wang J, Wu K, Liu D, Yi K, Liu Y (2017) “On improving wireless channel utilization: A collision tolerance-based approach”. IEEE T Mobile Comput 16(3):787–800CrossRef Ji X, He Y, Wang J, Wu K, Liu D, Yi K, Liu Y (2017) “On improving wireless channel utilization: A collision tolerance-based approach”. IEEE T Mobile Comput 16(3):787–800CrossRef
9.
Zurück zum Zitat Mustafa HA, Zhang X, Liu Z, Xu W, Perrig A (2012) Jamming-resilient multipath routing. IEEE T Depend Secure Comp 9(6):852–864CrossRef Mustafa HA, Zhang X, Liu Z, Xu W, Perrig A (2012) Jamming-resilient multipath routing. IEEE T Depend Secure Comp 9(6):852–864CrossRef
10.
Zurück zum Zitat Gnawali O, Levis P (2012) “The minimum rank with hysteresis objective function”, vol 6719 Gnawali O, Levis P (2012) “The minimum rank with hysteresis objective function”, vol 6719
11.
Zurück zum Zitat Ancillotti E, Bruno R, Conti M (2013) “The role of the RPL routing protocol for smart grid communications”. IEEE Commun Mag 51(1):75–83CrossRef Ancillotti E, Bruno R, Conti M (2013) “The role of the RPL routing protocol for smart grid communications”. IEEE Commun Mag 51(1):75–83CrossRef
12.
Zurück zum Zitat Ropitault T, Lampropulos A, Pelov A, Toutain L, Vedantham R, Chiummiento P (2014) “Doing it right - recommendations for RPL in plc-based networks for the smart grid”. In: proceedings of the IEEE International Conference on Smart Grid Communications, SmartGridComm, Venice, Italy , pp 452–457 Ropitault T, Lampropulos A, Pelov A, Toutain L, Vedantham R, Chiummiento P (2014) “Doing it right - recommendations for RPL in plc-based networks for the smart grid”. In: proceedings of the IEEE International Conference on Smart Grid Communications, SmartGridComm, Venice, Italy , pp 452–457
13.
Zurück zum Zitat Ho Q, Gao Y, Rajalingham G, Le-ngoc T (2015) “Robustness of the routing protocol for low-power and lossy networks (RPL) in smart grid’s neighbor-area networks”. In: proceedings of the IEEE International Conference on Communications, ICC, London, pp 826–831 Ho Q, Gao Y, Rajalingham G, Le-ngoc T (2015) “Robustness of the routing protocol for low-power and lossy networks (RPL) in smart grid’s neighbor-area networks”. In: proceedings of the IEEE International Conference on Communications, ICC, London, pp 826–831
14.
Zurück zum Zitat Yang Z, Ping S, Sun H, Aghvami A (2017) “CRB-RPL: A receiver-based routing protocol for communications in cognitive radio enabled smart grid”. IEEE T Veh Technol 66(7):5985–5994CrossRef Yang Z, Ping S, Sun H, Aghvami A (2017) “CRB-RPL: A receiver-based routing protocol for communications in cognitive radio enabled smart grid”. IEEE T Veh Technol 66(7):5985–5994CrossRef
15.
Zurück zum Zitat Lemercier F, Montavont N (2018) “Performance evaluation of a RPL hybrid objective function for the smart grid network”.. In: proceedings of the International Conference on Ad Hoc Networks an Wireless, ADHOC-NOW, Saint-Malo France, pp 27–38 Lemercier F, Montavont N (2018) “Performance evaluation of a RPL hybrid objective function for the smart grid network”.. In: proceedings of the International Conference on Ad Hoc Networks an Wireless, ADHOC-NOW, Saint-Malo France, pp 27–38
16.
Zurück zum Zitat Almusaylim ZA, Al-Humam A, Jhanjhi NZ (2020) “Proposing a secure RPL based internet of things routing protocol: A review”. Ad Hoc Networks 101:102096CrossRef Almusaylim ZA, Al-Humam A, Jhanjhi NZ (2020) “Proposing a secure RPL based internet of things routing protocol: A review”. Ad Hoc Networks 101:102096CrossRef
17.
Zurück zum Zitat Wadhaj I, Ghaleb B, Thomson C, Al-Dubai A, Buchanan WJ (2020) “Mitigation mechanisms against the DAO attack on the routing protocol for low power and lossy networks (RPL)”. IEEE, Access 8:43665–43675CrossRef Wadhaj I, Ghaleb B, Thomson C, Al-Dubai A, Buchanan WJ (2020) “Mitigation mechanisms against the DAO attack on the routing protocol for low power and lossy networks (RPL)”. IEEE, Access 8:43665–43675CrossRef
18.
Zurück zum Zitat Arena A, Perazzo P, Vallati C, Dini G, Anastasi G (2020) Evaluating and improving the scalability of RPL security in the internet of things. Comput Commun 151:119–132CrossRef Arena A, Perazzo P, Vallati C, Dini G, Anastasi G (2020) Evaluating and improving the scalability of RPL security in the internet of things. Comput Commun 151:119–132CrossRef
19.
Zurück zum Zitat Murali S, Jamalipour A (2020) “A lightweight intrusion detection for sybil attack under mobile RPL in the internet of things”. IEEE Internet Things J 7(1):379–388CrossRef Murali S, Jamalipour A (2020) “A lightweight intrusion detection for sybil attack under mobile RPL in the internet of things”. IEEE Internet Things J 7(1):379–388CrossRef
20.
Zurück zum Zitat Raoof A, Matrawy A, Lung C (2019) “Routing attacks and mitigation methods for rpl-based internet of things”. IEEE Commun Surv Tutor, 21(2):1582–1606CrossRef Raoof A, Matrawy A, Lung C (2019) “Routing attacks and mitigation methods for rpl-based internet of things”. IEEE Commun Surv Tutor, 21(2):1582–1606CrossRef
21.
Zurück zum Zitat Airehrour D, Gutiérrez J.A., Ray SK (2019) SecTrust-Rpl: A secure trust-aware RPL routing protocol for internet of things. Future Gener Comp Sy 93:860–876CrossRef Airehrour D, Gutiérrez J.A., Ray SK (2019) SecTrust-Rpl: A secure trust-aware RPL routing protocol for internet of things. Future Gener Comp Sy 93:860–876CrossRef
22.
Zurück zum Zitat Zaidi SAR, Ghogho M (2012) “Stochastic geometric analysis of black hole attack on smart grid communication networks”. In: proceedings of the IEEE International Conference on Smart Grid Communications, SmartGridComm, Tainan Taiwan, pp 716–721 Zaidi SAR, Ghogho M (2012) “Stochastic geometric analysis of black hole attack on smart grid communication networks”. In: proceedings of the IEEE International Conference on Smart Grid Communications, SmartGridComm, Tainan Taiwan, pp 716–721
23.
Zurück zum Zitat Mayzaud A, Badonnel R, Chrisment I (2017) “A distributed monitoring strategy for detecting version number attacks in rpl-based networks”. IEEE Trans Netw Ser Mgmt 14(2):472–486CrossRef Mayzaud A, Badonnel R, Chrisment I (2017) “A distributed monitoring strategy for detecting version number attacks in rpl-based networks”. IEEE Trans Netw Ser Mgmt 14(2):472–486CrossRef
24.
Zurück zum Zitat Wallgren L, Raza S, Voigt T (2013) “Routing attacks and countermeasures in the rpl-based internet of things” Wallgren L, Raza S, Voigt T (2013) “Routing attacks and countermeasures in the rpl-based internet of things”
25.
Zurück zum Zitat Kamgueu PO, Nataf E, Djotio TN (2018) Survey on RPL enhancements: a focus on topology, security and mobility. Comput Commun 120:10–21CrossRef Kamgueu PO, Nataf E, Djotio TN (2018) Survey on RPL enhancements: a focus on topology, security and mobility. Comput Commun 120:10–21CrossRef
26.
Zurück zum Zitat Wei X, Wang Q, Wang T, Fan J (2017) “Jammer localization in multi-hop wireless network: A comprehensive survey”. IEEE Commun Surv Tutor 19(2):765–799MathSciNetCrossRef Wei X, Wang Q, Wang T, Fan J (2017) “Jammer localization in multi-hop wireless network: A comprehensive survey”. IEEE Commun Surv Tutor 19(2):765–799MathSciNetCrossRef
27.
Zurück zum Zitat Rappaport TS (1996) Wireless communications - principles and practice. Prentice Hall Rappaport TS (1996) Wireless communications - principles and practice. Prentice Hall
Metadaten
Titel
Jamming-Resilient Backup Nodes Selection for RPL-based Routing in Smart Grid AMI Networks
verfasst von
Taimin Zhang
Xiaoyu Ji
Wenyuan Xu
Publikationsdatum
12.09.2020
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 1/2022
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-020-01634-z

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