Delay-Oriented Resource Allocation for OFDMA Real-Time Mobile Broadband Services

Authors

  • Nadim K. M. Madi Department of Information Systems, CEMIS, University of Nizwa https://orcid.org/0000-0002-5132-5249
  • Alaa Omer Najim Department of Surveying Techniques Engineering, Technical Engineering College of Kirkuk, Northern Technical University, Kirkuk 36001, Iraq. https://orcid.org/0000-0001-8580-6932

DOI:

https://doi.org/10.3991/ijim.v17i06.35885

Keywords:

LTE, Downlink Recourse Allocation, MAC Scheduler, QoS, Greedy Algorithm, Delay, Fairness

Abstract


Radio Resource Management (RRM) is the key component that influences the Quality of Service (QoS) in emerging mobile systems. The harsh requirements of recent multimedia applications press on the behavior of the resource allocation model at the Medium Access Control (MAC). This, under certain conditions, deteriorates awareness of the scheduler in satisfying QoS characteristics for the diverse attending traffic flows. The trade-off between QoS metrics may be a viable remedy to this problem. However, if the tradeoff is not meticulously addressed, it definitely increases the delay beyond the allowed threshold and plummets the data rates of the involved flows. In this article, a Delay-oriented Resource Allocation (DoRA) scheduler is proposed for the downlink channel to transmit multimedia applications. The main aim of DoRA is to schedule flows of different volumes with guaranteed low delay values and acceptable throughput under harsh network conditions (i.e., high traffic load and mobility). An efficient priority weight function is formulated based on a delay-oriented rule considering the buffer delay of the diverse flows. Eventually, a greedy algorithm assigns channel resources to the prioritized flows with high weights. DoRA is compared to reference schedulers using system-level simulation over two scenarios. The performance results indicate that DoRA maintains a low end-to-end delay with robust throughput and efficient spectrum efficiency for different flow volumes over congested network states.

Author Biography

Alaa Omer Najim, Department of Surveying Techniques Engineering, Technical Engineering College of Kirkuk, Northern Technical University, Kirkuk 36001, Iraq.

Alaa Omer Najim currently an assistant lecturer with the department of Survey Engineering in Technical college of Kirkuk. She is the coordinator of postgraduate programs and the officer of public relations and scholarships at the same institute. She received her B.Sc. degree in software engineering from technical college of Kirkuk in 2004. She finished the MSc degree of computer science and information technology, majoring of computer network from University Putra Malaysia, in 2018. Her research experience started in early 2015. Her research themes include mobile radio resource management, network QoS performance analysis, network modeling and algorithm analysis

Downloads

Published

2023-03-21

How to Cite

Madi, N. K. M., & Najim, A. O. . (2023). Delay-Oriented Resource Allocation for OFDMA Real-Time Mobile Broadband Services. International Journal of Interactive Mobile Technologies (iJIM), 17(06), pp. 156–179. https://doi.org/10.3991/ijim.v17i06.35885

Issue

Section

Papers