Abstract
Traffic aggregation has been considered as an effective approach to improve the radio resource utilization for M2M communication in LTE-A and beyond networks. In the LTE-A specification, the Relay Node (RN) is recommended to aggregate uplink M2M small-sized packets. However, the delay brought by the packets aggregation is inevitably increased, which is a vital metric for M2M packets with low delay requirement, such as emergency alerting. In this paper, we propose a new framework for optimal aggregation implemented in the PDCP of RN, which features balancing a tradeoff between QoS requirements of packets and the utilization efficiency of Physical Radio Blocks (PRBs). Specifically, (1) the RN dispatches the new arrival M2M packets into corresponding virtual queues according to their priorities set by M2M devices. Then, an Optimal Aggregating Scheme (OAS) is designed to minimize the PRB usage in condition satisfying the specific restriction of waiting time of packets in virtual queues. (2) The optimal aggregating problem is proved to be a NP-hard problem, which is solved by the Priority Branch and Bound Algorithm (PBBA) and the Priority Aggregating Heuristic. Numerical results illustrate that OAS achieves a tradeoff of QoS and PRB utilization efficiency in comparison with four existing schemes.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Wang, K., Alonso-Zarate, J., Dohler, M.: Energy-efficiency of LTE for small data machine-to-machine communications. In: Proceedings of the IEEE ICC, pp. 4120–4124 (2013)
Wu, G., Talwar, S., Johnsson, K., Himayat, N., Johnson, K.D.: M2M: From mobile to embedded internet. IEEE Commun. Mag. 49(4), 36–43 (2011)
Mehmood, Y., Khan Marwat, S.N., Görg, C., et al.: Evaluation of M2M data traffic aggregation in LTE-A uplink. In: Proceedings of the ITG-Fachbericht-Mobilkommunikation, pp. 24–29, August 2015
Marwat, S.N.K., Mehmood, Y., Görg, C., Timm-Giel, A.: Data aggregation of mobile M2M traffic in relay enhanced LTE-A networks. EURASIP J. Wirel. Commun. Networking 2016(1), 1–14 (2016)
Devi, U.M., Goyal, M., Madhavan, M., et al.: SERA: A hybrid scheduling framework for M2M transmission in cellular networks. In: Proceedings of the IEEE COMSNETS, pp. 1–8 (2015)
Majeed, A., Abu-Ghazaleh, N.B.: Packet aggregation in multi-rate wireless LANs. In: Proceedings of the IEEE SECON, pp. 452–460 (2012)
Sawabe, A., Tsukamoto, K., Oie, Y.: QoS-aware packet chunking schemes for M2M cloud services. In: Proceedings of the IEEE WAINA, pp. 166–173 (2014)
http://www.3gpp.org/technologies/keywords-acronyms/97-lte-advanced. Accessed 12 Sep 2016
3GPP TS 23.107, 3rd Generation Partnership Project. Technical Specification Group Services and System Aspects. Quality of Service (QoS) concept and architecture (Release 13), V13.0.0, December 2015
Liu, R., Wu, W., Zhu, H., et al.: M2M-oriented QoS categorization in cellular network. In: Proceedings of the IEEE WiCOM, pp. 1–5 (2011)
3GPP TS 36.300, 3rd Generation Partnership Project. Technical Specification Group Radio Access Network. Evolved Universal Terrestrial Radio Access (E-UTRA) and Evolved Universal Terrestrial Radio Access Network (E-UTRAN) (Release 12), V13.4.0, June 2016
3GPP TS 36.213, 3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Physical layer procedures (Release 13), V13.2.0, June 2016
Sahni, S., Gonzalez, T.: P-complete approximation problems. J. Assoc. Comput. Mach. 23(3), 555–565 (1976)
Lawler, E.L., Wood, D.E.: Branch-and-bound methods: A survey. J. Oper. Res. 14(4), 699–719 (1966)
Acknowledgments
This work was supported by the National Natural Science Foundation of China (No. 61302108).
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Feng, W., Li, H., Tang, D., Wang, L., Xu, Z. (2018). A Multi-queue Aggregation Framework for M2M Traffic in LTE-A and Beyond Networks. In: Long, K., Leung, V., Zhang, H., Feng, Z., Li, Y., Zhang, Z. (eds) 5G for Future Wireless Networks. 5GWN 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 211. Springer, Cham. https://doi.org/10.1007/978-3-319-72823-0_56
Download citation
DOI: https://doi.org/10.1007/978-3-319-72823-0_56
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-72822-3
Online ISBN: 978-3-319-72823-0
eBook Packages: Computer ScienceComputer Science (R0)