Essence of Scalability in Wireless Sensor Network for Smart City Applications

Internet of Things (IoT) is the emerging research area. Along with many physical objects, Wireless Sensor Networks (WSNs) play an impeccable role in the smart city applications. It is learned from the retrospective study that the interaction between different types of objects, gathering of data from all the zones, their analyses etc., are very difficult to handle without energy conserving algorithms and protocols. Furthermore, applications of IoT specifically smart cities require a fault tolerant, scalable and reliable framework for real time processing of collected data. In this paper, we have proposed a cluster-based routing methodology which could be used at the sensing layer of smart city IoT. We select Cluster Head (CH) based on energy, distance, network energy and node density. The consideration of above parameters helps in acquiring the optimized performance of the protocol Zone-Stable Election Protocol (Z-SEP). We have performed simulations in MATLAB to emphasize the role of scalability of WSN in smart city application. We found that this protocol under performs when it is encountered for scalablity.

[1]  R. P. Meenaakshi Sundhari,et al.  IoT assisted Hierarchical Computation Strategic Making (HCSM) and Dynamic Stochastic Optimization Technique (DSOT) for energy optimization in wireless sensor networks for smart city monitoring , 2020, Comput. Commun..

[2]  Amir H. Gandomi,et al.  I-SEP: An Improved Routing Protocol for Heterogeneous WSN for IoT-Based Environmental Monitoring , 2020, IEEE Internet of Things Journal.

[3]  T. M. Vinod Kumar.  Smart Environment for Smart Cities , 2019, Smart Environment for Smart Cities.

[4]  Aditya Khamparia,et al.  Unification of Blockchain and Internet of Things (BIoT): requirements, working model, challenges and future directions , 2020, Wireless Networks.

[5]  Tai-Hoon Kim,et al.  Smart City and IoT , 2017, Future Gener. Comput. Syst..

[6]  Amir H. Gandomi,et al.  Residual Energy-Based Cluster-Head Selection in WSNs for IoT Application , 2019, IEEE Internet of Things Journal.

[7]  Mei. Leng,et al.  Multi hop routing in wireless sensor networks , 2007 .

[8]  Jinho Choi,et al.  An Efficient Clustering Framework for Massive Sensor Networking in Industrial Internet of Things , 2021, IEEE Transactions on Industrial Informatics.

[9]  H. Patricia McKenna,et al.  Awareness and Smart City Implementations: Sensing, Sensors, and the IoT in the Public Sector , 2020 .

[10]  Klaus Moessner,et al.  Enabling smart cities through a cognitive management framework for the internet of things , 2013, IEEE Communications Magazine.

[11]  Xiaojiang Du,et al.  Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city , 2020, Future Gener. Comput. Syst..

[12]  Neetu Sood,et al.  QoS provisioning-based routing protocols using multiple data sink in IoT-based WSN , 2019, Modern Physics Letters A.

[13]  Yasir Mehmood,et al.  Internet-of-Things-Based Smart Cities: Recent Advances and Challenges , 2017, IEEE Communications Magazine.

[14]  Andrea Zanella,et al.  Internet of Things for Smart Cities , 2014, IEEE Internet of Things Journal.

[15]  Hans Schaffers,et al.  Smart Cities and the Future Internet: Towards Cooperation Frameworks for Open Innovation , 2011, Future Internet Assembly.

[16]  Milind R. Naphade,et al.  Smarter Cities and Their Innovation Challenges , 2011, Computer.

[17]  Mohammad Hossein Anisi,et al.  Object tracking sensor networks in smart cities: Taxonomy, architecture, applications, research challenges and future directions , 2017, Future Gener. Comput. Syst..

[18]  Ajay K. Sharma,et al.  Cost-Effective Cluster-Based Energy Efficient Routing for Green Wireless Sensor Network , 2020, Recent Advances in Computer Science and Communications.

[19]  Bharat Bhushan,et al.  Recent Advances in Attacks, Technical Challenges, Vulnerabilities and Their Countermeasures in Wireless Sensor Networks , 2018, Wirel. Pers. Commun..

[20]  Mohsin Khalil,et al.  A Review of Routing Protocol Selection for Wireless Sensor Networks in Smart Cities , 2018, 2018 24th Asia-Pacific Conference on Communications (APCC).

[21]  Ion Marghescu,et al.  New Energy Efficient Multi-Hop Routing Techniques for Wireless Sensor Networks: Static and Dynamic Techniques , 2018, Sensors.

[22]  Hossam S. Hassanein,et al.  A Priced Public Sensing Framework for Heterogeneous IoT Architectures , 2013, IEEE Transactions on Emerging Topics in Computing.

[23]  Neetu Sood,et al.  Design of a novel routing architecture for harsh environment monitoring in heterogeneous WSN , 2018, IET Wirel. Sens. Syst..

[24]  Ajay K. Sharma,et al.  Dual Sink-Based Optimized Sensing for Intelligent Transportation Systems , 2021, IEEE Sensors Journal.

[25]  Zhu Han,et al.  Information Trading in Internet of Things for Smart Cities: A Market-Oriented Analysis , 2020, IEEE Network.

[26]  Marimuthu Palaniswami,et al.  An Information Framework for Creating a Smart City Through Internet of Things , 2014, IEEE Internet of Things Journal.