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  <doi_batch_id>aspg-20-4298-1791307621</doi_batch_id>
  <timestamp>20261006172701</timestamp>
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  <journal>
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    <full_title>International Journal of Wireless and Ad Hoc Communication</full_title>
    <abbrev_title>IJWAC</abbrev_title>
    <issn media_type="electronic">2692-4056</issn>
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    <publication_date media_type="online">
     <year>2026</year>
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    <journal_volume>
     <volume>10</volume>
    </journal_volume>
    <issue>1</issue>
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    <titles>
     <title>Statistical Performance Evaluation of UDP Communication in IoT Environments: A Comparative Study of Small-Scale vs Large-Scale Packet Transmission under Latency Variations</title>
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      <given_name>Eman</given_name>
      <surname>Gaber</surname>
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        <institution_name>PhD, Department of Electronic Engineering and Communication Technology, Modern Academy for Engineering and Technology, Cairo, Egypt</institution_name>
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     <jats:p>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.</jats:p>
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