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Erschienen in: Wireless Personal Communications 1/2018

21.08.2017

Introduction of a Novel Hybrid Weighted Exponential Logarithm-Maximum Throughput (HWEL-MT) Scheduler for QoS Improvement of LTE/4G Cellular Networks

verfasst von: Faezeh Asadollahi, Ramin Dehdasht-Heydari

Erschienen in: Wireless Personal Communications | Ausgabe 1/2018

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Abstract

The real-time broadcast of multimedia contents such as VoIP and video traffics in recent cellular networks is increasingly becoming common. In this regard, LTE networks with the objective of providing high speed data along with QoS assurance have been introduced. To perform this, schedulers in order to allocate of the resources to the traffics are used as channel-aware/QoS-aware. The most important and effective schedulers are EXP RULE and E2M RULE for this type of networks but still requires improving of QoS parameters to reach an optimal level of performance. In this paper aims to improve the packet loss rate (PLR), latency and throughput parameters especially and improve the other QoS parameters generally in the downlink LTE networks, a new scheduler called Hybrid Weighted Exponential Logarithm-Maximum Throughput (HWEL-MT) RULE method has been proposed. By performing simulations and comparisons between output results of EXP-Rule, E2M RULE and HWEL-MT RULE schedulers for VoIP, video and best effort traffics, we have totally concluded that the proposed HWEL-MT scheduler is able to improve PLR, delay, throughput, fairness and spectral efficiency more than two other examined methods. The results have been presented and compared by implementing a LTE network included 5–70 mobile users in open source LTE-Sim software.

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Literatur
1.
Zurück zum Zitat Kalil, M., Shami, A., & Al-Dweik, A. (2015). QoS-aware power-efficient scheduler for LTE uplink. IEEE Transactions on Mobile Computing, 14(8), 1672–1685.CrossRef Kalil, M., Shami, A., & Al-Dweik, A. (2015). QoS-aware power-efficient scheduler for LTE uplink. IEEE Transactions on Mobile Computing, 14(8), 1672–1685.CrossRef
2.
Zurück zum Zitat Alnasouri, E., Mitschele-Thiel, A., & Diab, A. (2011). Handling mobility management and QoS aspects in all-IP networks. Mobile Networks and Applications, 16(1), 83–95.CrossRef Alnasouri, E., Mitschele-Thiel, A., & Diab, A. (2011). Handling mobility management and QoS aspects in all-IP networks. Mobile Networks and Applications, 16(1), 83–95.CrossRef
4.
Zurück zum Zitat Ang, E. M., Wee, K., Pang, Y. H., & Phang, K. K. (2015). A performance analysis on packet scheduling schemes based on an exponential rule for real-time traffic in LTE. EURASIP Journal on Wireless Communications and Networking, 2015(1), 1–12.CrossRef Ang, E. M., Wee, K., Pang, Y. H., & Phang, K. K. (2015). A performance analysis on packet scheduling schemes based on an exponential rule for real-time traffic in LTE. EURASIP Journal on Wireless Communications and Networking, 2015(1), 1–12.CrossRef
5.
Zurück zum Zitat Capozzi, F., Piro, G., Grieco, L. A., Boggia, G., & Camarda, P. (2013). Downlink packet scheduling in LTE cellular networks: Key design issues and a survey. IEEE Communications Surveys & Tutorials, 15(2), 678–700.CrossRef Capozzi, F., Piro, G., Grieco, L. A., Boggia, G., & Camarda, P. (2013). Downlink packet scheduling in LTE cellular networks: Key design issues and a survey. IEEE Communications Surveys & Tutorials, 15(2), 678–700.CrossRef
6.
Zurück zum Zitat Afroz, F., Barua, S., & Sandrasegaran, K. (2014). Performance analysis of FLS, EXP, LOG AND M-LWDF packet scheduling algorithms in downlink 3GPP LTE system. International Journal of Wireless & Mobile Networks, 6(5), 77.CrossRef Afroz, F., Barua, S., & Sandrasegaran, K. (2014). Performance analysis of FLS, EXP, LOG AND M-LWDF packet scheduling algorithms in downlink 3GPP LTE system. International Journal of Wireless & Mobile Networks, 6(5), 77.CrossRef
7.
Zurück zum Zitat Jiang, T., Wang, H., & Vasilakos, A. V. (2012). QoE-driven channel allocation schemes for multimedia transmission of priority-based secondary users over cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(7), 1215–1224.CrossRef Jiang, T., Wang, H., & Vasilakos, A. V. (2012). QoE-driven channel allocation schemes for multimedia transmission of priority-based secondary users over cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(7), 1215–1224.CrossRef
8.
Zurück zum Zitat Rifai, H., Mohammed, S., & Mellouk, A. (2011). A brief synthesis of QoS-QoE methodologies. In 10th International symposium on programming and systems (ISPS), 2011 (pp. 32–38). IEEE. Rifai, H., Mohammed, S., & Mellouk, A. (2011). A brief synthesis of QoS-QoE methodologies. In 10th International symposium on programming and systems (ISPS), 2011 (pp. 32–38). IEEE.
9.
Zurück zum Zitat Sirhan, N. N., Heileman, G. L., Lamb, C. C., & Piro-Rael, R. (2015). QoS-based performance evaluation of channel-aware/QoS-aware scheduling algorithms for video-applications over LTE/LTE-A. Computer Science & Information Technology, 5(7), 49–65. Sirhan, N. N., Heileman, G. L., Lamb, C. C., & Piro-Rael, R. (2015). QoS-based performance evaluation of channel-aware/QoS-aware scheduling algorithms for video-applications over LTE/LTE-A. Computer Science & Information Technology, 5(7), 49–65.
10.
Zurück zum Zitat Ferdosian, N., Othman, M., Ali, B. M., & Lun, K. Y. (2015). Throughput-aware resource allocation for QoS classes in LTE networks. In International conference on computer science and computational intelligence (ICCSCI 2015) (Vol. 59, pp. 115–122). Ferdosian, N., Othman, M., Ali, B. M., & Lun, K. Y. (2015). Throughput-aware resource allocation for QoS classes in LTE networks. In International conference on computer science and computational intelligence (ICCSCI 2015) (Vol. 59, pp. 115–122).
11.
Zurück zum Zitat Iturralde, M., Wei, A., Ali-Yahiya, T., & Beylot, A. L. (2013). Resource Allocation for real time services in LTE networks: Resource allocation using cooperative game theory and virtual token mechanism. Wireless Personal Communications, 72(2), 1415–1435.CrossRef Iturralde, M., Wei, A., Ali-Yahiya, T., & Beylot, A. L. (2013). Resource Allocation for real time services in LTE networks: Resource allocation using cooperative game theory and virtual token mechanism. Wireless Personal Communications, 72(2), 1415–1435.CrossRef
12.
Zurück zum Zitat Dahlman, E., Parkvall, S., & Skold, J. (2013). 4G: LTE/LTE-advanced for mobile broadband. London: Academic Press. Dahlman, E., Parkvall, S., & Skold, J. (2013). 4G: LTE/LTE-advanced for mobile broadband. London: Academic Press.
13.
Zurück zum Zitat Holma, H., & Toskala, A. (Eds.). (2009). LTE for UMTS-OFDMA and SC-FDMA based radio access. London: Wiley. Holma, H., & Toskala, A. (Eds.). (2009). LTE for UMTS-OFDMA and SC-FDMA based radio access. London: Wiley.
14.
Zurück zum Zitat Sadiq, B., Baek, S. J., & De Veciana, G. (2011). Delay-optimal opportunistic scheduling and approximations: The log rule. IEEE/ACM Transactions on Networking (TON), 19(2), 405–418.CrossRef Sadiq, B., Baek, S. J., & De Veciana, G. (2011). Delay-optimal opportunistic scheduling and approximations: The log rule. IEEE/ACM Transactions on Networking (TON), 19(2), 405–418.CrossRef
15.
Zurück zum Zitat Ali, S., Zeeshan, M., & Naveed, A. (2013). A capacity and minimum guarantee-based service class-oriented scheduler for LTE networks. EURASIP Journal on Wireless Communications and Networking, 2013(1), 1–15.CrossRef Ali, S., Zeeshan, M., & Naveed, A. (2013). A capacity and minimum guarantee-based service class-oriented scheduler for LTE networks. EURASIP Journal on Wireless Communications and Networking, 2013(1), 1–15.CrossRef
16.
Zurück zum Zitat Ali, S., & Zeeshan, M. (2012, April). A utility based resource allocation scheme with delay scheduler for LTE service-class support. In 2012 IEEE wireless communications and networking conference (WCNC) (pp. 1450–1455). IEEE. Ali, S., & Zeeshan, M. (2012, April). A utility based resource allocation scheme with delay scheduler for LTE service-class support. In 2012 IEEE wireless communications and networking conference (WCNC) (pp. 1450–1455). IEEE.
17.
Zurück zum Zitat Piro, G., Grieco, L. A., Boggia, G., Capozzi, F., & Camarda, P. (2011). Simulating LTE cellular systems: An open-source framework. IEEE Transactions on Vehicular Technology, 60(2), 498–513.CrossRef Piro, G., Grieco, L. A., Boggia, G., Capozzi, F., & Camarda, P. (2011). Simulating LTE cellular systems: An open-source framework. IEEE Transactions on Vehicular Technology, 60(2), 498–513.CrossRef
Metadaten
Titel
Introduction of a Novel Hybrid Weighted Exponential Logarithm-Maximum Throughput (HWEL-MT) Scheduler for QoS Improvement of LTE/4G Cellular Networks
verfasst von
Faezeh Asadollahi
Ramin Dehdasht-Heydari
Publikationsdatum
21.08.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2018
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4857-0

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