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Volume 41 Issue 11
Nov.  2019
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Xianzhong XIE, Jia LI, Qian HUANG, Jie CHEN. Optimal Scheme of Resource Allocation for Ultra-reliable and Low-latency in Machine Type Communications Based on Non-orthogonal Multiple Access with Short Block Transmission[J]. Journal of Electronics & Information Technology, 2019, 41(11): 2549-2556. doi: 10.11999/JEIT190128
Citation: Xianzhong XIE, Jia LI, Qian HUANG, Jie CHEN. Optimal Scheme of Resource Allocation for Ultra-reliable and Low-latency in Machine Type Communications Based on Non-orthogonal Multiple Access with Short Block Transmission[J]. Journal of Electronics & Information Technology, 2019, 41(11): 2549-2556. doi: 10.11999/JEIT190128

Optimal Scheme of Resource Allocation for Ultra-reliable and Low-latency in Machine Type Communications Based on Non-orthogonal Multiple Access with Short Block Transmission

doi: 10.11999/JEIT190128
Funds:  The National Nature Science Foundation of China (61601070), The Key Science and Technology Research Program of Chongqing Municipal Education Commission (KJZD-K201800603), The Foundation and Frontier Research Program of Chongqing (cstc2018jcyjAX0432), The Graduate Scientific Research Innovation Program of Chongqing (CYS17223)
  • Received Date: 2019-03-05
  • Rev Recd Date: 2019-06-26
  • Available Online: 2019-07-04
  • Publish Date: 2019-11-01
  • For the service characteristics and Quality of Service (QoS) requirements of Machine Type Communications (MTC), short-packet/short-coded block transmission in MTC based on Non-Orthogonal Multiple Access (NOMA) is considered in this paper, and the resource optimization problem of the Ultra-Reliable and Low-Latency (URLL) in MTC based on NOMA is discussed. Currently, uplink transmission is a bottleneck of MTC based on NOMA. Firstly, considering the performance requirements supporting NOMA and high reliability and low latency in wireless cellular networks, a system model for uplink wireless resource optimization is established. Then, the uplink transmission delay is analyzed and the link reliability function based on distance is derived. Further, with the constraints of delay, reliability and bandwidth, a wireless resource allocation algorithm for maximizing the sum rates of central users is proposed, and also the convergence proof and complexity analysis of the algorithm are given. Finally, the simulation results show the performance advantages of the proposed optimal scheme.
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  • WANG Mao, YANG Wenjie, ZOU Jun, et al. Cellular machine-type communications: Physical challenges and solutions[J]. IEEE Wireless Communications, 2016, 23(2): 126–135. doi: 10.1109/MWC.2016.7462494
    BENNIS M, DEBBAH M, and POOR H V. Ultrareliable and low-latency wireless communication: tail, risk, and scale[J]. Proceedings of the IEEE, 2018, 106(10): 1834–1853. doi: 10.1109/JPROC.2018.2867029
    ISLAM M T, TAHA A E M, and AKL S. A survey of access management techniques in machine type communications[J]. IEEE Communications Magazine, 2014, 52(4): 74–81. doi: 10.1109/MCOM.2014.6807949
    DAI Linglong, WANG Bichai, DING Zhiguo, et al. A survey of non-orthogonal multiple access for 5G[J]. IEEE Communications Surveys & Tutorials, 2018, 20(3): 2294–2323. doi: 10.1109/COMST.2018.2835558
    WONG V W S, SCHOBER R, NG D W K, et al. Key Technologies for 5G Wireless Systems Physical Layer Caching with Limited Backhaul in 5G Systems[M]. Cambridge: Cambridge University Press, 2017: 236–270.
    LIEN Shaoyu, HUNG Shaochou, DENG D J, et al. Efficient ultra-reliable and low latency communications and massive machine-type communications in 5G new radio[C]. Proceedings of IEEE Global Communications Conference, Singapore, 2017: 1–7. doi: 10.1109/GLOCOM.2017.8254211.
    PLODER O, PALAORO N, ETZLINGER B, et al. A cross-layer approach for ultra-low-latency machine type communication[C]. Proceedings of IEEE International Conference on Communications, Paris, France, 2017: 1–6. doi: 10.1109/ICC.2017.7997462.
    SUN Xiaofang, YAN Shihao, YAN Nan, et al. Short-packet downlink transmission with non-orthogonal multiple access[J]. IEEE Transactions on Wireless Communications, 2018, 17(7): 4550–4564. doi: 10.1109/TWC.2018.2827368
    LI Anxin, CHEN Xiaohang, and JIANG Huiling. Contention based uplink transmission with NOMA for latency reduction[C]. Proceedings of the 2017 IEEE 85th Vehicular Technology Conference, Sydney, Australia, 2017: 1–5. doi: 10.1109/VTCSpring.2017.8108486.
    3GPP. Study on scenarios and requirements for next generation access technologies[R]. TR 38.913, 2017.
    3GPP. Further advancements for E-UTRA physical layer aspects[R]. TR 36.814 v9.0.0, 2010.
    AIJAZ A, TSHANGINI M, NAKHAI M R, et al. Energy-efficient uplink resource allocation in LTE networks with M2M/H2H co-existence under statistical QoS guarantees[J]. IEEE Transactions on Communications, 2014, 62(7): 2353–2365. doi: 10.1109/TCOMM.2014.2328338
    ABDELSADEK M Y, GADALLAH Y, and AHMED M H. An LTE-based optimal resource allocation scheme for delay-sensitive M2M deployments coexistent with H2H users[C]. Proceedings of IEEE Conference on Computer Communications Workshops, Atlanta, USA, 2017: 139–144. doi: 10.1109/INFCOMW.2017.8116366.
    SHE Changyang, YANG Chenyang, and QUEK T Q S. Radio resource management for ultra-reliable and low-latency communications[J]. IEEE Communications Magazine, 2017, 55(6): 72–78. doi: 10.1109/MCOM.2017.1601092
    AIJAZ A. Towards 5G-enabled tactile internet: radio resource allocation for haptic communications[C]. Proceedings of IEEE Wireless Communications and Networking Conference, Doha, Qatar, 2016: 1–6. doi: 10.1109/WCNC.2016.7564661.
    SHARIATMADARI H, DUAN Ruifeng, IRAJI S, et al. Resource allocations for ultra-reliable low-latency communications[J]. International Journal of Wireless Information Networks, 2017, 24(3): 317–327. doi: 10.1007/s10776-017-0360-5
    DI Boya, SONG Lingyang, LI Yonghui, et al. Non-orthogonal multiple access for high-reliable and low-latency V2X communications in 5G systems[J]. IEEE Journal on Selected Areas in Communications, 2017, 25(10): 2383–2397. doi: 10.1109/JSAC.2017.2726018
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