Abstract
It is expected that the LTE network, which includes the Radio Access Network (RAN) and the Core Network (CN) in 3GPP LTE systems, will be overloaded due to the huge number of Machine-Type Communication (MTC) devices in the near future. Overload in the RAN and CN of the LTE may result in congestion occurrence, resource waste, Quality of Service (QoS) degradation and in the worst-case, it will cause service unavailability. In this paper, we have proposed an adaptive mechanism to manage a large number of MTC devices in both RAN and CN of the LTE network. We use Access Class Barring (ACB) scheme to regulate the MTC traffic according to the congestions level in the RAN and CN. We consider a scenario in which two-priority-based classes of MTC devices are contending for the RAN resources. At first, the overload problem in the RAN is formulated to find the number of allowable contending MTC devices of each class taking into account their required QoS. Then, an active load management policy based on additive increase multiplicative decrease rule is proposed to control the incoming load from multiple cells to the CN. To effectively limit the number of MTC devices in both RAN and CN, in the proposed approach, each Evolved Node B updates the ACB factor upon overload detection in the RAN or CN in an adaptive manner. Simulation results show that the proposed mechanism is able to manage overload in the CN and RAN simultaneously.
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References
Chen, K.-C., & Lien, S.-Y. (2014). Machine-to-machine communications: Technologies and challenges. Ad Hoc Networks, 18, 3–23.
Vermesan, O., & Friess, P. (2014). Internet of things-from research and innovation to market deployment (1st ed.). Aalborg: River Publisher.
Laya, A., Alonso, L., & Zarate, J. (2014). Is the random access channel of LTE and LTE-A suitable for M2M communication? A survey of alternatives. IEEE Communication Surveys and Tutorials, 16(1), 4–16.
Hussain, F., Anpalagan, A., & Vannithamby, R. (2014). Medium access techniques in M2M communication: Survey and critical review. Transactions on Emerging Telecommunications Technologies,. doi:10.1002/ett.2869.
3rd Generation Partnership (3GPP). (2011). Study on RAN improvements for machine type communications; Release 11, v.11.0.0. Sophia-Antipolis Cedex, France, TR 37.868.
Haro, C. A., & Dohler, M. (2015). Machine-to-machine (M2M) communications: Architecture, performance and applications (1st ed.). Amsterdam: Elsevier.
3rd Generation Partnership (3GPP). (2011). System improvements for machine-type communications; Release11, v.11.0.0. Sophia-Antipolis Cedex, France, TR 23.888.
Duan, S., Shah-Mansouri, V., & Wong, V. W. S. (2013). Dynamic access class barring for M2M communications in LTE networks. In IEEE global telecommunications conference (GLOBECOM 2013), pp. 4747–4752.
Lin, T.-M., Lee, C.-H., Cheng, J.-P., & Chen, W.-T. (2014). PRADA: Prioritized random access with dynamic access barring for MTC in 3GPP LTEA networks. IEEE Transactions on Vehicular Technology, 63(5), 2467–2472.
Lien, S.-Y., Liau, T.-H., Kao, C.-Y., & Chen, K.-C. (2012). Cooperative access class barring for machine-to-machine communications. IEEE Transactions on Wireless Communications, 11(1), 27–32.
Ksentini, A., Hadjadj-Aoul, Y., & Taleb, T. (2012). Cellular-based machine-to-machine: Overload control. IEEE Network, 26(6), 54–60.
Amokrane, A., Ksentini, A., Hadjadj-Aoul, Y., & Taleb, T. (2012). Congestion control for machine type communications. In IEEE international conference on communications (ICC 2012), pp. 778–782.
Machine-to-machine communications (M2M): M2M service requirements, v2.1.1, ETSI TS 102 690 (2013).
Tauhidullslam, M., Taha, A.-E. M., & Akl, S. (2014). A survey of access management techniques in machine type communications. IEEE Communication Magazine, 52(4), 74–81.
3rd Generation Partnership (3GPP). (2012). Evolved universal terrestrial radio access (E-UTRAN); radio resource control (RRC); release 10, v.10.5.0. Sophia-Antipolis Cedex, France, TS 36.331.
Tavana, M., Mansouri, V. S., & Wong, V. W. S. (2015). Congestion control for bursty M2M traffic in LTE networks. In IEEE international conference on communications (ICC 2015), pp. 5815–5820.
Oh, C.-Y., Hwang, D., & Lee, T.-J. (2015). Joint access control and resource allocation for concurrent and massive access of M2M devices. IEEE Transactions on Wireless Communications, PP(99), 1–11.
Ksentini, A., et al., (2014). Congestion-aware MTC device triggering. In IEEE international conference on communication (ICC 2014), pp. 294–298.
Sou, S.-I., & Wang, S.-M. (2014). Performance improvements of batch data model for machine-to-machine communication. IEEE Communication Letters, 18(10), 1775–1778.
3rd Generation Partnership (3GPP). (2013). Evolved universal terrestrial radio access (E-UTRAN); physical channels and modulation; release 11, v.11.1.0. Sophia-Antipolis Cedex, France, TS 36.21.
Misra, V., Gong, W.-B., & Towsley, D. (2000). Fluid-based analysis of a network of AQM routers supporting TCP flows with an application to RED. Proceedings of ACM SIGCOMM, 30(4), 151–160.
Chen, M., et al. (2008). Normalized queueing delay: Congestion control jointly utilizing delay and marking. IEEE/ACM Transactions on Networking, 17(2), 618–631.
Li, J., Gong, E., Sun, Z., & Xie, H. (2015). QoS-based rate control scheme for non-elastic traffics in distributed networks. IEEE Communication Letters, 19(6), 1089–7798.
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Alavikia, Z., Ghasemi, A. Overload control in the network domain of LTE/LTE-A based machine type communications. Wireless Netw 24, 1–16 (2018). https://doi.org/10.1007/s11276-016-1310-3
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DOI: https://doi.org/10.1007/s11276-016-1310-3