mlsanityData to 7 Oct 2026

An Overview of 5G Advanced Evolution in 3GPP Release 18

arXiv 2201.01358 ↗First posted 4 Jan 2022cs.NIcited by 14

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Abstract (arXiv)

The 3rd generation partnership project (3GPP) radio access network (RAN) plenary recently approved a work package for its Release 18, representing a major evolution and branded as the first release of 5G Advanced. The work package includes diverse study or work items that will significantly boost 5G performance and address a wide variety of new use cases. In particular, 3GPP Release 18 will embrace artificial intelligence and machine learning technologies to provide data-driven, intelligent network solutions. This article provides an overview of the 5G Advanced evolution in 3GPP Release 18, which is anticipated to trigger a paradigm shift and have a profound impact on future wireless networks.

Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Jan 2022.

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Citing papers per year: 2022: 6; 2023: 1; 2024: 4; 2025: 3.

14 papers.

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  1. 2022Sionna: An Open-Source Library for Next-Generation Physical Layer Researchcited by 143
  2. 2022Overview of Deep Learning-based CSI Feedback in Massive MIMO Systemscited by 35
  3. 2022Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehiclescited by 15
  4. 2024Integrating Pre-Trained Language Model with Physical Layer Communicationscited by 5
  5. 2025SANet: A Semantic-aware Agentic AI Networking Framework for Cross-layer Optimization in 6Gcited by 5
  6. 2022AI for CSI Feedback Enhancement in 5G-Advancedcited by 4
  7. 2024Modulation and Coding for NOMA and RSMAcited by 4
  8. 2024Position Aware 60 GHz mmWave Beamforming for V2V Communications Utilizing Deep Learningcited by 3
  9. 2025Generative Diffusion Model-based Compression of MIMO CSIcited by 3
  10. 2022Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertaintycited by 1
  11. 2022DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systemscited by 1
  12. 2023Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systemscited by 1
2 more
  1. 2024PCA-Featured Transformer for Jamming Detection in 5G UAV Networkscited by 0
  2. 2025Synesthesia of Machines (SoM)-Enhanced Sub-THz ISAC Transmission for Air-Ground Networkcited by 0