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Performance analysis of a smart meter node for congestion avoidance and LoS coverage

Department of Electrical & Electronics Engineering, National Institute of Technology Karnataka(NITK)-Surathkal Mangalore-575025

Topical Section: Smart Grids and Networks

Smart meters are intelligent next-generation energy meters which are used for measuring energy consumption and transmitting information over a network. In a real-time environment, a smart meter network faces congestion and coverage issues. To connect to the network, a network interface card (NIC) is installed for each smart meter. NICs are hardware components that link a host to a network and acts as both the physical and data link layer. Generally, a single node is connected to a NIC. We found that the use of multiple NICs in a node shows significant improvement over the use of a single NIC to overcome network congestion in a real-time environment. The line of sight (LoS) between the transmitter and the receiver is a coverage issue in a smart meter network, which leads to an increase in the packet loss ratio (PLR). In this work, we address network congestion and the coverage issue through multi-channel capability and maximum LoS with single-and multi-hop nodes respectively. The proposed multi-channel network shows two times improvement in the throughput over the regular system; with additional hardware and approximately 1.5 times lower PLR for Node. The experimental results suggest that for a single-hop node, approximately 30 m is the average distance over which LoS communication is possible, and for multi-hop nodes, the distance is 24 m.
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Keywords Advanced Metering Infrastructure (AMI); Ad-hoc on demand vector (AODV) protocol; line of sight (LoS); network interface card (NIC); optimized link state routing (OLSR)

Citation: Prakash Pawar, Panduranga Vittal K. Performance analysis of a smart meter node for congestion avoidance and LoS coverage. AIMS Energy, 2019, 7(3): 313-336. doi: 10.3934/energy.2019.3.313


  • 1. Royer EM, Toh CK (1999) A review of current routing protocols for ad hoc mobile wireless networks. IEEE Pers Commun 6: 46–55.    
  • 2. Taneja S, Kush A (2010) A survey of routing protocols in mobile ad hoc networks. Int J Innov Manag Technol 1: 279–85.
  • 3. Kaabi F, Ghannay S, Filali F (2010) Channel allocation and routing in wireless mesh networks: A survey and qualitative comparison between schemes. Int J Wirel Mob Netw 2: 132–151.
  • 4. Ghannay S, Gammar SM, Filali F, et al. (2012) Multi-radio multi-channel routing metrics in IEEE 802.11s based wireless mesh networks. Ann Telecommun 67: 215–226.
  • 5. Khalifa T, Naik K, Nayak A (2011) A survey of communication protocols for automatic meter reading applications. IEEE Commun Surv Tutorials 13: 168–182.    
  • 6. Selvam C, Srinivas K. Ayyappan GS, et al. (2012) Advanced metering infrastructure for smart grid applications. 2012 International Conference on Recent Trends in Information Technology 145–150.
  • 7. Bouhafs F, Mackay M, & Merabti M (2014) Communication Challanges and Solutions in the Smart Grid.Springer.
  • 8. Jain K, Padhye J, Padmanabhan VN, et al. (2005) Impact of interference on multi-hop wireless network performance. Wireless Networks 11: 471–487.    
  • 9. Kulkarni P, Gormus S, Fan Z, et al. (2012) AMI Mesh Networks-A practical solution and its performance evaluation. IEEE Trans Smart Grid 3: 1469–1481.    
  • 10. Tang J, Xue G, Zhang W (2006) Maximum throughput and fair bandwidth allocation in multi-channel wireless mesh networks. 25TH IEEE International Conference on Computer Communications 2006.
  • 11. Fuada S, Putra AP, Adiono T (2017) Analysis of Received Power Characteristics of Commercial Photodiodes in Indoor Los Channel Visible Light Communication. Int J Adv Comput Sci Appl 8: 164–172.
  • 12. Sachdeva N, Sharma D (2012) Diversity : A Fading Reduction Technique. Int J Adv Res Comput Sci Software Eng 2: 58–61.
  • 13. Srirangarajan S, Tewfik AH (2005) Localization in wireless sensor networks under non line-of-sight propagation. GLOBECOM - IEEE Global Telecommunications Conference 6: 3477–3481.
  • 14. Ramkumar D, Annadurai C, Nirmaladevi K (2017) Continuous authentication consoles in mobile ad hoc network (MANET). Cluster Comput 1–10.
  • 15. Borkar GM, Mahajan AR (2017) A secure and trust based on-demand multipath routing scheme for self-organized mobile ad-hoc networks. Wireless Networks 23: 2455–2472.    
  • 16. Tsado Y, Gamage K, Lund D (2015) Performance Evaluation of Wireless Mesh Network Routing Protocols for Smart Grid AMI Networks. Proceedings of IEICE Information and Communication Technology Forum 2015.
  • 17. Anand M, Sasikala T (2018) Efficient energy optimization in mobile ad hoc network (MANET) using better-quality AODV protocol. Cluster Comput 1–7.
  • 18. Reineri M, Casetti C, Chiasserini CF (2009) Routing protocols for mesh networks with mobility support. 2009 6th International Symposium on Wireless Communication Systems 71–75.
  • 19. Sanchez-Iborra R, Cano MD, Garcia-Haro J (2014) Performance evaluation of BATMAN routing protocol for VoIP services: A QoE perspective. IEEE Trans Wireless Commun 13: 4947–4958.    
  • 20. Zhan H, Zhou Y (2008) Comparison and analysis AODV and OLSR routing protocols in ad hoc network. 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing 1–4.
  • 21. Hanzo L, Tafazolli R (2007) A survey of QoS routing solutions for mobile ad hoc networks. IEEE Commun Surv Tutorials 9: 50–70.
  • 22. So, J., & Vaidya, N. H. (2005, August). Routing and channel assignment in multi-channel multi-hop wireless networks with single network interface. In The second international conference on quality of service in heterogeneous wired/wireless networks (QShine).


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