软件定义无线传感器网络研究综述
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摘要
无线传感器网络(Wireless Sensor Network, WSN)经过长时间的发展,技术上已经有了很大进步,并广泛应用于很多领域,但其仍存在一些技术难点,影响应用效果。软件定义网络(Software-Defined Network, SDN)是一种新的网络架构,它采用了数据平面与控制平面解耦的思路,提供了网络架构发展的新方向。为了提升WSN的技术有效性,SDN架构被引入到WSN领域中,形成了新的软件定义无线传感器网络(Software-Defined Wireless Sensor Networks, SDWSN)。在分析软件定义无线传感器网络现有研究成果的基础上,阐述了WSN及SDN的发展现状;结合目前的研究进展,综述了SDWSN可行的技术方案;探讨了SDWSN未来的研究方向及发展趋势。
After a long period of development, Wireless Sensor Network(WSN)has made great progress and has been widely used in many fields. But the researches of WSN encounter some challenges which affect the effectiveness of the application. Software-Defined Network(SDN)is a new paradigm of network architecture, the main idea of which is decoupling control plane from the data plane. SDN provides a new direction for the development of network infrastructure.In order to enhance the technical effectiveness of WSN, the SDN architecture is introduced into the WSN, so SoftwareDefined Wireless Sensor Network(SDWSN)is formed. Based on the current researches of software-defined wireless sensor network, this paper expounds the current status of WSN and SDN firstly. Then, the paper summarizes the current research progress and feasible technical solutions in SDWSN. Finally, it discusses future trends of technological development and gives out some research direction in this field.
After a long period of development, Wireless Sensor Network(WSN)has made great progress and has been widely used in many fields. But the researches of WSN encounter some challenges which affect the effectiveness of the application. Software-Defined Network(SDN)is a new paradigm of network architecture, the main idea of which is decoupling control plane from the data plane. SDN provides a new direction for the development of network infrastructure.In order to enhance the technical effectiveness of WSN, the SDN architecture is introduced into the WSN, so SoftwareDefined Wireless Sensor Network(SDWSN)is formed. Based on the current researches of software-defined wireless sensor network, this paper expounds the current status of WSN and SDN firstly. Then, the paper summarizes the current research progress and feasible technical solutions in SDWSN. Finally, it discusses future trends of technological development and gives out some research direction in this field.
引文
[1] Open Networking Foundation(ONF)[EB/OL].[2018-09-30].https://www.opennetworking.org.
[2] Open Networking Foundation(ONF).Open flow switch specification:Version 1.3.4[S].2012.
[3] Gante A D,Aslan M,Matrawy A.Smart wireless sensor network management based on software-defined networking[C]//Proceedings of the 27th Biennial Symposium on Communications,2014:71-75.
[4] Gude N,Koponen T,Pettit J,et al.NOX:Towards an operating system for networks[J].ACM Sigcomm Computer Communication Review,2008,38(3):105-110.
[5] Nunes B A A,Mendonca M,Nguyen X N,et al.A survey of software-defined networking:Past,present,and future of programmable networks[J].IEEE Communications Surveys&Tutorials,2014,16(3):1617-1634.
[6] Yi S,Li C,Li Q.A survey of fog computing:Concepts,applications and issues[C]//Proceedings of Workshop on Mobile Big Data,2015:37-42.
[7] Dinh H T,Lee C,Niyato D,et al.A survey of mobile cloud computing:architecture,applications,and approaches[J].Wireless Communications&Mobile Computing,2013,13(18):1587-1611.
[8] Duan Q,Yan Y,Vasilakos A V.A survey on serviceoriented network virtualization toward convergence of networking and cloud computing[J].IEEE Transactions on Network&Service Management,2012,9(4):373-392.
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[10] Hu F,Hao Q,Bao K.A survey on software-defined network and OpenFlow:From concept to implementation[J].Communications Surveys&Tutorials,2014,16(4):2181-2206.
[11] Nascimento V,Moraes M,Gomes R,et al.Filling the gap between software defined networking and wireless mesh networks[C]//Proceedings of International Conference on Network and Service Management,2015:451-454.
[12] Ahmad I,Namal S,Ylianttila M,et al.Security in software defined networks:A survey[J].IEEE Communications Surveys&Tutorials,2015,17(4):2317-2346.
[13] Khurshid A,Zhou W,Caesar M,et al.Veri Flow:Verifying network-wide invariants in real time[J].ACM Special Interest Group on Data Communication,2012,42(4):49-54.
[14]曾珊,陈刚,齐法制.高性能云数据中心弹性网络研究[J].计算机工程与应用,2018,54(7):89-95.
[15]王蒙蒙,刘建伟,陈杰,等.软件定义网络:安全模型、机制及研究进展[J].软件学报,2016,27(4):969-992.
[16] Luo T,Tan H,Quek T Q,et al.Sensor OpenFlow:Enabling software-defined wireless sensor networks[J].IEEE Communications Letters,2012,16(11):1896-1899.
[17] Han Z,Ren W.A novel wireless sensor networks structure based on the SDN[J].International Journal of Distributed Sensor Networks,2014,10(3).
[18] Costanzo S,Galluccio L,Morabito G,et al.Software defined wireless networks:unbridling SDNs[C]//Proceedings of European Workshop on Software Defined Networking,2012.
[19] Jayashree P,Princy F I.Leveraging SDN to conserve energy in WSN—An analysis[C]//Proceedings of International Conference on Signal Processing,Communication and Networking,2015:1-6.
[20] Wang Y,Chen H,Wu X,et al.An energy-efficient SDN based sleep scheduling algorithm for WSNs[J].Journal of Network&Computer Applications,2016,59:39-45.
[21] Zeng D,Li P,Guo S,et al.Energy minimization in multi-task software-defined sensor networks[J].IEEE Transactions on Computers,2015,64(11):3128-3139.
[22] Huang R,Chu X,Zhang J,et al.Energy-efficient monitoring in software defined wireless sensor networks using reinforcement learning:A prototype[J].International Journal of Distributed Sensor Networks,2015,11(10):1-12.
[23] Abu-Mahfouz A M,Hancke G P.An efficient distributed localisation algorithm for wireless sensor networks:based on smart reference-selection method[J].International Journal of Sensor Networks,2013,13(2):94-111.
[24]孙怀英,虞慧群,范贵生,等.支持SDN的Hadoop中的时间最小化任务调度[J].计算机科学与探索,2018,12(11):1767-1776.
[25] Akpakwu G A,Hancke G P,Abu-Mahfouz A M.Packets distribution in a tree-based topology Wireless Sensor Networks[C]//Proceedings of International Conference on Industrial Informatics,2017:1181-1184.
[26]朱小茹,王兴伟,张爽,等.基于SDN和接触图的空间信息网络路由机制[J].计算机科学与探索,2018,12(6):918-927.
[27] Miyazaki T,Yamaguchi S,Kobayashi K,et al.A software defined wireless sensor network[C]//Proceedings of International Conference on Computing,2014.
[28] Kushalnagar N,Montenegro G,Schumacher C.IPv6 over Low-Power Wireless Personal Area Networks(6Lo WPANs):Overview,assumptions,problem statement,and goals:RFC 4919[S].2007.
[29] Akram H,Gokhale A.Rethinking the design of LR-WPAN IoT systems with software-defined networking[C]//Proceedings of International Conference on Distributed Computing in Sensor Systems,2016:238-243.
[30] Kobo H I,Mahfouz A M,Hancke G P.A survey on software-defined wireless sensor networks:Challenges and design requirements[J].IEEE Access,2017,99:1.
[31]朱丹红,林清祥,张栋.基于SDN数据中心网络的时限感知的拥塞控制算法[J].计算机工程与应用,2018,54(3):68-73.
[32] Trevizan de Oliveira B,Batista Gabriel L,Borges Margi C.TinySDN:Enabling multiple controllers for softwaredefined wireless sensor networks[J].IEEE Latin America Transactions,2015,13(11):1-6.
[33] Olivier F,Carlos G,Florent N.SDN based architecture for clustered WSN[C]//Proceedings of International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing,2015:342-347.
[34] Tsou T,Aranda P,Xie H,et al.SDNi:A message exchange protocol for Software Defined Networks(SDNS)across multiple domains[Z].IRTF Internet Draft,2012.
[35] Tootoonchian A,Ganjali Y.Hyper Flow:A distributed control plane for OpenFlow[C]//Proceedings of Internet Network Management Conference on Research on Enterprise Networking,2011:3.
[36] Yu M,Rexford J,Freedman M J,et al.Scalable flowbased networking with DIFANE[C]//Proceedings of the ACM SIGCOMM 2010 Conference,2010:351-362.
[37] Curtis A R,Mogul J C,Tourrilhes J,et al.DevoFlow:Scaling flow management for high-performance networks[J].ACM Sigcomm Computer Communication Review,2011,41(4):254-265.
[38] Bera S,Misra S,Roy S K,et al.Soft-WSN:Softwaredefined WSN management system for Io T applications[J].IEEE Systems Journal,2018,12(3):2074-2081.
[39] Yuan A S,Fang H T,Wu Q.OpenFlow based hybrid routing in Wireless Sensor Networks[C]//Proceedings of IEEE Ninth International Conference on Intelligent Sensors,Sensor Networks and Information Processing,2014:1-5.
[40] Perkins,BeldingRoyer.Ad hoc On-Demand Distance Vector(AODV)routing[J].draft-ietf-manet-aodv08.txt,2001,6(7):90.
[41] Open vSwitch[EB/OL].(2015-11-24)[2018-09-30].http://www.openvswitch.org/.
[42] Howitt I,Gutierrez J A.IEEE 802.15.4 low rate-wireless personal area network coexistence issues[C]//Proceedings of IEEE Wireless Communications and Networking Conference,2003.
[43] Dio P D,Faraci S,Galluccio L,et al.Exploiting state information to support QoS in software-defined WSNs[C]//Proceedings of Ad Hoc Networking Workshop,2016:1-7.
[44] Galluccio L,Milardo S,Morabito G,et al.SDN-WISE:Design,prototyping and experimentation of a stateful SDN solution for wireless sensor networks[C]//Proceedings of IEEE Conference on Computer Communications(INFOCOM),2015:513-521.
[45] Bianchi G,Bonola M,Capone A,et al.OpenState:Programming platform-independent stateful openflow applications inside the switch[J].ACM Sigcomm Computer Communication Review,2014,44(2):44-51.
[46] Al-Anbagi I,Erol-Kantarci M,Mouftah H T.A survey on cross-layer quality-of-service approaches in WSNs for delay and reliability-aware applications[J].IEEE Communications Surveys&Tutorials,2016,18(1):525-552.
[47] Xiang W,Wang N,Zhou Y.An energy-efficient routing algorithm for software-defined wireless sensor networks[J].IEEE Sensors Journal,2016,16(20):7393-7400.
[48] Zhao Z N,Wang J,Guo H W.A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network[J].International Journal of Distributed Sensor Networks,2018,14(8).
[49] Ali S T,Sivaraman V,Radford A,et al.A survey of securing networks using software defined networking[J].IEEE Transactions on Reliability,2015,64(3):1086-1097.
[50] Wei D,Chen G L,Cao C H,et al.Towards a softwaredefined architecture for wireless sensor networks[J].Chinese Journal of Computers,2017(8).
[51] Huang R,Chu X,Zhang J,et al.Scale-free topology optimization for software-defined wireless sensor networks:A cyber-physical system[J].International Journal of Distributed Sensor Networks,2017,13(6).
[52] Wu J,Ota K,Dong M,et al.A hierarchical security framework for defending against Sophisticated attacks on wireless sensor networks in smart cities[J].IEEE Access,2016,4:416-424.
[53] Fernandez M P.Comparing Open Flow controller paradigms scalability:Reactive and proactive[C]//Proceedings of IEEE International Conference on Advanced Information Networking and Applications,2013:1009-1016.
[54] Modieginyane K M,Letswamotse B B,Malekian R,et al.Software defined wireless sensor networks application opportunities for efficient network management:A survey[J].Computers&Electrical Engineering,2017,66:274-287.
[2] Open Networking Foundation(ONF).Open flow switch specification:Version 1.3.4[S].2012.
[3] Gante A D,Aslan M,Matrawy A.Smart wireless sensor network management based on software-defined networking[C]//Proceedings of the 27th Biennial Symposium on Communications,2014:71-75.
[4] Gude N,Koponen T,Pettit J,et al.NOX:Towards an operating system for networks[J].ACM Sigcomm Computer Communication Review,2008,38(3):105-110.
[5] Nunes B A A,Mendonca M,Nguyen X N,et al.A survey of software-defined networking:Past,present,and future of programmable networks[J].IEEE Communications Surveys&Tutorials,2014,16(3):1617-1634.
[6] Yi S,Li C,Li Q.A survey of fog computing:Concepts,applications and issues[C]//Proceedings of Workshop on Mobile Big Data,2015:37-42.
[7] Dinh H T,Lee C,Niyato D,et al.A survey of mobile cloud computing:architecture,applications,and approaches[J].Wireless Communications&Mobile Computing,2013,13(18):1587-1611.
[8] Duan Q,Yan Y,Vasilakos A V.A survey on serviceoriented network virtualization toward convergence of networking and cloud computing[J].IEEE Transactions on Network&Service Management,2012,9(4):373-392.
[9] Haleplidis E,Denazis S,Koufopavlou O,et al.Softwaredefined networking:Experimenting with the control to forwarding plane interface[C]//Proceedings of European Workshop on Software Defined Networking,2012:91-96.
[10] Hu F,Hao Q,Bao K.A survey on software-defined network and OpenFlow:From concept to implementation[J].Communications Surveys&Tutorials,2014,16(4):2181-2206.
[11] Nascimento V,Moraes M,Gomes R,et al.Filling the gap between software defined networking and wireless mesh networks[C]//Proceedings of International Conference on Network and Service Management,2015:451-454.
[12] Ahmad I,Namal S,Ylianttila M,et al.Security in software defined networks:A survey[J].IEEE Communications Surveys&Tutorials,2015,17(4):2317-2346.
[13] Khurshid A,Zhou W,Caesar M,et al.Veri Flow:Verifying network-wide invariants in real time[J].ACM Special Interest Group on Data Communication,2012,42(4):49-54.
[14]曾珊,陈刚,齐法制.高性能云数据中心弹性网络研究[J].计算机工程与应用,2018,54(7):89-95.
[15]王蒙蒙,刘建伟,陈杰,等.软件定义网络:安全模型、机制及研究进展[J].软件学报,2016,27(4):969-992.
[16] Luo T,Tan H,Quek T Q,et al.Sensor OpenFlow:Enabling software-defined wireless sensor networks[J].IEEE Communications Letters,2012,16(11):1896-1899.
[17] Han Z,Ren W.A novel wireless sensor networks structure based on the SDN[J].International Journal of Distributed Sensor Networks,2014,10(3).
[18] Costanzo S,Galluccio L,Morabito G,et al.Software defined wireless networks:unbridling SDNs[C]//Proceedings of European Workshop on Software Defined Networking,2012.
[19] Jayashree P,Princy F I.Leveraging SDN to conserve energy in WSN—An analysis[C]//Proceedings of International Conference on Signal Processing,Communication and Networking,2015:1-6.
[20] Wang Y,Chen H,Wu X,et al.An energy-efficient SDN based sleep scheduling algorithm for WSNs[J].Journal of Network&Computer Applications,2016,59:39-45.
[21] Zeng D,Li P,Guo S,et al.Energy minimization in multi-task software-defined sensor networks[J].IEEE Transactions on Computers,2015,64(11):3128-3139.
[22] Huang R,Chu X,Zhang J,et al.Energy-efficient monitoring in software defined wireless sensor networks using reinforcement learning:A prototype[J].International Journal of Distributed Sensor Networks,2015,11(10):1-12.
[23] Abu-Mahfouz A M,Hancke G P.An efficient distributed localisation algorithm for wireless sensor networks:based on smart reference-selection method[J].International Journal of Sensor Networks,2013,13(2):94-111.
[24]孙怀英,虞慧群,范贵生,等.支持SDN的Hadoop中的时间最小化任务调度[J].计算机科学与探索,2018,12(11):1767-1776.
[25] Akpakwu G A,Hancke G P,Abu-Mahfouz A M.Packets distribution in a tree-based topology Wireless Sensor Networks[C]//Proceedings of International Conference on Industrial Informatics,2017:1181-1184.
[26]朱小茹,王兴伟,张爽,等.基于SDN和接触图的空间信息网络路由机制[J].计算机科学与探索,2018,12(6):918-927.
[27] Miyazaki T,Yamaguchi S,Kobayashi K,et al.A software defined wireless sensor network[C]//Proceedings of International Conference on Computing,2014.
[28] Kushalnagar N,Montenegro G,Schumacher C.IPv6 over Low-Power Wireless Personal Area Networks(6Lo WPANs):Overview,assumptions,problem statement,and goals:RFC 4919[S].2007.
[29] Akram H,Gokhale A.Rethinking the design of LR-WPAN IoT systems with software-defined networking[C]//Proceedings of International Conference on Distributed Computing in Sensor Systems,2016:238-243.
[30] Kobo H I,Mahfouz A M,Hancke G P.A survey on software-defined wireless sensor networks:Challenges and design requirements[J].IEEE Access,2017,99:1.
[31]朱丹红,林清祥,张栋.基于SDN数据中心网络的时限感知的拥塞控制算法[J].计算机工程与应用,2018,54(3):68-73.
[32] Trevizan de Oliveira B,Batista Gabriel L,Borges Margi C.TinySDN:Enabling multiple controllers for softwaredefined wireless sensor networks[J].IEEE Latin America Transactions,2015,13(11):1-6.
[33] Olivier F,Carlos G,Florent N.SDN based architecture for clustered WSN[C]//Proceedings of International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing,2015:342-347.
[34] Tsou T,Aranda P,Xie H,et al.SDNi:A message exchange protocol for Software Defined Networks(SDNS)across multiple domains[Z].IRTF Internet Draft,2012.
[35] Tootoonchian A,Ganjali Y.Hyper Flow:A distributed control plane for OpenFlow[C]//Proceedings of Internet Network Management Conference on Research on Enterprise Networking,2011:3.
[36] Yu M,Rexford J,Freedman M J,et al.Scalable flowbased networking with DIFANE[C]//Proceedings of the ACM SIGCOMM 2010 Conference,2010:351-362.
[37] Curtis A R,Mogul J C,Tourrilhes J,et al.DevoFlow:Scaling flow management for high-performance networks[J].ACM Sigcomm Computer Communication Review,2011,41(4):254-265.
[38] Bera S,Misra S,Roy S K,et al.Soft-WSN:Softwaredefined WSN management system for Io T applications[J].IEEE Systems Journal,2018,12(3):2074-2081.
[39] Yuan A S,Fang H T,Wu Q.OpenFlow based hybrid routing in Wireless Sensor Networks[C]//Proceedings of IEEE Ninth International Conference on Intelligent Sensors,Sensor Networks and Information Processing,2014:1-5.
[40] Perkins,BeldingRoyer.Ad hoc On-Demand Distance Vector(AODV)routing[J].draft-ietf-manet-aodv08.txt,2001,6(7):90.
[41] Open vSwitch[EB/OL].(2015-11-24)[2018-09-30].http://www.openvswitch.org/.
[42] Howitt I,Gutierrez J A.IEEE 802.15.4 low rate-wireless personal area network coexistence issues[C]//Proceedings of IEEE Wireless Communications and Networking Conference,2003.
[43] Dio P D,Faraci S,Galluccio L,et al.Exploiting state information to support QoS in software-defined WSNs[C]//Proceedings of Ad Hoc Networking Workshop,2016:1-7.
[44] Galluccio L,Milardo S,Morabito G,et al.SDN-WISE:Design,prototyping and experimentation of a stateful SDN solution for wireless sensor networks[C]//Proceedings of IEEE Conference on Computer Communications(INFOCOM),2015:513-521.
[45] Bianchi G,Bonola M,Capone A,et al.OpenState:Programming platform-independent stateful openflow applications inside the switch[J].ACM Sigcomm Computer Communication Review,2014,44(2):44-51.
[46] Al-Anbagi I,Erol-Kantarci M,Mouftah H T.A survey on cross-layer quality-of-service approaches in WSNs for delay and reliability-aware applications[J].IEEE Communications Surveys&Tutorials,2016,18(1):525-552.
[47] Xiang W,Wang N,Zhou Y.An energy-efficient routing algorithm for software-defined wireless sensor networks[J].IEEE Sensors Journal,2016,16(20):7393-7400.
[48] Zhao Z N,Wang J,Guo H W.A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network[J].International Journal of Distributed Sensor Networks,2018,14(8).
[49] Ali S T,Sivaraman V,Radford A,et al.A survey of securing networks using software defined networking[J].IEEE Transactions on Reliability,2015,64(3):1086-1097.
[50] Wei D,Chen G L,Cao C H,et al.Towards a softwaredefined architecture for wireless sensor networks[J].Chinese Journal of Computers,2017(8).
[51] Huang R,Chu X,Zhang J,et al.Scale-free topology optimization for software-defined wireless sensor networks:A cyber-physical system[J].International Journal of Distributed Sensor Networks,2017,13(6).
[52] Wu J,Ota K,Dong M,et al.A hierarchical security framework for defending against Sophisticated attacks on wireless sensor networks in smart cities[J].IEEE Access,2016,4:416-424.
[53] Fernandez M P.Comparing Open Flow controller paradigms scalability:Reactive and proactive[C]//Proceedings of IEEE International Conference on Advanced Information Networking and Applications,2013:1009-1016.
[54] Modieginyane K M,Letswamotse B B,Malekian R,et al.Software defined wireless sensor networks application opportunities for efficient network management:A survey[J].Computers&Electrical Engineering,2017,66:274-287.