2995-3162ISSN (Online)
Volume 2 , Issue 2 , PP: 08-22, 2023 | Cite this article as | XML | Html | PDF
Sandy Montajab Hazzouri 1 *
Doi: https://doi.org/10.54216/PMTCS.020201
Nowadays, Automatic Meter Reading (AMR) systems are applied in many technologically advanced countries. Many researchers proved that Wireless Sensor Networks (WSN) is one of the most overwhelming technologies for meters information collection systems. In this research, we proposed a network design for the WSN to collect the electric meters information in Jableh city-Syria using mobile gateway. We improved the performance of IEEE 802.15.4 protocol using Guaranteed Time slots (GTS) according to our application need. WE also deduced the mathematical equations that describe the protocol and thus we could get pre-simulation results. We used NS 2.35 and SUMO 0.32.0, and we found that by choosing the appropriate values for the protocol parameters according to our network design and method of collection, we could achieve the reliable collection of electric meters for a gateway speed of up to 70 Km/h which is considered an improvement of the protocol performance compared to other literature studies.
AMR , WSN , mobile gateway , GTS , IEEE 802.15.4 , NS 2.35 , SUMO 0.32.0.
[1] CECILIA, A. and SUDARSANAN, K., A Survey on Smart Grid. 2016 IEEE ICETETS, 2016, PP. 1-7.
[2] FRANCESCO, M.; DAS, S. and ANASTASI, G., Data Collection in Wireless Sensor Networks with Mobile Elements: A Survey. ACM Transactions on Sensor Networks, Vol. 8, N.1, 2011, pp. 1- 34.
[3] ZAREEI, M.; ISLAM, A.,K. ; VARGAS, C.; MANSOOR, N.; GOUDARZI, S. and REHMANI, M.,H., Mobility-aware medium access control protocols for wireless sensor networks: A survey, Journal of Network and Computer Applications (2018), doi: 10.1016/j.jnca.2017.12.009.
[4] Boukerche,A. and Zhou, X., MAC Transmission Protocols for Delay- Tolerant Sensor Networks, Computer Networks, 2017, doi: 10.1016/j.comnet.2017.06.012.
[5] BURUNKAYA, M. and PARS, T., A Smart Meter Design and Implementation Using ZigBee Based Wireless Sensor Network in Smart Grid. 2017 IEEE 4th International Conference on Electrical and Electronics Engineering (ICEEE), 2017, pp. 158-162.
[6] ALI, H.; CHEW, W., Y.; KHAN, F. and WELLER, S., R., Design and Implementation of an IoT Assisted Real-Time ZigBee Mesh WSN Based AMR System for Deployment in S mart Cities. 2017 the 5th IEEE International Conference on Smart Energy Grid Engineering, 2017, pp.264-270.
[7] NAYAKA, R., J. and BIRADAR, R., C., Cluster Based Data Aggregation in Wireless Sensor based network for Public Utility Control and Management. 2014 IEEE International Conference on Advances in Electronics, Computers and Communications (ICAECC), 2017, pp.1-5.
[8] LI, L.; XIAOGUANG, H.; JIAN, H. and KETAI, H., Design of New Architecture of AMR System in Smart Grid. 2011 6th IEEE Conference on Industrial Electronics and Applications, 2011, pp.2025- 2029.
[9] NHAN, N.; VO, M.; NGUYEN, T and HUYNH, H., Improving the performance of mobile data collecting systems for electricity meter reading using wireless sensor network. The 2012 IEEE International Conference on Advanced Technologies for Communications, 2012, pp. 241 – 246.
[10] RAZAN, M.; LE, H.; ASLAM, N. and HUSSAIN, S., A novel MAC proposal for
[11] critical and emergency communications in Industrial Wireless Sensor Networks. Computers and Electrical Engineering, 2018,
[12] https://doi.org/10.1016/j.compeleceng.2018.02.027.
[13] ZHOU, X. and BOUKERCHE, A., A MAC transmission strategy in sparse Vehicular Delay-Tolerant Sensor Networks. Springer Science Media, New York, 2015, pp.1-16.
[14] PAPADOPOULOS, G.; KOTSIOV, V.; GALLAIS, A.; CHAIZIMISIOS, P. and NOEL, T., Lowpower neighbor discovery for mobility-aware wireless sensor networks. Ad hoc networks,2016, pp. 66-
79.
[15] PENG, F., A Novel Adaptive Mobility-Aware MAC Protocol in Wireless Sensor Networks. Springer Science Media, New York, 2014.
[16] PAPADOPOULOS, G.; KOTSIOV, V.; GALLAIS, A.; CHAIZIMISIOS, P. and NOEL, T., Optimizing the Handover Delay In Mobile WSNs. 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT), 2015, pp. 210-215.
[17] NS2: the network simulator, https://www.isi.edu/nsnam/ns/ns-tests.html (last accessed at Feb. 2018).
[18] ISSARIYAKUL, T. and HOSSAIN, E., Introduction to Network Simulator NS2. Springer Science Media, Second Edition, 2012, pp. 535.
[19] CHOI,W. and LEE,S., Implementation of the IEEE 802.15.4 module with CFP in NS-2. Springer Science Media, 2014, PP. 1-10.
[20] IEEE 802.15.4 Standard-2003, Part 15.4: Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Low Rate Wireless Personal Area Networks (LR WPANs), IEEE SA Standards Board, 2003.
[21] JURCIK, P.; KOUBAA, A.; ALVES, M.; TOVAR, E. and HANZALEK, Z., A Simulation Model for the IEEE 802.15.4 Protocol: Delay/Throughput Evaluation of the GTS Mechanism. IEEE 2007 ISCTS, 2007, pp. 109-116.
[22] FAN, S.; LI, J. and SUN, H., Study and Simulation of GTS Allocation in Beacon Enabled IEEE
802.15.4. IEEE 2010 6th international conference on WiCOM, 2010, pp. 1-5.
[23] SALLES, N.; KROMMENACKER, N. and LECUIRE, V., Performance Study of IEEE 802.15.4 for Industrial Maintenance Applications. IEEE International Conference on Industrial Technology(ICIT2008), 2008, pp.1-6.
[24] https://www.openstreetmap.org (last accessed at Feb. 2018).
[25] SUMO: Simulation of Urban Mobility, http://sumo.dlr.de/wiki/Tutorials,(last accessed at Feb. 2018).
[26] ZHANG,F.; WANG,F.; DAI,B. and LI,Y., Performance Evaluation of IEEE 802.15.4 Beacon-enabled Association Process. IEEE 2008 aina workshops, 2008, pp. 541- 546.
