论文集合Publications

Google Scholar 收录成果,按年份排列,包含期刊、会议、预印本与书籍。Google Scholar records by year, including journal papers, conference papers, preprints and books.

Google Scholar ↗收录 368 项 · 引用 42,605368 records · 42,605 citationsh-index 80 · i10-index 207更新于 2026-11-01Updated 2026-11-01

18 条结果

会议Conference2026

Physics-Informed AI-driven Cross-Frequency Channel Knowledge Map Construction

Shen Fu, Xingyu Tang, Ziyu Huang, Yong Zeng

ICC 2026 - IEEE International Conference on Communications, 1-6

CKMAI
引用 1Cited by 1Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarShjGdcaqzI0C,
  title={Physics-Informed AI-driven Cross-Frequency Channel Knowledge Map Construction},
  author={Shen Fu and Xingyu Tang and Ziyu Huang and Yong Zeng},
  booktitle={ICC 2026 - IEEE International Conference on Communications},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/icc59461.2026.11586952},
  url={https://doi.org/10.1109/icc59461.2026.11586952}
}
预印本Preprint2026

Active Learning for Channel Knowledge Map Construction via Bayesian Inference Diffusion Models

Yunzhe Zhu, Xuewen Liao, Zhenzhen Gao, Linzhou Zeng, Yong Zeng

arXiv preprint arXiv:2606.29862

CKMAI
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarwGzT3bKASkAC,
  title={Active Learning for Channel Knowledge Map Construction via Bayesian Inference Diffusion Models},
  author={Yunzhe Zhu and Xuewen Liao and Zhenzhen Gao and Linzhou Zeng and Yong Zeng},
  howpublished={arXiv preprint arXiv:2606.29862},
  year={2026},
  eprint={2606.29862},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2606.29862}
}
会议Conference2026

CKM Beyond Channel Gain: Spatial Correlation Map Construction with Deep Learning

Zhitong Chen, Shen Fu, Yong Zeng, Xiaoli Xu, Zhiqiang Wei

2026 IEEE Wireless Communications and Networking Conference (WCNC), 1-6

CKMAI
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarNw_I7GeUguwC,
  title={CKM Beyond Channel Gain: Spatial Correlation Map Construction with Deep Learning},
  author={Zhitong Chen and Shen Fu and Yong Zeng and Xiaoli Xu and Zhiqiang Wei},
  booktitle={2026 IEEE Wireless Communications and Networking Conference (WCNC)},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/wcnc65185.2026.11555043},
  url={https://doi.org/10.1109/wcnc65185.2026.11555043}
}
会议Conference2026

PIMV-GNN: A Physics-Informed Multi-View Graph Neural Network for Robust Channel Knowledge Map Construction

Chao Zou, Yanqun Tang, Xiaoying Zhang, Kefeng Guo, Yong Zeng, Ali Nauman, Muhammad Ali Jamshed

ICC 2026 - IEEE International Conference on Communications, 1-6

CKMAI
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarojlX30-wUrgC,
  title={PIMV-GNN: A Physics-Informed Multi-View Graph Neural Network for Robust Channel Knowledge Map Construction},
  author={Chao Zou and Yanqun Tang and Xiaoying Zhang and Kefeng Guo and Yong Zeng and Ali Nauman and Muhammad Ali Jamshed},
  booktitle={ICC 2026 - IEEE International Conference on Communications},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/icc59461.2026.11588150},
  url={https://doi.org/10.1109/icc59461.2026.11588150}
}
期刊Journal2026

PM 2 G-Net: A Physics-Informed Multi-Relational and Multi-Frequency Graph Learning for Sparse Channel Knowledge Map Construction

Chao Zou, Nanhao Zhou, Tao Wang, Yanqun Tang, Xiaoying Zhang, Hongcheng Zhuang, Shengjun Tang, Junting Chen, Yong Zeng

IEEE Internet of Things Journal, 1-1

CKMAI
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@article{scholaroldoQiaHq2UC,
  title={PM 2 G-Net: A Physics-Informed Multi-Relational and Multi-Frequency Graph Learning for Sparse Channel Knowledge Map Construction},
  author={Chao Zou and Nanhao Zhou and Tao Wang and Yanqun Tang and Xiaoying Zhang and Hongcheng Zhuang and Shengjun Tang and Junting Chen and Yong Zeng},
  journal={IEEE Internet of Things Journal},
  year={2026},
  pages={1--1},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/jiot.2026.3745122},
  url={https://doi.org/10.1109/jiot.2026.3745122}
}
期刊Journal2026

Scenario-Aware Joint Bandwidth and MCS Optimization for IoT Networks via Deep Reinforcement Learning

Nanhao Zhou, Yu Zhou, Chao Zou, Yanqun Tang, Xiaoying Zhang, Miao Zhang, Yong Zeng

IEEE Internet of Things Journal 13 (16), 37514-37527

AI
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@article{scholarT8_be82Iz5gC,
  title={Scenario-Aware Joint Bandwidth and MCS Optimization for IoT Networks via Deep Reinforcement Learning},
  author={Nanhao Zhou and Yu Zhou and Chao Zou and Yanqun Tang and Xiaoying Zhang and Miao Zhang and Yong Zeng},
  journal={IEEE Internet of Things Journal},
  year={2026},
  volume={13},
  number={16},
  pages={37514--37527},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/jiot.2026.3702991},
  url={https://doi.org/10.1109/jiot.2026.3702991}
}
期刊Journal2025

Energy-efficient multi-agent reinforcement learning for UAV trajectory optimization in cell-free massive MIMO networks

Zhilong Liu, Jiayi Zhang, Yong Zeng, Bo Ai

IEEE Transactions on Wireless Communications 24 (7), 5917-5930

UAVAI
引用 43Cited by 43Scholar ↗DOI ↗
BibTeX
@article{scholarXAp-VaTZjjwC,
  title={Energy-efficient multi-agent reinforcement learning for UAV trajectory optimization in cell-free massive MIMO networks},
  author={Zhilong Liu and Jiayi Zhang and Yong Zeng and Bo Ai},
  journal={IEEE Transactions on Wireless Communications},
  year={2025},
  volume={24},
  number={7},
  pages={5917--5930},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2025.3550266},
  url={https://doi.org/10.1109/twc.2025.3550266}
}
期刊Journal2025

CKMImageNet: A dataset for AI-based channel knowledge map towards environment-aware communication and sensing

Z Wu, D Wu, S Fu, Y Qiu, Y Zeng

IEEE Transactions on Communications

CKMAI
引用 34Cited by 34Scholar ↗
BibTeX
@article{scholar0sTkTiv_uMkC,
  title={CKMImageNet: A dataset for AI-based channel knowledge map towards environment-aware communication and sensing},
  author={Z Wu and D Wu and S Fu and Y Qiu and Y Zeng},
  journal={IEEE Transactions on Communications},
  year={2025},
  url={https://scholar.google.com/citations?view\_op=view\_citation\&user=ENldmwIAAAAJ\&citation\_for\_view=ENldmwIAAAAJ\%3A0sTkTiv\_uMkC\&hl=en}
}
期刊Journal2025

Generating CKM using Others' data: Cross-AP CKM inference with deep learning

Zhuoyin Dai, Di Wu, Xiaoli Xu, Yong Zeng

IEEE Transactions on Vehicular Technology 75 (2), 3360-3365

CKMAI
引用 15Cited by 15Scholar ↗DOI ↗
BibTeX
@article{scholarlbI08cpqPnQC,
  title={Generating CKM using Others' data: Cross-AP CKM inference with deep learning},
  author={Zhuoyin Dai and Di Wu and Xiaoli Xu and Yong Zeng},
  journal={IEEE Transactions on Vehicular Technology},
  year={2025},
  volume={75},
  number={2},
  pages={3360--3365},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tvt.2025.3604862},
  url={https://doi.org/10.1109/tvt.2025.3604862}
}
会议Conference2025

Deep learning-based CKM construction with image super-resolution

Shiyu Wang, Xiaoli Xu, Yong Zeng

2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), 1-5

CKMAI
引用 8Cited by 8Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarI858iXPj1OkC,
  title={Deep learning-based CKM construction with image super-resolution},
  author={Shiyu Wang and Xiaoli Xu and Yong Zeng},
  booktitle={2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)},
  year={2025},
  pages={1--5},
  publisher={IEEE},
  doi={10.1109/vtc2025-spring65109.2025.11174933},
  url={https://doi.org/10.1109/vtc2025-spring65109.2025.11174933}
}
预印本Preprint2025

AI-based Environment-Aware XL-MIMO Channel Estimation with Location-Specific Prior Knowledge Enabled by CKM

Yuelong Qiu, Di Wu, Yong Zeng, Yanqun Tang, Nan Cheng, Chenhao Qi

arXiv preprint arXiv:2507.06066

CKMXL-MIMOAI
引用 3Cited by 3Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarrbGdIwl2e6cC,
  title={AI-based Environment-Aware XL-MIMO Channel Estimation with Location-Specific Prior Knowledge Enabled by CKM},
  author={Yuelong Qiu and Di Wu and Yong Zeng and Yanqun Tang and Nan Cheng and Chenhao Qi},
  howpublished={arXiv preprint arXiv:2507.06066},
  year={2025},
  eprint={2507.06066},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2507.06066}
}
期刊Journal2024

Spatial channel state information prediction with generative AI: Toward holographic communication and digital radio twin

Lihao Zhang, Haijian Sun, Yong Zeng, Rose Qingyang Hu

IEEE Network 38 (5), 93-101

AI
引用 17Cited by 17Scholar ↗DOI ↗
BibTeX
@article{scholarDrR-2ekChdkC,
  title={Spatial channel state information prediction with generative AI: Toward holographic communication and digital radio twin},
  author={Lihao Zhang and Haijian Sun and Yong Zeng and Rose Qingyang Hu},
  journal={IEEE Network},
  year={2024},
  volume={38},
  number={5},
  pages={93--101},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/mnet.2024.3421940},
  url={https://doi.org/10.1109/mnet.2024.3421940}
}
预印本Preprint2024

Deep learning-based CKM construction with image super-resolution

Shiyu Wang, Xiaoli Xu, Yong Zeng

arXiv preprint arXiv:2411.08887

CKMAI
引用 8Cited by 8Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholareFf2swCANGcC,
  title={Deep learning-based CKM construction with image super-resolution},
  author={Shiyu Wang and Xiaoli Xu and Yong Zeng},
  howpublished={arXiv preprint arXiv:2411.08887},
  year={2024},
  eprint={2411.08887},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2411.08887}
}
会议Conference2023

Dynamic ap association for uav-centric aerial-ground communication with cell-free massive mimo

Ke Shi, Zhuoyin Dai, Yong Zeng

2023 International Conference on Communications, Computing and Artificial Intelligence (CCCAI), 139-144

UAV
引用 11Cited by 11Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarF2UWTTQJPOcC,
  title={Dynamic ap association for uav-centric aerial-ground communication with cell-free massive mimo},
  author={Ke Shi and Zhuoyin Dai and Yong Zeng},
  booktitle={2023 International Conference on Communications, Computing and Artificial Intelligence (CCCAI)},
  year={2023},
  pages={139--144},
  publisher={IEEE},
  doi={10.1109/cccai59026.2023.00033},
  url={https://doi.org/10.1109/cccai59026.2023.00033}
}
期刊Journal2022

Energy minimization for cellular-connected UAV: From optimization to deep reinforcement learning

Cheng Zhan, Yong Zeng

IEEE Transactions on Wireless Communications 21 (7), 5541-5555

UAVAI
引用 114Cited by 114Scholar ↗DOI ↗
BibTeX
@article{scholarDem6FJhTUoYC,
  title={Energy minimization for cellular-connected UAV: From optimization to deep reinforcement learning},
  author={Cheng Zhan and Yong Zeng},
  journal={IEEE Transactions on Wireless Communications},
  year={2022},
  volume={21},
  number={7},
  pages={5541--5555},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2022.3142018},
  url={https://doi.org/10.1109/twc.2022.3142018}
}
期刊Journal2021

Simultaneous navigation and radio mapping for cellular-connected UAV with deep reinforcement learning基于深度强化学习的蜂窝连接无人机同步导航与无线电地图构建

Yong Zeng, Xiaoli Xu, Shi Jin, Rui Zhang

IEEE Transactions on Wireless Communications 20 (7), 4205-4220

Radio MappingDeep Reinforcement LearningUAVAI
引用 351Cited by 351Scholar ↗DOI ↗
BibTeX
@article{scholar0CzhzZyukY4C,
  title={Simultaneous navigation and radio mapping for cellular-connected UAV with deep reinforcement learning},
  author={Yong Zeng and Xiaoli Xu and Shi Jin and Rui Zhang},
  journal={IEEE Transactions on Wireless Communications},
  year={2021},
  volume={20},
  number={7},
  pages={4205--4220},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2021.3056573},
  url={https://doi.org/10.1109/twc.2021.3056573}
}
会议Conference2020

Online maneuver design for UAV-enabled NOMA systems via reinforcement learning

Yuwei Huang, Xiaopeng Mo, Jie Xu, Ling Qiu, Yong Zeng

2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6

UAVAI
引用 31Cited by 31Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarWHdLCjDvYFkC,
  title={Online maneuver design for UAV-enabled NOMA systems via reinforcement learning},
  author={Yuwei Huang and Xiaopeng Mo and Jie Xu and Ling Qiu and Yong Zeng},
  booktitle={2020 IEEE Wireless Communications and Networking Conference (WCNC)},
  year={2020},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/wcnc45663.2020.9120492},
  url={https://doi.org/10.1109/wcnc45663.2020.9120492}
}
会议Conference2019

Path design for cellular-connected UAV with reinforcement learning

Yong Zeng, Xiaoli Xu

2019 IEEE Global Communications Conference (GLOBECOM), 1-6

UAVAI
引用 85Cited by 85Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarLgRImbQfgY4C,
  title={Path design for cellular-connected UAV with reinforcement learning},
  author={Yong Zeng and Xiaoli Xu},
  booktitle={2019 IEEE Global Communications Conference (GLOBECOM)},
  year={2019},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/globecom38437.2019.9014041},
  url={https://doi.org/10.1109/globecom38437.2019.9014041}
}