Performance evaluation of multi-even wireless sensor network using PMME priority protocol at mac layer with linear and nonlinear p-value sets
105 viewsDOI:
https://doi.org/10.54939/1859-1043.j.mst.96.2024.41-50Keywords:
Wireless sensor network; Medium access control; Data prioritization; CSMA/CA; Performance.Abstract
Among the MAC protocols that support multiple data priorities and save energy for multi-event wireless sensor networks, the PMME protocol is considered superior to its predecessors. However, these protocol simulation scenarios only consider the change in the number of nodes and have not yet implemented many p-value sets in the linear and nonlinear p-persistent CSMA/CA mechanism. In this paper, we analyze the influence of data priority p-value sets on multi-priority sensor network performance based on simulation of the operation of the MAC layer data-priority PMME protocol. The achieved results show that the PMME protocol uses a set of linear p-values to help the network maintain good network efficiency in terms of delay fairness while the nonlinear p-value helps the network ensure high priority will achieve a more optimal delay under simulation conditions with changes in the number of nodes and the set of priority p values for the four types of events.
References
[1]. P. Palniladevi, T. Sabapathi, D. A. Kanth and B. P. Kumar, “IoT Based Smart Agriculture Monitoring System Using Renewable Energy Sources,” 2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN), Vellore, India, pp. 1-6, (2023). DOI: https://doi.org/10.1109/ViTECoN58111.2023.10157010
[2]. C. Prakash, A. Barthwal and D. Acharya, "FLOODWALL: A Real-Time Flash Flood Monitoring and Forecasting System Using IoT," IEEE Sensors Journal, Vol. 23, No. 1, pp. 787-799, (2023). DOI: https://doi.org/10.1109/JSEN.2022.3223671
[3]. P. Ning, H. Wang, T. Tang, L. Zhu and X. Wang, “A Service-Oriented Energy Efficient Resource Allocation Approach for Wireless Communications of the Tunnel Construction,” IEEE Transactions on Vehicular Technology, Vol. 72, No. 4, pp. 4948-4958, (2023). DOI: https://doi.org/10.1109/TVT.2022.3227898
[4]. G. A. López-Ramírez and A. Aragón-Zavala, "Wireless Sensor Networks for Water Quality Monitoring: A Comprehensive Review," IEEE Access, Vol. 11, pp. 95120-95142, (2023). DOI: https://doi.org/10.1109/ACCESS.2023.3308905
[5]. D. Patel, C. Maiti and S. Muthuswamy, "Real-Time Performance Monitoring of a CNC Milling Machine using ROS 2 and AWS IoT Towards Industry 4.0," IEEE EUROCON 2023 - 20th International Conference on Smart Technologies, Torino, Italy, pp. 776-781, (2023). DOI: https://doi.org/10.1109/EUROCON56442.2023.10199020
[6]. C. Pero, S. Bakshi, M. Nappi and G. Tortora, "IoT-Driven Machine Learning for Precision Viticulture Optimization," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 2437-2447, (2024). DOI: https://doi.org/10.1109/JSTARS.2023.3345473
[7]. S. Datta and V. U., "A Traffic Prioritization Framework For Smart Home IoT Networks using Programmable Data Planes," 2023 IEEE Globecom Workshops (GC Wkshps), Kuala Lumpur, Malaysia, pp. 371-376, (2023). DOI: https://doi.org/10.1109/GCWkshps58843.2023.10465166
[8]. W. Yaïci, E. Entchev, M. Longo and A. Annuk, "Internet of Things (IoT) Monitoring and Control for Smart Heating and Cooling in a Residential Building," 2023 12th International Conference on Renewable Energy Research and Applications (ICRERA), Oshawa, ON, Canada, pp. 387-392, (2023). DOI: https://doi.org/10.1109/ICRERA59003.2023.10269351
[9]. Daniel Minoli; Benedict Occhiogrosso, "Current and Evolving Applications to IoT and Applications to Smart Buildings and Energy Management," AI Applications to Communications and Information Technologies: The Role of Ultra Deep Neural Networks , IEEE, pp.257-346, (2024). DOI: https://doi.org/10.1002/9781394190034.ch5
[10]. G. R. R. Dewa, C. Park and I. Sohn, "Priority-Aware Scheduling for High-Dense Healthcare IoT (H-IoT) Networks Using Message-Passing Algorithm," IEEE Internet of Things Journal, (2024), doi: 10.1109/JIOT.2024.3375322. DOI: https://doi.org/10.1109/JIOT.2024.3375322
[11]. H. M. Kaidi, M. A. M. Izhar, R. A. Dziyauddin, N. E. Shaiful and R. Ahmad, "A Comprehensive Review on Wireless Healthcare Monitoring: System Components," IEEE Access, Vol. 12, pp. 35008-35032, (2024). DOI: https://doi.org/10.1109/ACCESS.2024.3349547
[12]. P. Šolic et al., "Circuit Design, Realization, and Test of a Bluetooth Low Energy Wireless Sensor With On-Board Computation for Remote Healthcare Monitoring," IEEE Journal of Radio Frequency Identification, Vol. 8, pp. 105-113, (2024). DOI: https://doi.org/10.1109/JRFID.2024.3363074
[13]. S. Mihai et al., "Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects," IEEE Communications Surveys & Tutorials, Vol. 24, No. 4, pp. 2255-2291, (2022). DOI: https://doi.org/10.1109/COMST.2022.3208773
[14]. J. Chen, C. Yi, S. D. Okegbile, J. Cai and X. Shen, "Networking Architecture and Key Supporting Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey," IEEE Communications Surveys & Tutorials, Vol. 26, No. 1, pp. 706-746, (2024). DOI: https://doi.org/10.1109/COMST.2023.3308717
[15]. A. Kumar, M. Zhao, K. Wong, Y. L. Guan and P. H. J. Chong, "A Comprehensive Study of IoT and WSN MAC Protocols: Research Issues, Challenges and Opportunities," IEEE Access, Vol. 6, pp. 76228-76262, (2018). DOI: https://doi.org/10.1109/ACCESS.2018.2883391
[16]. A. N. Sakib, M. Drieberg and A. A. Aziz, "Energy-Efficient Synchronous MAC Protocol based on QoS and Multi-priority for Wireless Sensor Networks," 2021 IEEE 11th IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE), pp. 347-352, (2021). DOI: https://doi.org/10.1109/ISCAIE51753.2021.9431806
[17]. M. Rasheed, I. U. Din, M. Adnan, A. Tariq, S. Malik and I. Syed, "ECM-MAC: An Efficient Collision Mitigation Strategy in Contention Based MAC Protocol," IEEE Access, Vol. 9, pp. 62880-62889, (2021). DOI: https://doi.org/10.1109/ACCESS.2021.3074812
[18]. Q. Huamei, F. Linlin, Y. Zhengyi, Y. Weiwei, W. Jia, “An energy-efficient MAC protocol based on receiver initiation and multi-priority backoff for wireless sensor networks,” IET Communications, Vol. 15, No. 20, pp. 2503-2512, (2021). DOI: https://doi.org/10.1049/cmu2.12283
[19]. Wei Ye, J. Heidemann and D. Estrin, "Medium access control with coordinated adaptive sleeping for wireless sensor networks," in IEEE/ACM Transactions on Networking, Vol. 12, No. 3, pp. 493-506, (2004). DOI: https://doi.org/10.1109/TNET.2004.828953
[20]. S. C. Kim, J. H. Jeon, and H. J. Park, "QoS aware energy-efficient (QAEE) MAC protocol for energy harvesting wireless sensor networks," Proc. of 6th International Conference on Hybrid Information Technology (ICHIT), Daejeon, Korea, South Korea, pp. 41-48, (2012). DOI: https://doi.org/10.1007/978-3-642-32645-5_6
[21]. Nguyen Thi Thu-Hang, Nguyen Chien Trinh, Nguyen Tien Ban, “Delay and Reliability Analysis of p-persistent Carrier Sense Multiple Access for MultiEvent Wireless Sensor Network”, Proc. of IEEE 26th International Conference on Telecommunications (ICT-2019), Hanoi, Vietnam, pp. 426-430, (2019). DOI: https://doi.org/10.1109/ICT.2019.8798849
[22]. Thu-Hang T. Nguyen, Hai-Chau Le, Trong-Minh Hoang, Trinh Nguyen Chien, “Efficient Backoff Priority-based Medium Access Control Mechanism for IoT Sensor Networks,” Seventh International Conference on Research in Intelligent Computing in Engineering (RICE-2022), Hung Yen, Vietnam (2022).
[23]. Vu Thanh Vinh, Nguyen Thi Thu Hang, Nguyen The Truyen, Pham Viet Binh, “Adaptive Priority Algorithm for PMME Protocol in Multi-Event Wireless Sensor Network”, TNU Journal of Science and Technology 227(07), pp. 138–146, (2022). DOI: https://doi.org/10.34238/tnu-jst.5974
[24]. N. T. T. Hang, N. C. Trinh, N. T. Ban, M. Raza and H. X. Nguyen, "Delay and Reliability Analysis of p-Persistent Carrier Sense Multiple Access for Multi-Event Industrial Wireless Sensor Networks," IEEE Sensors Journal, Vol. 20, No. 20, pp. 12402-12414, (2020). DOI: https://doi.org/10.1109/JSEN.2020.3000270
[25]. T. Boulis, Castalia Version 3.3 Master. Truy cập được ngày 10/04/2024. Web: https://github.com/boulis/Castalia/releases/tag/3.3
[26]. Texas Instruments. “CC2420 single-chip 2.4 GHz RF transceiver,” Truy cập được ngày 10/04/2024. Web: http://www.ti.com/lit/ds/symlink/cc2420.pdf.
