mlsanityData to 14 Oct 2026

A Speculative Study on 6G

arXiv 1902.06700 ↗First posted 18 Feb 2019cs.NIcited by 14

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Abstract (arXiv)

While 5G is being tested worldwide and anticipated to be rolled out gradually in 2019, researchers around the world are beginning to turn their attention to what 6G might be in 10+ years time, and there are already initiatives in various countries focusing on the research of possible 6G technologies. This article aims to extend the vision of 5G to more ambitious scenarios in a more distant future and speculates on the visionary technologies that could provide the step changes needed for enabling 6G.

Key facts. Cited by 14 papers in the map (data through 14 Oct 2026). First posted on arXiv 18 Feb 2019.

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Citing papers per year: 2021: 4; 2022: 3; 2023: 2; 2024: 2; 2025: 3.

14 papers.

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  1. 2022A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challengescited by 16
  2. 2021Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Designcited by 10
  3. 2021CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep Learningcited by 6
  4. 2021Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channelscited by 4
  5. 2025Offline and Distributional Reinforcement Learning for Wireless Communicationscited by 3
  6. 2024Deep Learning Frameworks for Cognitive Radio Networks: Review and Open Research Challengescited by 2
  7. 2021Network and Physical Layer Attacks and countermeasures to AI-Enabled 6G O-RANcited by 1
  8. 2023Joint Channel Estimation and Feedback with Masked Token Transformers in Massive MIMO Systemscited by 1
  9. 2023Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedbackcited by 1
  10. 2022A Deep Learning Approach To Estimation Using Measurements Received Over a Networkcited by 0
  11. 2022Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Managementcited by 0
  12. 2024OFDM-Standard Compatible SC-NOFS Waveforms for Low-Latency and Jitter-Tolerance Industrial IoT Communicationscited by 0
2 more
  1. 2025Distributed Gossip-GAN for Low-overhead CSI Feedback Training in FDD mMIMO-OFDM Systemscited by 0
  2. 2025Generative Model-Aided Continual Learning for CSI Feedback in FDD mMIMO-OFDM Systemscited by 0