Integrated Sensing and Communication Signals Toward 5G-A and 6G: A Survey
Not on the map. Why?
Abstract (arXiv)
Integrated sensing and communication (ISAC) has the advantages of efficient spectrum utilization and low hardware cost. It is promising to be implemented in the fifth-generation-advanced (5G-A) and sixth-generation (6G) mobile communication systems, having the potential to be applied in intelligent applications requiring both communication and high-accurate sensing capabilities. As the fundamental technology of ISAC, ISAC signal directly impacts the performance of sensing and communication. This article systematically reviews the literature on ISAC signals from the perspective of mobile communication systems, including ISAC signal design, ISAC signal processing algorithms and ISAC signal optimization. We first review the ISAC signal design based on 5G, 5G-A and 6G mobile communication systems. Then, radar signal processing methods are reviewed for ISAC signals, mainly including the channel information matrix method, spectrum lines estimator method and super resolution method. In terms of signal optimization, we summarize peak-to-average power ratio (PAPR) optimization, interference management, and adaptive signal optimization for ISAC signals. This article may provide the guidelines for the research of ISAC signals in 5G-A and 6G mobile communication systems.
Key facts. Cited by 12 papers in the map (data through 14 Oct 2026). First posted on arXiv 10 Jan 2023.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 1; 2024: 1; 2025: 9; 2026: 1.
12 papers.
- 2023Vehicle-to-Everything Cooperative Perception for Autonomous Drivingcited by 15
- 2024LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automationcited by 3
- 2025Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and Opportunitiescited by 3
- 2025Wideband RF Radiance Field Modeling Using Frequency-embedded 3D Gaussian Splattingcited by 2
- 2025Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6Gcited by 1
- 2025Kalman Filter Aided Federated Koopman Learningcited by 1
- 2025Synesthesia of Machines (SoM)-Enhanced Sub-THz ISAC Transmission for Air-Ground Networkcited by 0
- 2025Synergistic Localization and Sensing in MIMO-OFDM Systems via Mixed-Integer Bilevel Learningcited by 0
- 2025CSIYOLO: An Intelligent CSI-based Scatter Sensing Framework for Integrated Sensing and Communication Systemscited by 0
- 2025RL-Aided Cognitive ISAC: Robust Detection and Sensing-Communication Trade-offscited by 0
- 2025AI-Native Integrated Sensing and Communications for Self-Organizing Wireless Networks: Architectures, Learning Paradigms, and System-Level Designcited by 0
- 2026AI-Empowered UAV-Assisted Backscatter Localization and ISAC for Zero-Energy IoT: A Comprehensive Surveycited by 0
- 2026AI-Empowered UAV-Assisted Backscatter Localization and ISAC for Zero-Energy IoT: A Comprehensive Survey22 Jun 2026
- 2025AI-Native Integrated Sensing and Communications for Self-Organizing Wireless Networks: Architectures, Learning Paradigms, and System-Level Design29 Dec 2025
- 2025RL-Aided Cognitive ISAC: Robust Detection and Sensing-Communication Trade-offs4 Nov 2025
- 2025CSIYOLO: An Intelligent CSI-based Scatter Sensing Framework for Integrated Sensing and Communication Systems15 Sep 2025
- 2025Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and Opportunities23 Aug 2025
- 2025Synergistic Localization and Sensing in MIMO-OFDM Systems via Mixed-Integer Bilevel Learning7 Jul 2025
- 2025Kalman Filter Aided Federated Koopman Learning7 Jul 2025
- 2025Synesthesia of Machines (SoM)-Enhanced Sub-THz ISAC Transmission for Air-Ground Network15 Jun 2025
- 2025Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G7 Jun 2025
- 2025Wideband RF Radiance Field Modeling Using Frequency-embedded 3D Gaussian Splatting27 May 2025
- 2024LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation21 Sep 2024
- 2023Vehicle-to-Everything Cooperative Perception for Autonomous Driving5 Oct 2023