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Beyond 5G RIS mmWave Systems: Where Communication and Localization Meet

arXiv 2109.07729 ↗First posted 16 Sep 2021eess.SP cs.AI cs.LGcited by 0

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Abstract (arXiv)

Upcoming beyond fifth generation (5G) communications systems aim at further enhancing key performance indicators and fully supporting brand new use cases by embracing emerging techniques, e.g., reconfigurable intelligent surface (RIS), integrated communication, localization, and sensing, and mmWave/THz communications. The wireless intelligence empowered by state-of-the-art artificial intelligence techniques has been widely considered at the transceivers, and now the paradigm is deemed to be shifted to the smart control of radio propagation environment by virtue of RISs. In this article, we argue that to harness the full potential of RISs, localization and communication must be tightly coupled. This is in sharp contrast to 5G and earlier generations, where localization was a minor additional service. To support this, we first introduce the fundamentals of RIS mmWave channel modeling, followed by RIS channel state information acquisition and link establishment. Then, we deal with the connection between localization and communications, from a separate and joint perspective.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 29 of its 58 references that are in the map. First posted on arXiv 16 Sep 2021.

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29 of 58 references.

References · 29

  1. 2019A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problemscited by 157
  2. 2021Integrated Sensing and Communications: Towards Dual-functional Wireless Networks for 6G and Beyondcited by 88
  3. 2018Intelligent Reflecting Surface Enhanced Wireless Network via Joint Active and Passive Beamformingcited by 41
  4. 2019Wireless Communications Through Reconfigurable Intelligent Surfacescited by 35
  5. 2020Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How it Works, State of Research, and Road Aheadcited by 26
  6. 2020Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMOcited by 23
  7. 2019Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trendscited by 20
  8. 2020Deep Channel Learning For Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systemscited by 19
  9. 2019Intelligent Reflecting Surface: Practical Phase Shift Model and Beamforming Optimizationcited by 13
  10. 2019Radio Localization and Mapping with Reconfigurable Intelligent Surfacescited by 10
  11. 2020Channel Estimation for RIS-Aided mmWave MIMO Systems via Atomic Norm Minimizationcited by 9
  12. 2020Terahertz Massive MIMO with Holographic Reconfigurable Intelligent Surfacescited by 8
17 more
  1. 2020Deep Learning-based Phase Reconfiguration for Intelligent Reflecting Surfacescited by 6
  2. 2019Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparisoncited by 5
  3. 2020Near-field Localization with a Reconfigurable Intelligent Surface Acting as Lenscited by 5
  4. 2021Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Predictioncited by 4
  5. 2021Learning to Estimate RIS-Aided mmWave Channelscited by 4
  6. 2020Power Scaling Laws and Near-Field Behaviors of Massive MIMO and Intelligent Reflecting Surfacescited by 3
  7. 2020Leveraging Location Information for RIS-aided mmWave MIMO Communicationscited by 3
  8. 2020SISO RIS-Enabled Joint 3D Downlink Localization and Synchronizationcited by 3
  9. 2021Fast Beam Training and Alignment for IRS-Assisted Millimeter Wave/Terahertz Systemscited by 3
  10. 2021Joint Communication and Radar Sensing with Reconfigurable Intelligent Surfacescited by 3
  11. 2019Reconfigurable Intelligent Surfaces based RF Sensing: Design, Optimization, and Implementationcited by 2
  12. 2020A General Framework for RIS-Aided mmWave Communication Networks: Channel Estimation and Mobile User Trackingcited by 2
  13. 2020Passive RIS vs.Hybrid RIS: A Comparative Study on Channel Estimationcited by 2
  14. 2020Integrated Communication and Localization in mmWave Systemscited by 1
  15. 2021Reconfigurable Intelligent Surfaces for N-LOS Radar Surveillancecited by 1
  16. 2021Foundations of MIMO Radar Detection Aided by Reconfigurable Intelligent Surfacescited by 1
  17. 2021Two-Timescale Design for Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with Imperfect CSIcited by 1

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