Performance Evaluation of the Contention-Based Random Access of LTE Under Smart Grid Traffic

Power distribution networks are often widely distributed to accommodate electrical power feeds to dense cities while monitoring and control systems typically require extensive information exchange among numerous intelligent electronic devices. Using the existing network infrastructure, cellular technology appears as a key enabler for the support of large-scale metering deployments and wide-area monitoring systems. In this paper, we evaluate the performance of the contention-based random-access mechanism of LTE networks for real-time monitoring and metering applications. In particular, the impact of smart grid traffic is investigated in terms of access delay and outage probability under different network configurations and traffic characteristics. Simulations of realistic network-overload scenarios demonstrate that the random-access channel of LTE/LTE-A is prone to congestion when a high number of smart grid devices attempt for network access, while the bursty nature of monitoring traffic results in even higher performance degradation.

[1]  Ki-Dong Lee,et al.  Throughput comparison of random access methods for M2M service over LTE networks , 2011, 2011 IEEE GLOBECOM Workshops (GC Wkshps).

[2]  Jesus Alonso-Zarate,et al.  Is the Random Access Channel of LTE and LTE-A Suitable for M2M Communications? A Survey of Alternatives , 2014, IEEE Communications Surveys & Tutorials.

[3]  V. Vyatkin,et al.  Multiagent Smart Grid Automation Architecture Based on IEC 61850/61499 Intelligent Logical Nodes , 2012, IEEE Transactions on Industrial Electronics.

[4]  Lazaros Gkatzikis,et al.  Enabling IEC 61850 communication services over public LTE infrastructure , 2016, 2016 IEEE International Conference on Communications (ICC).

[5]  Chia-han Lee,et al.  Prioritized Random Access with dynamic access barring for RAN overload in 3GPP LTE-A networks , 2011, 2011 IEEE GLOBECOM Workshops (GC Wkshps).

[6]  Ray-Guang Cheng,et al.  Dynamic radio resource allocation for group paging supporting smart meter communications , 2012, 2012 IEEE Third International Conference on Smart Grid Communications (SmartGridComm).

[7]  Jesus Alonso-Zarate,et al.  Handling mission-critical communication in smart grid distribution automation services through LTE , 2016, 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[8]  Petar Popovski,et al.  Massive M2M access with reliability guarantees in LTE systems , 2015, 2015 IEEE International Conference on Communications (ICC).

[9]  Jesus Alonso-Zarate,et al.  Cellular Communications for Smart Grid Neighborhood Area Networks: A Survey , 2016, IEEE Access.

[10]  Jesus Alonso-Zarate,et al.  Reliability analysis of the random access channel of LTE with access class barring for smart grid monitoring traffic , 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

[11]  David M. Lucantoni,et al.  A Markov Modulated Characterization of Packetized Voice and Data Traffic and Related Statistical Multiplexer Performance , 1986, IEEE J. Sel. Areas Commun..