skip to main content
research-article
Free Access

SkyCore: moving core to the edge for untethered and reliable UAV-based LTE networks

Published:17 December 2020Publication History
Skip Abstract Section

Abstract

The advances in unmanned aerial vehicle (UAV) technology have empowered mobile operators to deploy LTE (long-term evolution) base stations (BSs) on UAVs and provide on-demand, adaptive connectivity to hotspot venues as well as emergency scenarios. However, today's evolved packet core (EPC) that orchestrates LTE's radio access network (RAN) faces fundamental limitations in catering to such a challenging, wireless, and mobile UAV environment, particularly in the presence of multiple BSs (UAVs). In this work, we argue for and propose an alternate, radical edge EPC design, called SkyCore that pushes the EPC functionality to the extreme edge of the core network---collapses the EPC into a single, lightweight, self-contained entity that is colocated with each of the UAV BS. SkyCore incorporates elements that are designed to address the unique challenges facing such a distributed design in the UAV environment, namely the resource constraints of UAV platforms, and the distributed management of pronounced UAV and UE mobility. We build and deploy a fully functional version of SkyCore on a two-UAV LTE network and showcase its (i) ability to interoperate with commercial LTE BSs as well as smartphones, (ii) support for both hotspot and stand-alone multi-UAV deployments, and (iii) superior control and data plane performance compared to other EPC variants in this environment.

References

  1. AT&T is deploying white box hardware in cell towers to power mobile 5G era, 2017. https://goo.gl/snRW6M.Google ScholarGoogle Scholar
  2. CBRS Spectrum, 2017. https://goo.gl/3zbYyo.Google ScholarGoogle Scholar
  3. Flying COW connects Puerto Rico, 2017. https://goo.gl/NEq1HA.Google ScholarGoogle Scholar
  4. Lagopus: SDN switch, 2017. http://www.lagopus.org/.Google ScholarGoogle Scholar
  5. LTE signaling storm, 2017. http://goo.gl/qk6Bp9.Google ScholarGoogle Scholar
  6. OpenEPC, 2017. http://www.openepc.com/.Google ScholarGoogle Scholar
  7. Oracle communications LTE diameter signaling index, 2017. https://goo.gl/6BZ8Fo.Google ScholarGoogle Scholar
  8. Verizon trials drones as flying cell towers, 2017. https://goo.gl/q9YjNv.Google ScholarGoogle Scholar
  9. When COWs fly: AT&T sending LTE signals from drones, 2017. https://goo.gl/9u33qC.Google ScholarGoogle Scholar
  10. Banerjee, A., Mahindra, R., Sundaresan, K., Kasera, S., Van der Merwe, K., Rangarajan, S. Scaling the LTE control-plane for future mobile access. In Proceedings of the ACM CoNEXT, 2015.Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Berde, P., Gerola, M., Hart, J., Higuchi, Y., Kobayashi, M., et al. ONOS: towards an open, distributed sdn os. In Proceedings of the ACM SIGCOMM Workshop on HotSDN, 2014.Google ScholarGoogle Scholar
  12. Bosshart, P., et al. P4: Programming protocol-independent packet processors. ACM CCR, 2014.Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Cho, J., et al. ACACIA: Context-aware edge computing for continuous interactive applications over mobile networks. In Proceedings of the ACM CoNEXT, 2016.Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Dhekne, A., et al. Extending cell tower coverage through drones. In Proceedings of the ACM HotMobile, 2017.Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Hong, C.-Y., Kandula, S., Mahajan, R., et al. Achieving high utilization with software-driven WAN. ACM CCR, 2013.Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Jain, S., Kumar, A., Mandal, S., et al. B4: Experience with a globally-deployed software defined WAN. ACM CCR, 2013.Google ScholarGoogle Scholar
  17. Lin, X., Yajnanarayana, V., Muruganathan, S.D., et al. The sky is not the limit: LTE for unmanned aerial vehicles. arXiv preprint arXiv:1707.07534, 2017.Google ScholarGoogle Scholar
  18. Moradi, M., Sundaresan, K., Chai, E., Rangarajan, S., Mao, M. Skycore: Moving core to the edge for untethered and reliable UAV-based LTE networks. In Proceedings of the ACM MobiCom, 2018.Google ScholarGoogle Scholar
  19. Moradi, M., Wu, W., Li, L.E., Mao, Z.M. SoftMoW: Recursive and reconfigurable cellular wan architecture. In Proceedings of the ACM CoNEXT, 2014.Google ScholarGoogle Scholar
  20. Nguyen, B., Zhang, T., Radunovic, B., et al. MSR Technical Report. A Reliable Distributed Cellular Core Network for Hyper-Scale Public Clouds, 2018.Google ScholarGoogle Scholar
  21. Patel, M., et al. Mobile-edge computing introductory technical white paper. White Paper, Mobile-edge Computing (MEC) Industry Initiative, 2014.Google ScholarGoogle Scholar
  22. Pfaff, B., Pettit, J., Koponen, T., et al. The design and implementation of open vswitch. In Proceedings of the USENIX NSDI, 2015.Google ScholarGoogle Scholar
  23. Qazi, Z.A., Krishna, P., Sekar, V., Gopalakrishnan, V., Joshi, K., Das, S.R. Klein: A minimally disruptive design for an elastic cellular core. In Proceedings of the ACM SOSR, 2016.Google ScholarGoogle Scholar
  24. Qazi, Z.A., Walls, M., Panda, A., et al. A high performance packet core for next generation cellular networks. In Proceedings of the ACM SIGCOMM, 2017.Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Wu, Q., Zeng, Y., Zhang, R. Joint trajectory and communication design for multi-UAV enabled wireless networks. IEEE/ACM TON, 2018.Google ScholarGoogle ScholarCross RefCross Ref

Index Terms

  1. SkyCore: moving core to the edge for untethered and reliable UAV-based LTE networks

      Recommendations

      Comments

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in

      Full Access

      • Published in

        cover image Communications of the ACM
        Communications of the ACM  Volume 64, Issue 1
        January 2021
        115 pages
        ISSN:0001-0782
        EISSN:1557-7317
        DOI:10.1145/3444848
        Issue’s Table of Contents

        Copyright © 2020 ACM

        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 17 December 2020

        Permissions

        Request permissions about this article.

        Request Permissions

        Check for updates

        Qualifiers

        • research-article
        • Research
        • Refereed

      PDF Format

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      HTML Format

      View this article in HTML Format .

      View HTML Format