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Erschienen in: Peer-to-Peer Networking and Applications 3/2018

19.12.2016

Multi-class routing protocol using virtualization and SDN-enabled architecture for smart grid

verfasst von: Mohammad Alishahi, Mohammad Hossein Yaghmaee Moghaddam, Hamid Reza Pourreza

Erschienen in: Peer-to-Peer Networking and Applications | Ausgabe 3/2018

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Abstract

Routing Protocol for Low Power and Lossy Network (RPL) is standardized and known as the primary solution for the last mile communication network in the smart grid. Various applications with different requirements are rapidly developed in the smart grid. The need to provide Quality of Service (QoS) for such a communication network is inevitable. In this paper, we use the benefits of virtualization and software-defined networking to present a virtual version of the RPL protocol which we name OMC-RPL (Optimized Multi-Class RPL). We present an SDN-enabled architecture consisting of a central controller and some SDN nodes. This implementation reduces the complexity and controls interactions to distribute the network states and other related information in the network. The proposed SDN-enabled architecture consists of different components including Network Link Discovery, Topology Manager, and Virtual Routing. OMC-RPL utilizes a holistic objective function including distinctive metrics related to QoS, and supports the data classification which is an essential requirement in this context. The proposed objective function considers different numbers of traffic classes by using weighting parameters. An optimization algorithm determines the best values of these coefficients. OMC-RPL is evaluated in different aspects. Simulation results show that the new idea significantly decreases both the end-to-end delay and packet loss which are the important factors of QoS. The virtualization idea is also investigated, which results in less message exchange.

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Literatur
1.
Zurück zum Zitat Gungor VC, Sahin D, Kocak T, Ergut S, Buccella C, Cecati C, Hancke GP (2013) A survey on smart grid potential applications and communication requirements. IEEE Trans Ind Inf 9(1):28–42. doi:10.1109/TII.2012.2218253 CrossRef Gungor VC, Sahin D, Kocak T, Ergut S, Buccella C, Cecati C, Hancke GP (2013) A survey on smart grid potential applications and communication requirements. IEEE Trans Ind Inf 9(1):28–42. doi:10.​1109/​TII.​2012.​2218253 CrossRef
2.
Zurück zum Zitat Ho Q-D, Gao Y, Le-Ngoc T (2013) Challenges and research opportunities in wireless communication networks for smart grid. IEEE Wirel Commun 20(3):89–95CrossRef Ho Q-D, Gao Y, Le-Ngoc T (2013) Challenges and research opportunities in wireless communication networks for smart grid. IEEE Wirel Commun 20(3):89–95CrossRef
3.
Zurück zum Zitat Rajalingham G, Gao Y, Ho Q-D, Le-Ngoc T (2014) Quality of service differentiation for smart grid neighbor area networks through multiple RPL instances. In: Proceedings of the 10th ACM symposium on QoS and security for wireless and mobile networks. ACM, p 17–24 Rajalingham G, Gao Y, Ho Q-D, Le-Ngoc T (2014) Quality of service differentiation for smart grid neighbor area networks through multiple RPL instances. In: Proceedings of the 10th ACM symposium on QoS and security for wireless and mobile networks. ACM, p 17–24
4.
Zurück zum Zitat Thai P (2011) Dissertation/thesis approval form Thai P (2011) Dissertation/thesis approval form
5.
Zurück zum Zitat Winter T (2012) RPL: IPv6 routing protocol for low-power and lossy networks Winter T (2012) RPL: IPv6 routing protocol for low-power and lossy networks
6.
Zurück zum Zitat Vasseur J (2014) Terms used in routing for low-power and lossy networks. In Vasseur J (2014) Terms used in routing for low-power and lossy networks. In
7.
Zurück zum Zitat Gaddour O, Koubâa A (2012) RPL in a nutshell: a survey. Comput Netw 56(14):3163–3178CrossRef Gaddour O, Koubâa A (2012) RPL in a nutshell: a survey. Comput Netw 56(14):3163–3178CrossRef
8.
Zurück zum Zitat Thubert P (2012) Objective function zero for the routing protocol for low-power and lossy networks (RPL) Thubert P (2012) Objective function zero for the routing protocol for low-power and lossy networks (RPL)
9.
Zurück zum Zitat Gnawali O, Levis P (2010) The ETX objective function for RPL Gnawali O, Levis P (2010) The ETX objective function for RPL
10.
Zurück zum Zitat Vasseur J-P, Kim M, Pister K, Dejean N, Barthel D (2012) Routing metrics used for path calculation in low-power and lossy networks. In Vasseur J-P, Kim M, Pister K, Dejean N, Barthel D (2012) Routing metrics used for path calculation in low-power and lossy networks. In
11.
Zurück zum Zitat Gaddour O, Koubaa A, Chaudhry S, Tezeghdanti M, Chaari R, Abid M (2012) Simulation and performance evaluation of DAG construction with RPL. In: Communications and Networking (ComNet), 2012 Third International Conference on. IEEE, p 1–8 Gaddour O, Koubaa A, Chaudhry S, Tezeghdanti M, Chaari R, Abid M (2012) Simulation and performance evaluation of DAG construction with RPL. In: Communications and Networking (ComNet), 2012 Third International Conference on. IEEE, p 1–8
12.
Zurück zum Zitat Wang D, Tao Z, Zhang J, Abouzeid A (2010) RPL based routing for advanced metering infrastructure in smart grid. In: Communications Workshops (ICC), 2010 I.E. International Conference on. IEEE, p 1–6 Wang D, Tao Z, Zhang J, Abouzeid A (2010) RPL based routing for advanced metering infrastructure in smart grid. In: Communications Workshops (ICC), 2010 I.E. International Conference on. IEEE, p 1–6
13.
Zurück zum Zitat Long NT, Uwase M-P, Tiberghien J, Steenhaut K (2013) QoS-aware cross-layer mechanism for multiple instances RPL. In: Advanced Technologies for Communications (ATC), 2013 International Conference on. IEEE, p 44–49 Long NT, Uwase M-P, Tiberghien J, Steenhaut K (2013) QoS-aware cross-layer mechanism for multiple instances RPL. In: Advanced Technologies for Communications (ATC), 2013 International Conference on. IEEE, p 44–49
14.
Zurück zum Zitat Abdessalem RB, Tabbane N (2014) RPL-SCSP: a network-MAC cross-layer design for wireless sensor networks. In: Proceedings of Ninth International Conference on Wireless Communication and Sensor Networks. Springer, p 27–35 Abdessalem RB, Tabbane N (2014) RPL-SCSP: a network-MAC cross-layer design for wireless sensor networks. In: Proceedings of Ninth International Conference on Wireless Communication and Sensor Networks. Springer, p 27–35
15.
Zurück zum Zitat Zhang J, Seet B-C, Lie T-T, Foh CH (2013) Opportunities for software-defined networking in smart grid. In: Information, Communications and Signal Processing (ICICS) 2013 9th International Conference on. IEEE, p 1–5 Zhang J, Seet B-C, Lie T-T, Foh CH (2013) Opportunities for software-defined networking in smart grid. In: Information, Communications and Signal Processing (ICICS) 2013 9th International Conference on. IEEE, p 1–5
16.
Zurück zum Zitat Islam MM, Hassan MM, Lee G-W, Huh E-N (2012) A survey on virtualization of wireless sensor networks. Sensors 12(2):2175–2207CrossRef Islam MM, Hassan MM, Lee G-W, Huh E-N (2012) A survey on virtualization of wireless sensor networks. Sensors 12(2):2175–2207CrossRef
17.
Zurück zum Zitat Tan K-L What’s NExT?: Sensor + Cloud!? Paper presented at the Proceedings of the Seventh International Workshop on Data Management for Sensor Networks, Singapore Tan K-L What’s NExT?: Sensor + Cloud!? Paper presented at the Proceedings of the Seventh International Workshop on Data Management for Sensor Networks, Singapore
18.
Zurück zum Zitat Rutakemwa MM (2013) From physical to virtual wireless sensor networks using cloud computing. Int J Res Comput Sci 3(1):19CrossRef Rutakemwa MM (2013) From physical to virtual wireless sensor networks using cloud computing. Int J Res Comput Sci 3(1):19CrossRef
19.
Zurück zum Zitat Misra S, Chatterjee S, Obaidat MS (2014) On theoretical modeling of sensor cloud: a paradigm shift from wireless sensor network Misra S, Chatterjee S, Obaidat MS (2014) On theoretical modeling of sensor cloud: a paradigm shift from wireless sensor network
20.
21.
Zurück zum Zitat Deshpande JG, Kim E, Thottan M (2011) Differentiated services QoS in smart grid communication networks. Bell Labs Tech J 16(3):61–81CrossRef Deshpande JG, Kim E, Thottan M (2011) Differentiated services QoS in smart grid communication networks. Bell Labs Tech J 16(3):61–81CrossRef
22.
Zurück zum Zitat Gharavi H, Xu C (2012) Traffic scheduling technique for smart grid advanced metering applications. IEEE Trans Commun 60(6):1646–1658CrossRef Gharavi H, Xu C (2012) Traffic scheduling technique for smart grid advanced metering applications. IEEE Trans Commun 60(6):1646–1658CrossRef
23.
Zurück zum Zitat Ramírez DF, Céspedes S (2015) Routing in neighborhood area networks: a survey in the context of AMI communications. J Netw Comput Appl 55:68–80CrossRef Ramírez DF, Céspedes S (2015) Routing in neighborhood area networks: a survey in the context of AMI communications. J Netw Comput Appl 55:68–80CrossRef
24.
Zurück zum Zitat Di Marco P, Fischione C, Athanasiou G, Mekikis P-V (2013) MAC-aware routing metrics for low power and lossy networks. In: INFOCOM, 2013 Proceedings IEEE. IEEE, p 13–14 Di Marco P, Fischione C, Athanasiou G, Mekikis P-V (2013) MAC-aware routing metrics for low power and lossy networks. In: INFOCOM, 2013 Proceedings IEEE. IEEE, p 13–14
25.
Zurück zum Zitat Brachman A (2013) Rpl objective function impact on llns topology and performance. In: Internet of things, smart spaces, and next generation networking. Springer, p 340–351 Brachman A (2013) Rpl objective function impact on llns topology and performance. In: Internet of things, smart spaces, and next generation networking. Springer, p 340–351
26.
Zurück zum Zitat Karkazis P, Leligou HC, Sarakis L, Zahariadis T, Trakadas P, Velivassaki TH, Capsalis C (2012) Design of primary and composite routing metrics for rpl-compliant wireless sensor networks. In: Telecommunications and Multimedia (TEMU), 2012 International Conference on. IEEE, p 13–18 Karkazis P, Leligou HC, Sarakis L, Zahariadis T, Trakadas P, Velivassaki TH, Capsalis C (2012) Design of primary and composite routing metrics for rpl-compliant wireless sensor networks. In: Telecommunications and Multimedia (TEMU), 2012 International Conference on. IEEE, p 13–18
27.
Zurück zum Zitat Gaddour O, Koubâa A, Baccour N, Abid M (2014) OF-FL: QoS-aware fuzzy logic objective function for the RPL routing protocol. In: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014 12th International Symposium on. IEEE, p 365–372 Gaddour O, Koubâa A, Baccour N, Abid M (2014) OF-FL: QoS-aware fuzzy logic objective function for the RPL routing protocol. In: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014 12th International Symposium on. IEEE, p 365–372
28.
Zurück zum Zitat Tripathi J, De Oliveira JC, Vasseur J-P (2014) Proactive versus reactive routing in low power and lossy networks: performance analysis and scalability improvements. Ad Hoc Netw 23:121–144CrossRef Tripathi J, De Oliveira JC, Vasseur J-P (2014) Proactive versus reactive routing in low power and lossy networks: performance analysis and scalability improvements. Ad Hoc Netw 23:121–144CrossRef
29.
Zurück zum Zitat Gaddour O, Koubâa A, Abid M (2015) Quality-of-service aware routing for static and mobile IPv6-based low-power and lossy sensor networks using RPL. Ad Hoc Netw 33:233–256CrossRef Gaddour O, Koubâa A, Abid M (2015) Quality-of-service aware routing for static and mobile IPv6-based low-power and lossy sensor networks using RPL. Ad Hoc Netw 33:233–256CrossRef
30.
Zurück zum Zitat Barriquello CH, Denardin GW, Campos A (2015) A geographic routing approach for IPv6 in large-scale low-power and lossy networks. Comput Electr Eng 45:182–191CrossRef Barriquello CH, Denardin GW, Campos A (2015) A geographic routing approach for IPv6 in large-scale low-power and lossy networks. Comput Electr Eng 45:182–191CrossRef
31.
Zurück zum Zitat Ancillotti E, Bruno R, Conti M (2014) Reliable data delivery with the ietf routing protocol for low-power and lossy networks. IEEE Trans Ind Inf 10(3):1864–1877CrossRef Ancillotti E, Bruno R, Conti M (2014) Reliable data delivery with the ietf routing protocol for low-power and lossy networks. IEEE Trans Ind Inf 10(3):1864–1877CrossRef
32.
Zurück zum Zitat Dorsch N, Kurtz F, Georg H, Hagerling C, Wietfeld C (2014) Software-defined networking for Smart Grid communications: Applications, challenges and advantages. In: Smart Grid Communications (SmartGridComm), 2014 I.E. International Conference on. IEEE, p 422–427 Dorsch N, Kurtz F, Georg H, Hagerling C, Wietfeld C (2014) Software-defined networking for Smart Grid communications: Applications, challenges and advantages. In: Smart Grid Communications (SmartGridComm), 2014 I.E. International Conference on. IEEE, p 422–427
33.
Zurück zum Zitat Sydney A, Ochs DS, Scoglio C, Gruenbacher D, Miller R (2014) Using GENI for experimental evaluation of software defined networking in smart grids. Comput Netw 63:5–16CrossRef Sydney A, Ochs DS, Scoglio C, Gruenbacher D, Miller R (2014) Using GENI for experimental evaluation of software defined networking in smart grids. Comput Netw 63:5–16CrossRef
34.
Zurück zum Zitat Molina E, Jacob E, Matias J, Moreira N, Astarloa A (2015) Using software defined networking to manage and control IEC 61850-based systems. Comput Electr Eng 43:142–154CrossRef Molina E, Jacob E, Matias J, Moreira N, Astarloa A (2015) Using software defined networking to manage and control IEC 61850-based systems. Comput Electr Eng 43:142–154CrossRef
35.
Zurück zum Zitat Su Z, Xu Q, Zhu H, Wang Y (2015) A novel design for content delivery over software defined mobile social networks. IEEE Netw 29(4):62–67CrossRef Su Z, Xu Q, Zhu H, Wang Y (2015) A novel design for content delivery over software defined mobile social networks. IEEE Netw 29(4):62–67CrossRef
36.
Zurück zum Zitat Tuna G, Gungor VC, Gulez K (2013) Wireless sensor networks for smart grid applications: a case study on link reliability and node lifetime evaluations in power distribution systems. Int J Distrib Sens Netw 2013 Tuna G, Gungor VC, Gulez K (2013) Wireless sensor networks for smart grid applications: a case study on link reliability and node lifetime evaluations in power distribution systems. Int J Distrib Sens Netw 2013
37.
Zurück zum Zitat Fadel E, Gungor V, Nassef L, Akkari N, Maik MA, Almasri S, Akyildiz IF (2015) A survey on wireless sensor networks for smart grid. Comput Commun 71:22–33CrossRef Fadel E, Gungor V, Nassef L, Akkari N, Maik MA, Almasri S, Akyildiz IF (2015) A survey on wireless sensor networks for smart grid. Comput Commun 71:22–33CrossRef
38.
Zurück zum Zitat Gopi C, Lalu V (2016) Sensor network infrastructure for AMI in smart grid. Procedia Technol 24:854–863CrossRef Gopi C, Lalu V (2016) Sensor network infrastructure for AMI in smart grid. Procedia Technol 24:854–863CrossRef
39.
Zurück zum Zitat Salvadori F, Gehrke CS, de Oliveira AC, de Campos M, Sausen PS (2013) Smart grid infrastructure using a hybrid network architecture. In: IEEE Transactions on Smart Grid, vol. 4, no. 3, p 1630–1639 Salvadori F, Gehrke CS, de Oliveira AC, de Campos M, Sausen PS (2013) Smart grid infrastructure using a hybrid network architecture. In: IEEE Transactions on Smart Grid, vol. 4, no. 3, p 1630–1639
40.
Zurück zum Zitat Al-Anbagi I, Erol-Kantarci M, Mouftah HT (2014) Priority- and delay-aware medium access for wireless sensor networks in the smart grid. In: IEEE Systems Journal, vol. 8, no. 2, p 608–618 Al-Anbagi I, Erol-Kantarci M, Mouftah HT (2014) Priority- and delay-aware medium access for wireless sensor networks in the smart grid. In: IEEE Systems Journal, vol. 8, no. 2, p 608–618
41.
Zurück zum Zitat Shah S, Thubert P (2012) Differentiated service class recommendations for LLN traffic Shah S, Thubert P (2012) Differentiated service class recommendations for LLN traffic
42.
Zurück zum Zitat Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Neural networks, 1995. Proceedings., IEEE International Conference on, Nov/Dec 1995, vol. 1944. p 1942–1948 Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Neural networks, 1995. Proceedings., IEEE International Conference on, Nov/Dec 1995, vol. 1944. p 1942–1948
43.
Zurück zum Zitat Rini DP, Shamsuddin SM, Yuhaniz SS (2011) Particle swarm optimization: technique, system and challenges. Int J Comput Appl 14(1):19–26 Rini DP, Shamsuddin SM, Yuhaniz SS (2011) Particle swarm optimization: technique, system and challenges. Int J Comput Appl 14(1):19–26
44.
Zurück zum Zitat Engelbrecht AP (2006) Fundamentals of computational swarm intelligence. Wiley Engelbrecht AP (2006) Fundamentals of computational swarm intelligence. Wiley
Metadaten
Titel
Multi-class routing protocol using virtualization and SDN-enabled architecture for smart grid
verfasst von
Mohammad Alishahi
Mohammad Hossein Yaghmaee Moghaddam
Hamid Reza Pourreza
Publikationsdatum
19.12.2016
Verlag
Springer US
Erschienen in
Peer-to-Peer Networking and Applications / Ausgabe 3/2018
Print ISSN: 1936-6442
Elektronische ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-016-0537-1

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