On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation

N. L.Mohd Kamal, Z. Sahwee, S. Abdul Hamid, N. Norhashim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The throughput performance of packet-based wireless networks can be modelled using Time-Stepped Simulation (TSS). In this type of simulation, instantaneous information related to transmission of the data can be obtained and send as feedback in resource allocation. This paper investigates the effects of time step size and load of the network on the reliability of throughput performance when TSS is used which is measured based on the consistency and accuracy of the results obtained. Results obtained show that a smaller time step requires longer simulation time before consistent results could be obtained. Results have also demonstrated that it is increasingly important to use a sufficiently small time step in cases with large arrival rate so as to avoid overestimation of throughput performance. For the mobile network defined herein, a time step size of 0.01 s is shown to be sufficiently small to produce reliable results in either cases of low or high user arrival rate.

Original languageEnglish
Title of host publication2019 7th International Conference on Smart Computing and Communications, ICSCC 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728115573
DOIs
Publication statusPublished - Jun 2019
Event7th International Conference on Smart Computing and Communications, ICSCC 2019 - Miri, Malaysia
Duration: 28 Jun 201930 Jun 2019

Publication series

Name2019 7th International Conference on Smart Computing and Communications, ICSCC 2019

Conference

Conference7th International Conference on Smart Computing and Communications, ICSCC 2019
CountryMalaysia
CityMiri
Period28/06/1930/06/19

Fingerprint

Wireless networks
Throughput
Resource allocation
Feedback

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Hardware and Architecture
  • Safety, Risk, Reliability and Quality

Cite this

Kamal, N. L. M., Sahwee, Z., Hamid, S. A., & Norhashim, N. (2019). On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation. In 2019 7th International Conference on Smart Computing and Communications, ICSCC 2019 [8843616] (2019 7th International Conference on Smart Computing and Communications, ICSCC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSCC.2019.8843616
Kamal, N. L.Mohd ; Sahwee, Z. ; Hamid, S. Abdul ; Norhashim, N. / On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation. 2019 7th International Conference on Smart Computing and Communications, ICSCC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 7th International Conference on Smart Computing and Communications, ICSCC 2019).
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Kamal, NLM, Sahwee, Z, Hamid, SA & Norhashim, N 2019, On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation. in 2019 7th International Conference on Smart Computing and Communications, ICSCC 2019., 8843616, 2019 7th International Conference on Smart Computing and Communications, ICSCC 2019, Institute of Electrical and Electronics Engineers Inc., 7th International Conference on Smart Computing and Communications, ICSCC 2019, Miri, Malaysia, 28/06/19. https://doi.org/10.1109/ICSCC.2019.8843616

On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation. / Kamal, N. L.Mohd; Sahwee, Z.; Hamid, S. Abdul; Norhashim, N.

2019 7th International Conference on Smart Computing and Communications, ICSCC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8843616 (2019 7th International Conference on Smart Computing and Communications, ICSCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Kamal NLM, Sahwee Z, Hamid SA, Norhashim N. On the Reliability of Throughput Performance in Packet-based Mobile Network under Varying Load using Time-Stepped Simulation. In 2019 7th International Conference on Smart Computing and Communications, ICSCC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8843616. (2019 7th International Conference on Smart Computing and Communications, ICSCC 2019). https://doi.org/10.1109/ICSCC.2019.8843616