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

被引:0
作者
Madi N.K.M. [1 ]
Najim A.O. [2 ]
机构
[1] Department of Information Systems, University of Nizwa, Nizwa
[2] Department of Surveying Techniques Engineering, Northern Technical University, Kirkuk
关键词
delay; downlink recourse allocation; fairness; greedy algorithm; LTE; MAC scheduler; QoS;
D O I
10.3991/ijim.v17i06.35885
中图分类号
学科分类号
摘要
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. © 2023,International Journal of Interactive Mobile Technologies. All Rights Reserved.
引用
收藏
页码:156 / 179
页数:23
相关论文
共 36 条
  • [11] Lin C.-S., Sou S.-I., QoS-aware dynamic bandwidth reallocation with deadline assurance for multipath data offloading, Computer Networks, 153, pp. 103-112, (2019)
  • [12] Asadollahi F., Dehdasht-Heydari R., Introduction of a novel hybrid weighted exponential logarithm-maximum throughput (HWEL-MT) scheduler for QoS improvement of LTE/4G cellular networks, Wireless Personal Communications, 98, 1, (2018)
  • [13] Monikandan B. S., Sivasubramanian A., Babu S., Prasanna Venkatesan G., Aru-nachalaperumal C., Channel aware optimized proportional fair scheduler for LTE downlink, Peer-to-Peer Networking and Applications, 13, 6, pp. 2135-2144, (2020)
  • [14] Mamane A., Fattah M., El Ghazi M., Balboul Y., El Bekkali M., Mazer S., Proportional fair buffer scheduling algorithm for 5G enhanced mobile broadband, International Journal of Electrical & Computer Engineering (2088-8708), 11, 5
  • [15] Asvial M., Dewandaru G., Rachman A. N., Modification of round robin and best CQI scheduling method for 3GPP LTE downlink, International Journal of Technology, 6, 2, pp. 130-138, (2015)
  • [16] Mai Y.-T., Hu C.-C., Design of dynamic resource allocation scheme for real-time traffic in the LTE network, EURASIP Journal on Wireless Communications and Networking, 2022, 1, pp. 1-24, (2022)
  • [17] Madi N. K., Hanapi Z. M., Othman M., Subramaniam S. K., Delay-based and QoS-aware packet scheduling for RT and NRT multimedia services in LTE downlink systems, EURASIP Journal on Wireless Communications and Networking, 2018, 1, (2018)
  • [18] Madi N. K., Hanapi Z. B. M., Othman M., Subramaniam S., Two-level QoS-aware frame-based downlink resources allocation for RT/NRT services fairness in LTE networks, Telecommunication Systems, 66, 3, pp. 357-375, (2017)
  • [19] Madi N. K., Hanapi Z. M., Othman M., Subramaniam S. K., Energy-aware Subchannels Power Allocation for Downlink Transmissions in OFDMA Systems, 2018 IEEE 4th International Symposium on Telecommunication Technologies (ISTT), pp. 1-6, (2018)
  • [20] Madhow U., Fundamentals of digital communication, (2008)