Research Article
Analysis on Relationship Between Fractional Calculus Fluid Model and Effective Capacity of Bursty Data Service in Multi-hop Wireless Networks
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@INPROCEEDINGS{10.1007/978-3-030-72795-6_27, author={Lei Chen and Ping Cui and Kailiang Zhang and Yuan An}, title={Analysis on Relationship Between Fractional Calculus Fluid Model and Effective Capacity of Bursty Data Service in Multi-hop Wireless Networks}, proceedings={Simulation Tools and Techniques. 12th EAI International Conference, SIMUtools 2020, Guiyang, China, August 28-29, 2020, Proceedings, Part II}, proceedings_a={SIMUTOOLS PART 2}, year={2021}, month={4}, keywords={Fluid model QoS Effective capacity Multi-hop wireless networks}, doi={10.1007/978-3-030-72795-6_27} }- Lei Chen
Ping Cui
Kailiang Zhang
Yuan An
Year: 2021
Analysis on Relationship Between Fractional Calculus Fluid Model and Effective Capacity of Bursty Data Service in Multi-hop Wireless Networks
SIMUTOOLS PART 2
Springer
DOI: 10.1007/978-3-030-72795-6_27
Abstract
A fractional calculus fluid model can be used to better explain the traffic of bursty data service. It is long-range dependence and has a fractal-like feature of network data flow. This paper builds a fluid model to describe the traffic of multi-hop wireless networks with QoS constraint. We use effective capacity model to depict the performance of bursty data service in wireless networks with QoS constraint. Finally, experiment results show that the heavy-tailed delay distributions, the hyperbolically decay of the packet delay auto-covariance function and fractional differential equations are formally related. Our method is effective and feasible.
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