Abstract
For a uniform complex dynamics networks, a synchronization criterion of this model is given by constructing a Lyapunov function. In this paper, we present a new asymmetric coupling wireless sensor networks (WSNs) synchronization control algorithm combining with clusters, it aimed at the application of a large scale, high-density WSNs. It is proved that this network can achieve synchronization dynamically under the control scheme. This model avoids the research under the specific network topology of network synchronization problems, instead of researching how to improve the synchronization performance of the network from the perspective of cybernetics. Particularly, this controller has strong robustness against the coupling strength and topological structure of the network. Numerical simulations show this model can significantly improve the performance of synchronization for WSNs. Our results offer important references on the performance issues depending on specific application scenarios of WSNs.
Similar content being viewed by others
References
Baronchelli A, Ferrer-i Cancho R, Pastor-Satorras R, Chater N, Christiansen MH (2013) Networks in cognitive science. Trends Cognit Sci 17(7):348–360
Belykh VN, Belykh IV, Hasler M (2004) Connection graph stability method for synchronized coupled chaotic systems. Phys D Nonlinear Phenom 195(1):159–187
Branch JW, Giannella C, Szymanski B, Wolff R, Kargupta H (2013) In-network outlier detection in wireless sensor networks. Knowl Inf Syst 34(1):23–54
Chen J, Yu Q, Zhang Y, Chen HH, Sun Y (2010) Feedback-based clock synchronization in wireless sensor networks: a control theoretic approach. IEEE Trans Veh Technol 59(6):2963–2973
Dorogovtsev SN, Mendes JF (2013) Evolution of networks: from biological nets to the Internet and WWW. Oxford University Press, Oxford
Fagiolo G, Squartini T, Garlaschelli D (2013) Null models of economic networks: the case of the world trade web. J Econ Interact Coord 8(1):75–107
Ganeriwal S, Tsigkogiannis I, Shim H, Tsiatsis V, Srivastava MB, Ganesan D (2009) Estimating clock uncertainty for efficient duty-cycling in sensor networks. IEEE/ACM Trans Netw (TON) 17(3):843–856
Gu Y, He L, Zhu T, He T (2014) Achieving energy-synchronized communication in energy-harvesting wireless sensor networks. ACM Trans Embedd Comput Syst (TECS) 13(2s):68
He L, Fu L, Zheng L, Gu Y, Cheng P, Chen J, Pan J (2014) Esync: an energy synchronized charging protocol for rechargeable wireless sensor networks. In: Proceedings of the 15th ACM international symposium on Mobile ad hoc networking and computing. ACM, pp 247–256
Herman A, Swiss T (2014) The world wide web and contemporary cultural theory: magic, metaphor. Routledge, Power
Jiang N (2014) Wdem: weighted dynamics and evolution models for energy-constrained wireless sensor networks. Phys A Stat Mech Appl 404:323–331
Karimi HR, Zhang W, Yang X, Yu Z (2014) Recent advances in complex networks theories with applications. Sci World J 2014:504923. doi:10.1155/2014/504923
Liu YY, Slotine JJ, Barabási AL (2011) Controllability of complex networks. Nature 473(7346):167–173
Lordan O, Sallan JM, Simo P (2014) Study of the topology and robustness of airline route networks from the complex network approach: a survey and research agenda. J Transp Geogr 37:112–120
Lucarelli D, Wang IJ, et al (2004) Decentralized synchronization protocols with nearest neighbor communication. In: Proceedings of the 2nd international conference on Embedded networked sensor systems. ACM, pp 62–68
Marinho MA, de Freitas EP, da Costa JPCL, de Sousa Júnior RT (2013) Synchronization for cooperative MIMO in wireless sensor networks. In: Internet of things, smart spaces, and next generation networking. Springer, Berlin. pp 298–311
Medina C, Segura JC, La De, Torre A (2013) Accurate time synchronization of ultrasonic tof measurements in ieee 802.15. 4 based wireless sensor networks. Ad Hoc Netw 11(1):442–452
Prakash ST, Raja KB, Venugopal KR, Iyengar SS, Patnaik LM (2014) Base station controlled adaptive clustering for qos in wireless sensor networks. IJCSNS 14(2):1–9
Wang HL, Tsai RG, Huang RYM (2014) Enhanced quality of service control scheme with high availability for self-optimising wireless sensor network. Int J Internet Protocol Technol 8(1):25–32
Wang Q, Kulla E, Mino G, Barolli L, Iwashige J (2013) An integrated fuzzy logic system for cluster-head selection and sensor speed control in WSNs. In: 2013 Seventh International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS). IEEE, pp 104–110
Wu W, Zhou W, Chen T (2009) Cluster synchronization of linearly coupled complex networks under pinning control. IEEE Trans Circuits Syst I Regul Pap 56(4):829–839
Yavuz F, Zhao J, Yagan O, Gligor V (2014) On secure and reliable communications in wireless sensor networks: Towards k-connectivity under a random pairwise key predistribution scheme. In: 2014 IEEE international symposium on information theory (ISIT). IEEE, pp 2381–2385
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, F., Hu, S. & Luo, H. Partial synchronization and controllability of asymmetric coupling wireless sensor networks. J Ambient Intell Human Comput 9, 477–484 (2018). https://doi.org/10.1007/s12652-016-0428-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12652-016-0428-6