Energy efficient and reliable data gathering using internet of software-defined mobile sinks for WSNs-based smart grid applications

Abstract The smart grid is an emerging concept that introduces innovative ways to handle the power quality and reliability issues for both service provider and consumers. The key aims of the smart grid (SG) in smart cities (SCs) is to preserve a certain level of residents’ life quality and support the entire spectrum of their economic activities. In this paper, we present a novel Energy Efficient and Reliable Data Gathering Routing Protocol (ODGRP) for wireless sensor networks (WSNs)-based smart grid applications. The developed scheme employs a software-defined centralized controller and multiple mobile sinks for energy efficient and reliable data gathering from WSNs in the SG. The extensive simulation results conducted through the EstiNet 9.0 show that the designed scheme outperforms existing approaches and achieves its defined goals for event-driven applications in the SG.

[1]  Athanasios V. Vasilakos,et al.  Software-Defined Industrial Internet of Things in the Context of Industry 4.0 , 2016, IEEE Sensors Journal.

[2]  Özgür B. Akan,et al.  Spectrum-aware cluster-based routing for cognitive radio sensor networks , 2013, 2013 IEEE International Conference on Communications (ICC).

[3]  Rizwan Aslam Butt,et al.  Bio‐inspired routing protocol for WSN‐based smart grid applications in the context of Industry 4.0 , 2018, Trans. Emerg. Telecommun. Technol..

[4]  Prasanta K. Jana,et al.  Energy efficient path selection for mobile sink and data gathering in wireless sensor networks , 2017 .

[5]  Fakhri Alam Khan,et al.  3D weighted centroid algorithm & RSSI ranging model strategy for node localization in WSN based on smart devices , 2018 .

[6]  Muhammad Faheem,et al.  MQRP: Mobile sinks-based QoS-aware data gathering protocol for wireless sensor networks-based smart grid applications in the context of industry 4.0-based on internet of things , 2017, Future Gener. Comput. Syst..

[7]  Pramod K. Varshney,et al.  Received-Signal-Strength-Based Localization in Wireless Sensor Networks , 2018, Proceedings of the IEEE.

[8]  Imtiaz Parvez,et al.  RSS based loop-free compass routing protocol for data communication in advanced metering infrastructure (AMI) of Smart Grid , 2014, 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid (CIASG).

[9]  Muhammad Faheem,et al.  EDHRP: Energy efficient event driven hybrid routing protocol for densely deployed wireless sensor networks , 2015, J. Netw. Comput. Appl..

[10]  Sungwook Kim,et al.  Biform game based cognitive radio scheme for smart grid communications , 2012, Journal of Communications and Networks.

[11]  Hussein T. Mouftah,et al.  Wireless Sensor Networks for Cost-Efficient Residential Energy Management in the Smart Grid , 2011, IEEE Transactions on Smart Grid.

[12]  Mohammed Abo-Zahhad,et al.  Mobile Sink-Based Adaptive Immune Energy-Efficient Clustering Protocol for Improving the Lifetime and Stability Period of Wireless Sensor Networks , 2015, IEEE Sensors Journal.

[13]  Hamid Sharif,et al.  Multimedia communications over cognitive radio networks for smart grid applications , 2013, IEEE Wireless Communications.

[14]  Tan Yigitcanlar,et al.  Does smart city policy lead to sustainability of cities , 2018 .

[15]  Bilal Erman Bilgin,et al.  A novel data collection mechanism for smart grids using public transportation buses , 2016, Comput. Stand. Interfaces.

[16]  Jiasong Mu.  A minimum physical distance delivery protocol based on ZigBee in smart grid , 2014, EURASIP J. Wirel. Commun. Netw..

[17]  Fadi Al-Turjman,et al.  Mobile Couriers' selection for the Smart-grid in Smart-cities' Pervasive Sensing , 2017, Future Gener. Comput. Syst..

[18]  Syed Hassan Ahmed,et al.  Named Data Networking for Software Defined Vehicular Networks , 2017, IEEE Communications Magazine.

[19]  Ahmet Aktas,et al.  Experimental investigation of a new smart energy management algorithm for a hybrid energy storage system in smart grid applications , 2017 .

[20]  Rafal Leszczyna,et al.  Cybersecurity and privacy in standards for smart grids - A comprehensive survey , 2018, Comput. Stand. Interfaces.

[21]  Vehbi C. Gungor,et al.  Smart grid communication and information technologies in the perspective of Industry 4.0: Opportunities and challenges , 2018, Comput. Sci. Rev..

[22]  Zeeshan Ali Khan,et al.  Using energy-efficient trust management to protect IoT networks for smart cities , 2018, Sustainable Cities and Society.

[23]  Kwangsoo Kim,et al.  Branch-Based Centralized Data Collection for Smart Grids Using Wireless Sensor Networks , 2015, Sensors.

[24]  Xu Li,et al.  A reliable QoS-aware routing scheme for neighbor area network in smart grid , 2016, Peer Peer Netw. Appl..

[25]  Nadeem Javaid,et al.  A Hybrid Genetic Wind Driven Heuristic Optimization Algorithm for Demand Side Management in Smart Grid , 2017 .

[26]  Weifeng Chen,et al.  A Lightweight And privacy-preserving public cloud auditing scheme without bilinear pairings in smart cities , 2019, Comput. Stand. Interfaces.

[27]  Bekkay Hajji,et al.  Efficient coding techniques algorithm for cluster-heads communication in Wireless Sensor Networks , 2017 .

[28]  Mubashir Husain Rehmani,et al.  Cognitive-Radio-Based Internet of Things: Applications, Architectures, Spectrum Related Functionalities, and Future Research Directions , 2017, IEEE Wireless Communications.

[29]  Martin Reisslein,et al.  Cognitive radio based smart grid: The future of the traditional electrical grid , 2016, Ad Hoc Networks.

[30]  Özgür B. Akan,et al.  A Cross-Layer QoS-Aware Communication Framework in Cognitive Radio Sensor Networks for Smart Grid Applications , 2013, IEEE Transactions on Industrial Informatics.

[31]  Hasan Farooq,et al.  Energy, Traffic Load, and Link Quality Aware Ad Hoc Routing Protocol for Wireless Sensor Network Based Smart Metering Infrastructure , 2013, Int. J. Distributed Sens. Networks.

[32]  Gerhard P. Hancke,et al.  Opportunities and Challenges of Wireless Sensor Networks in Smart Grid , 2010, IEEE Transactions on Industrial Electronics.

[33]  Vinay Singh,et al.  GCRP: Grid-cycle routing protocol for wireless sensor network with mobile sink , 2018, AEU - International Journal of Electronics and Communications.

[34]  Muhammad Faheem,et al.  Spectrum-aware bio-inspired routing in cognitive radio sensor networks for smart grid applications , 2017, Comput. Commun..

[35]  Hongyan Zhao,et al.  IoT applications in the ecological industry chain from information security and smart city perspectives , 2018, Comput. Electr. Eng..