International Journal of Wireless and Ad Hoc Communication

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https://doi.org/10.54216/IJWAC

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Volume 10 , Issue 1 , PP: 01-14, 2026 | Cite this article as | XML | Html | PDF | Full Length Article

Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations

Eman Gaber 1 *

  • 1 PhD, Department of Electronic Engineering and Communication Technology, Modern Academy for Engineering and Technology, Cairo, Egypt - (lady_eman_g@yahoo.com)
  • Doi: https://doi.org/10.54216/IJWAC.100101

    Received: December 08, 2025 Revised: January 02, 2026 Accepted: February 06, 2026
    Abstract

    With the rapid expansion of the Internet of Things (IoT), reliable and efficient data transmission has become a critical requirement for large-scale heterogeneous deployments. This paper presents a comprehensive simulation-based performance analysis of three widely adopted IoT transport protocols—UDP, CoAP, and MQTT—under Rayleigh fading channel conditions using a MATLAB-based framework. The study evaluates the transmission of 100 and 1000 data packets under three distinct latency regimes: low, medium, and high. Key performance metrics include end-to-end delay, jitter, packet loss ratio, and throughput. A novel Adaptive Exponential Moving Average (EMA) jitter buffer algorithm is proposed, achieving 57–65% jitter reduction across all tested scenarios. Protocol comparison reveals that UDP achieves the lowest average delay (20 ms under low conditions), while MQTT incurs the highest overhead (+20 ms) due to broker relay. Monte Carlo statistical analysis with 500 simulation runs confirms result convergence within 0.5 ms between 100-packet and 1000-packet scales. The findings provide practical design guidelines for IoT protocol selection and establish a reproducible benchmark for evaluating transport-layer behavior in constrained wireless ad hoc networks.

    Keywords :

    UDP , CoAP , MQTT , Internet of Things , Latency , Jitter , Rayleigh fading , Quality of Service (QoS) , Network simulation , Adaptive jitter buffer , MATLAB benchmarking , Ad hoc networks , 6LoWPAN

    References

    [1]       L. Chai and R. Reine, “Performance of UDP-Lite for IoT network,” IOP Conference Series: Materials Science and Engineering, vol. 495, 2019.

     

    [2]       E. Gamess and B. Smith, “Performance evaluation of TCP and UDP over IPv4 and IPv6 for the ESP8266 module,” in Proceedings of the 2020 International Electronics Communication Conference, 2020.

     

    [3]       J. Jung, H. Nam, D. Choi, and S. Koh, “Use of QUIC for CoAP transport in IoT networks,” Internet of Things, 2023.

     

    [4]       G. Pocovi et al., “Further enhanced URLLC and industrial IoT support with Release-17 5G NR,” IEEE Communications Standards Magazine, 2023.

     

    [5]       M. O. Hasna and M. S. Alouini, “End-to-end performance of transmission systems with relays over Rayleigh-fading channels,” IEEE Transactions on Wireless Communications, vol. 2, no. 6, pp. 1126–1131, 2003.

     

    [6]       L. P. Verma et al., “Adaptive congestion control in IoT networks: Leveraging one-way delay for enhanced performance,” Heliyon, 2024.

     

    [7]       D. Silva, L. I. Carvalho, J. Soares, and R. C. Sofia, “A performance analysis of IoT networking protocols: Evaluating MQTT, CoAP, OPC UA,” Applied Sciences, 2021.

     

    [8]       V. Seoane, C. Garcia-Rubio, F. Almenares, and C. Campo, “Performance evaluation of CoAP and MQTT with security support for IoT,” Computer Networks, 2021.

     

    [9]       B. E. Bekele et al., “Performance evaluation of UDP-based data transmission with acknowledgment for various network topologies in IoT,” Electronics, 2024.

     

    [10]    C. Bormann et al., “CoAP: An application protocol for billions of tiny Internet nodes,” IEEE Internet Computing, vol. 16, no. 2, pp. 62–67, 2012.

     

    [11]    S. Nadarajah and A. Ba, “On the analytical model for jitter,” Frontiers in Communications and Networks, 2025.

     

    [12]    H. Verma, N. Chauhan, and L. K. Awasthi, “Modelling buffer-overflow in 6LoWPAN-based IoT-healthcare network,” Wireless Personal Communications, 2023.

     

    [13]    Y. Hou et al., “Deep reinforcement learning aided loss-tolerant congestion control for 6LoWPAN,” IEEE Internet of Things Journal, 2023.

     

    [14]    J. Wirges and U. Dettmar, “Performance of TCP and UDP over narrowband Internet of Things (NB-IoT),” in IEEE IoT & AI Conference, 2019.

     

    [15]    L. Wang, “Computer hardware and network data transmission based on IoT communication technology,” Scalable Computing: Practice and Experience, 2023.

     

    [16]    Goldsmith, Wireless Communications. Cambridge, U.K.: Cambridge University Press, 2005.

     

    [17]    M. Mei et al., “On the statistical delay performance of large-scale IoT networks,” IEEE Transactions on Vehicular Technology, 2022.

     

    [18]    S. Gallenmüller et al., “5G URLLC: A case study on low-latency intrusion prevention,” IEEE Communications Magazine, 2020.

     

    [19]    Z. Zhou et al., “Edge intelligence: Paving the last mile of AI with edge computing,” Proceedings of the IEEE, vol. 107, no. 8, pp. 1738–1762, 2019.

     

    [20]    S. R. Deshmukh and V. T. Raisinghani, “A survey on congestion control protocols for CoAP,” International Journal of Computer Network and Information Security (IJCNIS), 2022.

     

    [21]    K. Mikhaylov et al., “Analysis of capacity and scalability of the LoRa low power wide area network technology,” EURASIP Journal on Wireless Communications and Networking, 2019.

     

    [22]    P. Porambage et al., “Survey on multi-access edge computing for Internet of Things realization,” IEEE Communications Surveys & Tutorials, vol. 20, no. 4, pp. 2961–2991, 2018.

     

    [23]    Q. Wu et al., “Intelligent reflecting surface: Recent advances and open research challenges,” IEEE Communications Magazine, vol. 58, no. 8, pp. 39–45, 2020.

     

    [24]    T. Nguyen et al., “Toward reliable low-latency device-to-device communication in IoT networks,” IEEE Internet of Things Journal, vol. 10, no. 5, pp. 4201–4215, 2023.

     

    [25]    Y. Liu et al., “Latency-sensitive IoT applications with UAV-assisted NOMA networks,” IEEE Transactions on Wireless Communications, vol. 21, no. 3, pp. 1737–1752, 2022.

     

    [26]    H. Jayakody et al., “Wireless power transfer for IoT: Enabling technologies and research challenges,” IEEE Transactions on Industrial Informatics, vol. 16, no. 8, pp. 5277–5289, 2020.

     

    [27]    F. Al-Turjman et al., “Context-sensitive access in industrial IoT: Challenges and future directions,” IEEE Transactions on Industrial Informatics, vol. 17, no. 1, pp. 600–610, 2021.

     

    [28]    M. Chen et al., “Edge cognitive computing-based smart healthcare system,” Future Generation Computer Systems, vol. 112, pp. 461–473, 2020.

     

    [29]    M. Amadeo et al., “Information-centric networking for the Internet of Things: Challenges and opportunities,” IEEE Network, vol. 30, no. 2, pp. 92–100, 2016.

     

    [30]    Al-Fuqaha et al., “Internet of Things: A survey on enabling technologies, protocols, and applications,” IEEE Communications Surveys & Tutorials, vol. 17, no. 4, pp. 2347–2376, 2015.

    Cite This Article As :
    Gaber, Eman. Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations. International Journal of Wireless and Ad Hoc Communication, vol. , no. , 2026, pp. 01-14. DOI: https://doi.org/10.54216/IJWAC.100101
    Gaber, E. (2026). Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations. International Journal of Wireless and Ad Hoc Communication, (), 01-14. DOI: https://doi.org/10.54216/IJWAC.100101
    Gaber, Eman. Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations. International Journal of Wireless and Ad Hoc Communication , no. (2026): 01-14. DOI: https://doi.org/10.54216/IJWAC.100101
    Gaber, E. (2026) . Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations. International Journal of Wireless and Ad Hoc Communication , () , 01-14 . DOI: https://doi.org/10.54216/IJWAC.100101
    Gaber E. [2026]. Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations. International Journal of Wireless and Ad Hoc Communication. (): 01-14. DOI: https://doi.org/10.54216/IJWAC.100101
    Gaber, E. "Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations," International Journal of Wireless and Ad Hoc Communication, vol. , no. , pp. 01-14, 2026. DOI: https://doi.org/10.54216/IJWAC.100101