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

64 条结果

期刊Journal2026

CKMDiff: A generative diffusion model for CKM construction via inverse problems with learned priors

Shen Fu, Yong Zeng, Zijian Wu, Di Wu, Jie Xu, Shi Jin, Cheng-Xiang Wang, Xiqi Gao

npj Wireless Technology 2 (1), 35

CKM
引用 42Cited by 42Scholar ↗DOI ↗
BibTeX
@article{scholarGpwnp1kGG20C,
  title={CKMDiff: A generative diffusion model for CKM construction via inverse problems with learned priors},
  author={Shen Fu and Yong Zeng and Zijian Wu and Di Wu and Jie Xu and Shi Jin and Cheng-Xiang Wang and Xiqi Gao},
  journal={npj Wireless Technology},
  year={2026},
  volume={2},
  number={1},
  pages={35},
  publisher={Springer Science and Business Media LLC},
  doi={10.1038/s44459-026-00042-1},
  url={https://doi.org/10.1038/s44459-026-00042-1}
}
期刊Journal2026

Channel knowledge map construction: Recent advances and open challenges

Zixiang Ren, Juncong Zhou, Jie Xu, Ling Qiu, Yong Zeng, Han Hu, Juyong Zhang, Rui Zhang

IEEE Wireless Communications, 1-7

CKM
引用 20Cited by 20Scholar ↗DOI ↗
BibTeX
@article{scholaroursBaop5wYC,
  title={Channel knowledge map construction: Recent advances and open challenges},
  author={Zixiang Ren and Juncong Zhou and Jie Xu and Ling Qiu and Yong Zeng and Han Hu and Juyong Zhang and Rui Zhang},
  journal={IEEE Wireless Communications},
  year={2026},
  pages={1--7},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/mwc.2026.3668205},
  url={https://doi.org/10.1109/mwc.2026.3668205}
}
期刊Journal2026

Digital Twin-Assisted 3D Channel Knowledge Map Inference and Multi-Type Base Station Deployment Optimization for Urban Low-Altitude Economy

Ruoguang Li, Yonghao Wang, Chongyuan Wang, Jiaqi Chen, Di Wu, Guangjie Han, Yong Zeng

IEEE Transactions on Mobile Computing 25 (10), 17310-17324

CKM
引用 14Cited by 14Scholar ↗DOI ↗
BibTeX
@article{scholargmHTDCtJMcoC,
  title={Digital Twin-Assisted 3D Channel Knowledge Map Inference and Multi-Type Base Station Deployment Optimization for Urban Low-Altitude Economy},
  author={Ruoguang Li and Yonghao Wang and Chongyuan Wang and Jiaqi Chen and Di Wu and Guangjie Han and Yong Zeng},
  journal={IEEE Transactions on Mobile Computing},
  year={2026},
  volume={25},
  number={10},
  pages={17310--17324},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tmc.2026.3692307},
  url={https://doi.org/10.1109/tmc.2026.3692307}
}
期刊Journal2026

You may use the same channel knowledge map for environment-aware NLoS sensing and communication

Di Wu, Zhuoyin Dai, Yong Zeng

IEEE Transactions on Wireless Communications 25, 14627-14641

CKM
引用 12Cited by 12Scholar ↗DOI ↗
BibTeX
@article{scholartxeM2kYbVNMC,
  title={You may use the same channel knowledge map for environment-aware NLoS sensing and communication},
  author={Di Wu and Zhuoyin Dai and Yong Zeng},
  journal={IEEE Transactions on Wireless Communications},
  year={2026},
  volume={25},
  pages={14627--14641},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2026.3678277},
  url={https://doi.org/10.1109/twc.2026.3678277}
}
期刊Journal2026

CKM-enabled joint spatial-doppler domain clutter suppression for low-altitude UAV ISAC

Zihan Xu, Zhiwen Zhou, Di Wu, Xiaoli Xu, Yong Zeng

IEEE Internet of Things Journal 13 (14), 31752-31767

CKMUAVISAC
引用 11Cited by 11Scholar ↗DOI ↗
BibTeX
@article{scholarSrKkpNFED5gC,
  title={CKM-enabled joint spatial-doppler domain clutter suppression for low-altitude UAV ISAC},
  author={Zihan Xu and Zhiwen Zhou and Di Wu and Xiaoli Xu and Yong Zeng},
  journal={IEEE Internet of Things Journal},
  year={2026},
  volume={13},
  number={14},
  pages={31752--31767},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/jiot.2026.3689485},
  url={https://doi.org/10.1109/jiot.2026.3689485}
}
会议Conference2026

BeamCKMDiff: Beam-Aware Channel Knowledge Map Construction via Diffusion Transformer

Le Zhao, Yining Wang, Xinyi Wang, Zesong Fei, Yong Zeng

IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, 1-6

CKM
引用 9Cited by 9Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarw2UhwfzvF0QC,
  title={BeamCKMDiff: Beam-Aware Channel Knowledge Map Construction via Diffusion Transformer},
  author={Le Zhao and Yining Wang and Xinyi Wang and Zesong Fei and Yong Zeng},
  booktitle={IEEE INFOCOM 2026 - IEEE Conference on Computer Communications},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/infocom59046.2026.11571730},
  url={https://doi.org/10.1109/infocom59046.2026.11571730}
}
期刊Journal2026

Channel knowledge map-assisted dual-domain tracking and predictive beamforming for high-mobility wireless networks

Ruolin Du, Zhiqiang Wei, Zai Yang, Lei Yang, Yong Zeng, Derrick Wing Kwan Ng, Jinhong Yuan

IEEE Transactions on Wireless Communications 25, 10968-10985

CKM
引用 6Cited by 6Scholar ↗DOI ↗
BibTeX
@article{scholarEj9njvOgR2oC,
  title={Channel knowledge map-assisted dual-domain tracking and predictive beamforming for high-mobility wireless networks},
  author={Ruolin Du and Zhiqiang Wei and Zai Yang and Lei Yang and Yong Zeng and Derrick Wing Kwan Ng and Jinhong Yuan},
  journal={IEEE Transactions on Wireless Communications},
  year={2026},
  volume={25},
  pages={10968--10985},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2026.3654755},
  url={https://doi.org/10.1109/twc.2026.3654755}
}
期刊Journal2026

Channel knowledge map construction via guided flow matching

Ziyu Huang, Yong Zeng, Shen Fu, Xiaoli Xu, Hongyang Du

IEEE Wireless Communications Letters 15, 3159-3163

CKM
引用 5Cited by 5Scholar ↗DOI ↗
BibTeX
@article{scholargV6rEsy15s0C,
  title={Channel knowledge map construction via guided flow matching},
  author={Ziyu Huang and Yong Zeng and Shen Fu and Xiaoli Xu and Hongyang Du},
  journal={IEEE Wireless Communications Letters},
  year={2026},
  volume={15},
  pages={3159--3163},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/lwc.2026.3693360},
  url={https://doi.org/10.1109/lwc.2026.3693360}
}
期刊Journal2026

Trajectory Optimization for Cellular-Connected UAV in Complex Environment with Partial CKM

Yuxuan Song, Haiquan Lu, Chiya Zhang, Beixiong Zheng, Yong Zeng

IEEE Transactions on Communications 74, 8208-8221

CKMUAV
引用 4Cited by 4Scholar ↗DOI ↗
BibTeX
@article{scholaroqD4_j7ulsYC,
  title={Trajectory Optimization for Cellular-Connected UAV in Complex Environment with Partial CKM},
  author={Yuxuan Song and Haiquan Lu and Chiya Zhang and Beixiong Zheng and Yong Zeng},
  journal={IEEE Transactions on Communications},
  year={2026},
  volume={74},
  pages={8208--8221},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tcomm.2026.3689212},
  url={https://doi.org/10.1109/tcomm.2026.3689212}
}
期刊Journal2026

BS-1-to-N : Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks

Zhuoyin Dai, Di Wu, Yong Zeng, Xiaoli Xu, Xinyi Wang, Zesong Fei

IEEE Transactions on Mobile Computing, 1-17

CKM
引用 3Cited by 3Scholar ↗DOI ↗
BibTeX
@article{scholarSpPTWFSNUtQC,
  title={BS-1-to-N : Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks},
  author={Zhuoyin Dai and Di Wu and Yong Zeng and Xiaoli Xu and Xinyi Wang and Zesong Fei},
  journal={IEEE Transactions on Mobile Computing},
  year={2026},
  pages={1--17},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tmc.2026.3741079},
  url={https://doi.org/10.1109/tmc.2026.3741079}
}
预印本Preprint2026

A Scalable Cloud-Edge Collaborative CKM Construction Framework Enabled by a Foundation Prior Model

Sixu Xiao, Yong Zeng, Haotian Rong, Yanqun Tang

arXiv preprint arXiv:2602.07586

CKM
引用 2Cited by 2Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarj5aT6aphRxQC,
  title={A Scalable Cloud-Edge Collaborative CKM Construction Framework Enabled by a Foundation Prior Model},
  author={Sixu Xiao and Yong Zeng and Haotian Rong and Yanqun Tang},
  howpublished={arXiv preprint arXiv:2602.07586},
  year={2026},
  eprint={2602.07586},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2602.07586}
}
会议Conference2026

Channel Knowledge Map-Enabled NLoS ISAC Localization

Chentao Hong, Di Wu, Liang Wu, Zaichen Zhang, Yong Zeng

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

CKMISAC
引用 2Cited by 2Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarinmFHauC9wsC,
  title={Channel Knowledge Map-Enabled NLoS ISAC Localization},
  author={Chentao Hong and Di Wu and Liang Wu and Zaichen Zhang and Yong Zeng},
  booktitle={2026 IEEE Wireless Communications and Networking Conference (WCNC)},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/wcnc65185.2026.11555540},
  url={https://doi.org/10.1109/wcnc65185.2026.11555540}
}
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}
}
期刊Journal2026

Prior Information for 6G Network: From Channel Knowledge Map to Radio Profile

Boyu Ning, Songjie Yang, Weidong Mei, Yong Zeng, Jianhua Zhang

IEEE Communications Magazine, 1-8

CKM6G
引用 1Cited by 1Scholar ↗DOI ↗
BibTeX
@article{scholarBW2nPTmhBn4C,
  title={Prior Information for 6G Network: From Channel Knowledge Map to Radio Profile},
  author={Boyu Ning and Songjie Yang and Weidong Mei and Yong Zeng and Jianhua Zhang},
  journal={IEEE Communications Magazine},
  year={2026},
  pages={1--8},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/mcom.001.2600181},
  url={https://doi.org/10.1109/mcom.001.2600181}
}
预印本Preprint2026

Towards Intelligent Low-Altitude Wireless Network Deployment: Differentiable Channel Knowledge Map Construction and Trajectory Design

Le Zhao, Zesong Fei, Wenge Shi, Xinyi Wang, Jingxuan Huang, Jihao Luo, Yong Zeng

arXiv preprint arXiv:2605.07163

CKM
引用 1Cited by 1Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarwuD5JclIwkYC,
  title={Towards Intelligent Low-Altitude Wireless Network Deployment: Differentiable Channel Knowledge Map Construction and Trajectory Design},
  author={Le Zhao and Zesong Fei and Wenge Shi and Xinyi Wang and Jingxuan Huang and Jihao Luo and Yong Zeng},
  howpublished={arXiv preprint arXiv:2605.07163},
  year={2026},
  eprint={2605.07163},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2605.07163}
}
预印本Preprint2026

A Material-Aware Channel Model for Efficient CKM Generation via Environment Reconstruction

Xuancheng Zhu, Zhenjun Dong, Yong Zeng, Cheng-Xiang Wang

arXiv preprint arXiv:2609.08859

CKM
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarpUxgyZctzPYC,
  title={A Material-Aware Channel Model for Efficient CKM Generation via Environment Reconstruction},
  author={Xuancheng Zhu and Zhenjun Dong and Yong Zeng and Cheng-Xiang Wang},
  howpublished={arXiv preprint arXiv:2609.08859},
  year={2026},
  eprint={2609.08859},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2609.08859}
}
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}
}
期刊Journal2026

CKMDiff-EM: Expectation-Maximization-based Diffusion for Channel Knowledge Map Construction Using Corrupted Training Data

Shen Fu, Zhitong Chen, Yong Zeng

IEEE Transactions on Mobile Computing, 1-15

CKM
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@article{scholari91s68tWr-MC,
  title={CKMDiff-EM: Expectation-Maximization-based Diffusion for Channel Knowledge Map Construction Using Corrupted Training Data},
  author={Shen Fu and Zhitong Chen and Yong Zeng},
  journal={IEEE Transactions on Mobile Computing},
  year={2026},
  pages={1--15},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tmc.2026.3743947},
  url={https://doi.org/10.1109/tmc.2026.3743947}
}
会议Conference2026

Dynamic Channel Knowledge Map Construction from Sparse Measurements via Physics-Aware Hybrid Attention Transformer

Xingyu Tang, Haoxiang Zhang, Sixu Xiao, Di Wu, Ruoguang Li, Yong Zeng

2026 IEEE 37th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 1-6

CKM
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarpRWBApOjXDcC,
  title={Dynamic Channel Knowledge Map Construction from Sparse Measurements via Physics-Aware Hybrid Attention Transformer},
  author={Xingyu Tang and Haoxiang Zhang and Sixu Xiao and Di Wu and Ruoguang Li and Yong Zeng},
  booktitle={2026 IEEE 37th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/pimrc69400.2026.11712021},
  url={https://doi.org/10.1109/pimrc69400.2026.11712021}
}
期刊Journal2026

Environment-Aware Beamforming Prediction: A CKM-Inspired Approach

Yining Wang, Nan Ha, Le Zhao, Jing Jin, Xinyi Wang, Zesong Fei, Yong Zeng

IEEE Wireless Communications Letters 15, 5160-5164

CKM
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@article{scholarNtGNdKbuCngC,
  title={Environment-Aware Beamforming Prediction: A CKM-Inspired Approach},
  author={Yining Wang and Nan Ha and Le Zhao and Jing Jin and Xinyi Wang and Zesong Fei and Yong Zeng},
  journal={IEEE Wireless Communications Letters},
  year={2026},
  volume={15},
  pages={5160--5164},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/lwc.2026.3730915},
  url={https://doi.org/10.1109/lwc.2026.3730915}
}
预印本Preprint2026

Intelligent Beamforming and Handover via Physics-Informed Beam-Aware CKM Diffusion

Le Zhao, Zesong Fei, Xinyi Wang, Nan Ha, Yining Wang, Yong Zeng, Rui Zhang

arXiv preprint arXiv:2609.34704

CKM
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarAFXcoJnoRH0C,
  title={Intelligent Beamforming and Handover via Physics-Informed Beam-Aware CKM Diffusion},
  author={Le Zhao and Zesong Fei and Xinyi Wang and Nan Ha and Yining Wang and Yong Zeng and Rui Zhang},
  howpublished={arXiv preprint arXiv:2609.34704},
  year={2026},
  eprint={2609.34704},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2609.34704}
}
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}
}
会议Conference2026

Prototype of Joint CKM and 3D Environment Reconstruction System via UAV RF Measurements

Chaoyue Zhang, Zhiwen Zhou, Di Wu, Shiqi Zeng, Xiaoli Xu, Yong Zeng, Zaichen Zhang, Yongming Huang

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

CKMUAV
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@inproceedings{scholaroYLFIHfuHKwC,
  title={Prototype of Joint CKM and 3D Environment Reconstruction System via UAV RF Measurements},
  author={Chaoyue Zhang and Zhiwen Zhou and Di Wu and Shiqi Zeng and Xiaoli Xu and Yong Zeng and Zaichen Zhang and Yongming Huang},
  booktitle={ICC 2026 - IEEE International Conference on Communications},
  year={2026},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/icc59461.2026.11587053},
  url={https://doi.org/10.1109/icc59461.2026.11587053}
}
期刊Journal2026

Sensing the Variation of Wireless Propagation Environment Based on Channel Knowledge Map

Haohan Li, Wence Zhang, Xiaoyan Shao, Xu Bao, Jing Xia, Yong Zeng

IEEE Transactions on Wireless Communications 25, 25380-25393

CKM
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@article{scholar5LPo_wSKItgC,
  title={Sensing the Variation of Wireless Propagation Environment Based on Channel Knowledge Map},
  author={Haohan Li and Wence Zhang and Xiaoyan Shao and Xu Bao and Jing Xia and Yong Zeng},
  journal={IEEE Transactions on Wireless Communications},
  year={2026},
  volume={25},
  pages={25380--25393},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2026.3745059},
  url={https://doi.org/10.1109/twc.2026.3745059}
}
预印本Preprint2026

Universal CKM for Environment-Aware Wireless Networks: Enabling Cross-Device and Cross-Task Channel Knowledge Transfer

Haiquan Lu, Yong Zeng, Cheng-Xiang Wang, Xiqi Gao, Rui Zhang

arXiv preprint arXiv:2608.17382

CKM
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholara2necdfpwlEC,
  title={Universal CKM for Environment-Aware Wireless Networks: Enabling Cross-Device and Cross-Task Channel Knowledge Transfer},
  author={Haiquan Lu and Yong Zeng and Cheng-Xiang Wang and Xiqi Gao and Rui Zhang},
  howpublished={arXiv preprint arXiv:2608.17382},
  year={2026},
  eprint={2608.17382},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2608.17382}
}
预印本Preprint2026

Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis

Yuxuan Song, Yong Zeng, Xiping Wu, Guangchi Zhang, Cheng-Xiang Wang, Rui Zhang

arXiv preprint arXiv:2607.24283

CKM
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarsJK75vZXtG0C,
  title={Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis},
  author={Yuxuan Song and Yong Zeng and Xiping Wu and Guangchi Zhang and Cheng-Xiang Wang and Rui Zhang},
  howpublished={arXiv preprint arXiv:2607.24283},
  year={2026},
  eprint={2607.24283},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2607.24283}
}
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}
}
会议Conference2025

Generative CKM construction using partially observed data with diffusion model

Shen Fu, Zijian Wu, Di Wu, Yong Zeng

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

CKM
引用 21Cited by 21Scholar ↗DOI ↗
BibTeX
@inproceedings{scholar6ZzL7HXColQC,
  title={Generative CKM construction using partially observed data with diffusion model},
  author={Shen Fu and Zijian Wu and Di Wu and Yong Zeng},
  booktitle={2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)},
  year={2025},
  pages={1--5},
  publisher={IEEE},
  doi={10.1109/vtc2025-spring65109.2025.11174670},
  url={https://doi.org/10.1109/vtc2025-spring65109.2025.11174670}
}
期刊Journal2025

Prototyping and experimental results for ISAC-based channel knowledge map

Chaoyue Zhang, Zhiwen Zhou, Xiaoli Xu, Yong Zeng, Zaichen Zhang, Shi Jin

IEEE Transactions on Vehicular Technology 74 (7), 10719-10731

CKMISAC
引用 21Cited by 21Scholar ↗DOI ↗
BibTeX
@article{scholarVno172sVVMwC,
  title={Prototyping and experimental results for ISAC-based channel knowledge map},
  author={Chaoyue Zhang and Zhiwen Zhou and Xiaoli Xu and Yong Zeng and Zaichen Zhang and Shi Jin},
  journal={IEEE Transactions on Vehicular Technology},
  year={2025},
  volume={74},
  number={7},
  pages={10719--10731},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tvt.2025.3545785},
  url={https://doi.org/10.1109/tvt.2025.3545785}
}
期刊Journal2025

Channel knowledge map for cellular-connected UAV via binary bayesian filtering

Yuhang Yang, Xiaoli Xu, Yong Zeng, Haijian Sun, Rose Qingyang Hu

IEEE Transactions on Communications 73 (10), 9222-9235

CKMUAV
引用 17Cited by 17Scholar ↗DOI ↗
BibTeX
@article{scholarVRfTbSk87rEC,
  title={Channel knowledge map for cellular-connected UAV via binary bayesian filtering},
  author={Yuhang Yang and Xiaoli Xu and Yong Zeng and Haijian Sun and Rose Qingyang Hu},
  journal={IEEE Transactions on Communications},
  year={2025},
  volume={73},
  number={10},
  pages={9222--9235},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tcomm.2025.3554681},
  url={https://doi.org/10.1109/tcomm.2025.3554681}
}
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}
}
会议Conference2025

Differentiable Channel Knowledge Map Reconstruction via Kolmogorov-Arnold Networks

Le Zhao, Silu Zhao, Xinyi Wang, Jingxuan Huang, Zesong Fei, Yong Zeng

2025 Seventeenth International Conference on Wireless Communications and Signal Processing (WCSP), 1-5

CKM
引用 4Cited by 4Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarX5YyAB84Iw4C,
  title={Differentiable Channel Knowledge Map Reconstruction via Kolmogorov-Arnold Networks},
  author={Le Zhao and Silu Zhao and Xinyi Wang and Jingxuan Huang and Zesong Fei and Yong Zeng},
  booktitle={2025 Seventeenth International Conference on Wireless Communications and Signal Processing (WCSP)},
  year={2025},
  pages={1--5},
  publisher={IEEE},
  doi={10.1109/wcsp68525.2025.1010403},
  url={https://doi.org/10.1109/wcsp68525.2025.1010403}
}
会议Conference2025

3DCKMDiff: 3D CKM Construction Based on Generative Diffusion for Environment-Aware Low-Altitude Communication and Sensing

Haotian Rong, Yong Zeng, Xiaoli Xu, Ruoguang Li, Jie Xu

2025 IEEE/CIC International Conference on Communications in China (ICCC Workshops), 1-6

CKM
引用 3Cited by 3Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarWzTVkKNmPSkC,
  title={3DCKMDiff: 3D CKM Construction Based on Generative Diffusion for Environment-Aware Low-Altitude Communication and Sensing},
  author={Haotian Rong and Yong Zeng and Xiaoli Xu and Ruoguang Li and Jie Xu},
  booktitle={2025 IEEE/CIC International Conference on Communications in China (ICCC Workshops)},
  year={2025},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/icccworkshops67136.2025.11148205},
  url={https://doi.org/10.1109/icccworkshops67136.2025.11148205}
}
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}
}
会议Conference2025

Channel knowledge map-assisted dual-domain tracking for high-mobility wireless networks

Ruolin Du, Zhiqiang Wei, Zai Yang, Yong Zeng, Derrick Wing Kwan Ng

2025 IEEE International Conference on Communications Workshops (ICC Workshops), 336-341

CKM
引用 3Cited by 3Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarX4-KO54GjGYC,
  title={Channel knowledge map-assisted dual-domain tracking for high-mobility wireless networks},
  author={Ruolin Du and Zhiqiang Wei and Zai Yang and Yong Zeng and Derrick Wing Kwan Ng},
  booktitle={2025 IEEE International Conference on Communications Workshops (ICC Workshops)},
  year={2025},
  pages={336--341},
  publisher={IEEE},
  doi={10.1109/iccworkshops67674.2025.11162289},
  url={https://doi.org/10.1109/iccworkshops67674.2025.11162289}
}
预印本Preprint2025

Channel Knowledge Map Construction via Physics-Inspired Diffusion Model Without Prior Observations

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

arXiv preprint arXiv:2512.02757

CKM
引用 2Cited by 2Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarlK9BDNCuzFgC,
  title={Channel Knowledge Map Construction via Physics-Inspired Diffusion Model Without Prior Observations},
  author={Yunzhe Zhu and Xuewen Liao and Zhenzhen Gao and Linzhou Zeng and Yong Zeng},
  howpublished={arXiv preprint arXiv:2512.02757},
  year={2025},
  eprint={2512.02757},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2512.02757}
}
会议Conference2025

Secure Communication and Eavesdropper Localization via Channel Knowledge Map

Di Wu, Yong Zeng

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

CKM
引用 2Cited by 2Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarMDX3w3dAD3YC,
  title={Secure Communication and Eavesdropper Localization via Channel Knowledge Map},
  author={Di Wu and Yong Zeng},
  booktitle={2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring)},
  year={2025},
  pages={1--5},
  publisher={IEEE},
  doi={10.1109/vtc2025-spring65109.2025.11174851},
  url={https://doi.org/10.1109/vtc2025-spring65109.2025.11174851}
}
会议Conference2025

Efficient CKM Exchange via Semantic Communications

Yiou Shen, Shiyu Wang, Xiaoli Xu, Yong Zeng

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

CKM
引用 1Cited by 1Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarukw-9cB-YDkC,
  title={Efficient CKM Exchange via Semantic Communications},
  author={Yiou Shen and 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-spring65109.2025.11174889},
  url={https://doi.org/10.1109/vtc2025-spring65109.2025.11174889}
}
会议Conference2025

Supporting Urban Low-Altitude Economy: Channel Knowledge Map Inference Based on 3D Conditional GAN

Yonghao Wang, Ruoguang Li, Di Wu, Jiaqi Chen, Guangjie Han, Yong Zeng

2025 IEEE Globecom Workshops (GC Wkshps), 2210-2215

CKM
引用 1Cited by 1Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarK4-iKlO5MD4C,
  title={Supporting Urban Low-Altitude Economy: Channel Knowledge Map Inference Based on 3D Conditional GAN},
  author={Yonghao Wang and Ruoguang Li and Di Wu and Jiaqi Chen and Guangjie Han and Yong Zeng},
  booktitle={2025 IEEE Globecom Workshops (GC Wkshps)},
  year={2025},
  pages={2210--2215},
  publisher={IEEE},
  doi={10.1109/gcwkshps68340.2025.11590846},
  url={https://doi.org/10.1109/gcwkshps68340.2025.11590846}
}
会议Conference2025

Trajectory Optimization for Channel Knowledge Map Construction in Low-Altitude UAV Systems

Yuhang Yang, Xiaoli Xu, Yong Zeng

2025 IEEE/CIC International Conference on Communications in China (ICCC Workshops), 1-6

CKMUAV
引用 0Cited by 0Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarGYcXSSpN504C,
  title={Trajectory Optimization for Channel Knowledge Map Construction in Low-Altitude UAV Systems},
  author={Yuhang Yang and Xiaoli Xu and Yong Zeng},
  booktitle={2025 IEEE/CIC International Conference on Communications in China (ICCC Workshops)},
  year={2025},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/icccworkshops67136.2025.11148141},
  url={https://doi.org/10.1109/icccworkshops67136.2025.11148141}
}
综述Tutorial2024

A tutorial on environment-aware communications via channel knowledge map for 6G面向 6G 的基于信道知识地图的环境认知通信综述

Yong Zeng, Junting Chen, Jie Xu, Di Wu, Xiaoli Xu, Shi Jin, Xiqi Gao, David Gesbert, Shuguang Cui, Rui Zhang

IEEE Communications Surveys & Tutorials 26 (3), 1478-1519

Environment-AwareCKM6GTutorial
引用 501Cited by 501Scholar ↗DOI ↗
BibTeX
@article{scholarQyXJ3EUuO1IC,
  title={A tutorial on environment-aware communications via channel knowledge map for 6G},
  author={Yong Zeng and Junting Chen and Jie Xu and Di Wu and Xiaoli Xu and Shi Jin and Xiqi Gao and David Gesbert and Shuguang Cui and Rui Zhang},
  journal={IEEE Communications Surveys \& Tutorials},
  year={2024},
  volume={26},
  number={3},
  pages={1478--1519},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/comst.2024.3364508},
  url={https://doi.org/10.1109/comst.2024.3364508}
}
期刊Journal2024

How much data is needed for channel knowledge map construction?信道知识地图构建究竟需要多少数据?

Xiaoli Xu, Yong Zeng

IEEE Transactions on Wireless Communications 23 (10), 13011-13021

CKM ConstructionData EfficiencyWireless PredictionCKM
引用 99Cited by 99Scholar ↗DOI ↗
BibTeX
@article{scholarkzcSZmkxUKAC,
  title={How much data is needed for channel knowledge map construction?},
  author={Xiaoli Xu and Yong Zeng},
  journal={IEEE Transactions on Wireless Communications},
  year={2024},
  volume={23},
  number={10},
  pages={13011--13021},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2024.3397964},
  url={https://doi.org/10.1109/twc.2024.3397964}
}
期刊Journal2024

Environment-aware channel estimation via integrating channel knowledge map and dynamic sensing information

Di Wu, Yuelong Qiu, Yong Zeng, Fuxi Wen

IEEE Wireless Communications Letters 13 (12), 3608-3612

CKM
引用 35Cited by 35Scholar ↗DOI ↗
BibTeX
@article{scholarR22Rs3tN8aoC,
  title={Environment-aware channel estimation via integrating channel knowledge map and dynamic sensing information},
  author={Di Wu and Yuelong Qiu and Yong Zeng and Fuxi Wen},
  journal={IEEE Wireless Communications Letters},
  year={2024},
  volume={13},
  number={12},
  pages={3608--3612},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/lwc.2024.3482357},
  url={https://doi.org/10.1109/lwc.2024.3482357}
}
期刊Journal2024

Prototyping and experimental results for environment-aware millimeter wave beam alignment via channel knowledge map

Zhuoyin Dai, Di Wu, Zhenjun Dong, Kun Li, Dingyang Ding, Sihan Wang, Yong Zeng

IEEE Transactions on Vehicular Technology 73 (11), 16805-16816

CKM
引用 30Cited by 30Scholar ↗DOI ↗
BibTeX
@article{scholarrCNdntzdTkkC,
  title={Prototyping and experimental results for environment-aware millimeter wave beam alignment via channel knowledge map},
  author={Zhuoyin Dai and Di Wu and Zhenjun Dong and Kun Li and Dingyang Ding and Sihan Wang and Yong Zeng},
  journal={IEEE Transactions on Vehicular Technology},
  year={2024},
  volume={73},
  number={11},
  pages={16805--16816},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/tvt.2024.3419795},
  url={https://doi.org/10.1109/tvt.2024.3419795}
}
会议Conference2024

CKMImageNet: A comprehensive dataset to enable channel knowledge map construction via computer vision

Di Wu, Zijian Wu, Yuelong Qiu, Shen Fu, Yong Zeng

2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops), 114-119

CKM
引用 26Cited by 26Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarwyM6WWKXmoIC,
  title={CKMImageNet: A comprehensive dataset to enable channel knowledge map construction via computer vision},
  author={Di Wu and Zijian Wu and Yuelong Qiu and Shen Fu and Yong Zeng},
  booktitle={2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops)},
  year={2024},
  pages={114--119},
  publisher={IEEE},
  doi={10.1109/icccworkshops62562.2024.10693754},
  url={https://doi.org/10.1109/icccworkshops62562.2024.10693754}
}
会议Conference2024

Channel knowledge map-enhanced clutter suppression for integrated sensing and communication

Zihan Xu, Zhiwen Zhou, Di Wu, Yong Zeng

2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops), 90-95

CKMISAC
引用 21Cited by 21Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarnatZJ_-F0IUC,
  title={Channel knowledge map-enhanced clutter suppression for integrated sensing and communication},
  author={Zihan Xu and Zhiwen Zhou and Di Wu and Yong Zeng},
  booktitle={2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops)},
  year={2024},
  pages={90--95},
  publisher={IEEE},
  doi={10.1109/icccworkshops62562.2024.10693799},
  url={https://doi.org/10.1109/icccworkshops62562.2024.10693799}
}
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Conference2024

CKM-based environment-aware pilot reuse and channel estimation

Yuelong Qiu, Di Wu, Yong Zeng

2024 16th International Conference on Wireless Communications and Signal Processing (WCSP), 169-174

CKM
引用 6Cited by 6Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarPuOEWVtPfzwC,
  title={CKM-based environment-aware pilot reuse and channel estimation},
  author={Yuelong Qiu and Di Wu and Yong Zeng},
  booktitle={2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)},
  year={2024},
  pages={169--174},
  publisher={IEEE},
  doi={10.1109/wcsp62071.2024.10826592},
  url={https://doi.org/10.1109/wcsp62071.2024.10826592}
}
会议Conference2024

Real-time demo of ISAC-based channel knowledge map prototyping system

Chaoyue Zhang, Zhiwen Zhou, Yuhang Yang, Yuelong Qiu, Zhi Yu, Xiaoli Xu, Yong Zeng

2024 IEEE/CIC International Conference on Communications in China (ICCC), 295-296

CKMISAC
引用 2Cited by 2Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarKTwcwpFFj4wC,
  title={Real-time demo of ISAC-based channel knowledge map prototyping system},
  author={Chaoyue Zhang and Zhiwen Zhou and Yuhang Yang and Yuelong Qiu and Zhi Yu and Xiaoli Xu and Yong Zeng},
  booktitle={2024 IEEE/CIC International Conference on Communications in China (ICCC)},
  year={2024},
  pages={295--296},
  publisher={IEEE},
  doi={10.1109/iccc62479.2024.10681782},
  url={https://doi.org/10.1109/iccc62479.2024.10681782}
}
预印本Preprint2024

Environment-aware UAV Communications: CKM Construction and Predictive Beamforming

Shiqi Zeng, Xiaoli Xu, Yong Zeng

arXiv preprint arXiv:2404.12060

CKMUAV
引用 0Cited by 0Scholar ↗论文 ↗Paper ↗
BibTeX
@misc{scholarW2uZP3ddy8sC,
  title={Environment-aware UAV Communications: CKM Construction and Predictive Beamforming},
  author={Shiqi Zeng and Xiaoli Xu and Yong Zeng},
  howpublished={arXiv preprint arXiv:2404.12060},
  year={2024},
  eprint={2404.12060},
  archivePrefix={arXiv},
  url={https://arxiv.org/abs/2404.12060}
}
期刊Journal2023

Environment-aware hybrid beamforming by leveraging channel knowledge map利用信道知识地图的环境认知混合波束成形

Di Wu, Yong Zeng, Shi Jin, Rui Zhang

IEEE Transactions on Wireless Communications 23 (5), 4990-5005

Hybrid BeamformingmmWaveCKM
引用 153Cited by 153Scholar ↗DOI ↗
BibTeX
@article{scholarPyEswDtIyv0C,
  title={Environment-aware hybrid beamforming by leveraging channel knowledge map},
  author={Di Wu and Yong Zeng and Shi Jin and Rui Zhang},
  journal={IEEE Transactions on Wireless Communications},
  year={2023},
  volume={23},
  number={5},
  pages={4990--5005},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/twc.2023.3323941},
  url={https://doi.org/10.1109/twc.2023.3323941}
}
期刊Journal2023

Channel knowledge map (CKM)-assisted multi-UAV wireless network: CKM construction and UAV placement信道知识地图辅助的多无人机无线网络:CKM 构建与无人机部署

Haoyun Li, Peiming Li, Gaoyuan Cheng, Jie Xu, Junting Chen, Yong Zeng

Journal of Communications and Information Networks 8 (3), 256-270

Multi-UAVPlacement OptimizationCKMUAV
引用 37Cited by 37Scholar ↗DOI ↗
BibTeX
@article{scholarYsrPvlHIBpEC,
  title={Channel knowledge map (CKM)-assisted multi-UAV wireless network: CKM construction and UAV placement},
  author={Haoyun Li and Peiming Li and Gaoyuan Cheng and Jie Xu and Junting Chen and Yong Zeng},
  journal={Journal of Communications and Information Networks},
  year={2023},
  volume={8},
  number={3},
  pages={256--270},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.23919/jcin.2023.10272353},
  url={https://doi.org/10.23919/jcin.2023.10272353}
}
会议Conference2023

CKM-assisted LoS identification and predictive beamforming for cellular-connected UAV

Shiqi Zeng, Xiaoli Xu, Yong Zeng, Fan Liu

ICC 2023 - IEEE International Conference on Communications, 2877-2882

CKMUAV
引用 25Cited by 25Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarsszUF3NjhM4C,
  title={CKM-assisted LoS identification and predictive beamforming for cellular-connected UAV},
  author={Shiqi Zeng and Xiaoli Xu and Yong Zeng and Fan Liu},
  booktitle={ICC 2023 - IEEE International Conference on Communications},
  year={2023},
  pages={2877--2882},
  publisher={IEEE},
  doi={10.1109/icc45041.2023.10278702},
  url={https://doi.org/10.1109/icc45041.2023.10278702}
}
会议Conference2023

Environment-aware coordinated multi-point mmwave beam alignment via channel knowledge map

Di Wu, Yong Zeng

2023 IEEE International Conference on Communications Workshops (ICC Workshops), 1044-1049

CKM
引用 11Cited by 11Scholar ↗DOI ↗
BibTeX
@inproceedings{scholar1DsIQWDZLl8C,
  title={Environment-aware coordinated multi-point mmwave beam alignment via channel knowledge map},
  author={Di Wu and Yong Zeng},
  booktitle={2023 IEEE International Conference on Communications Workshops (ICC Workshops)},
  year={2023},
  pages={1044--1049},
  publisher={IEEE},
  doi={10.1109/iccworkshops57953.2023.10283607},
  url={https://doi.org/10.1109/iccworkshops57953.2023.10283607}
}
会议Conference2022

Channel knowledge map for environment-aware communications: EM algorithm for map construction

Kun Li, Peiming Li, Yong Zeng, Jie Xu

2022 IEEE Wireless Communications and Networking Conference (WCNC), 1659-1664

CKM
引用 84Cited by 84Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarPaBasH6fAo0C,
  title={Channel knowledge map for environment-aware communications: EM algorithm for map construction},
  author={Kun Li and Peiming Li and Yong Zeng and Jie Xu},
  booktitle={2022 IEEE Wireless Communications and Networking Conference (WCNC)},
  year={2022},
  pages={1659--1664},
  publisher={IEEE},
  doi={10.1109/wcnc51071.2022.9771802},
  url={https://doi.org/10.1109/wcnc51071.2022.9771802}
}
会议Conference2022

Environment-aware wireless localization enabled by channel knowledge map

Yang Long, Yong Zeng, Xiaoli Xu, Yongming Huang

GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 5354-5359

CKM
引用 26Cited by 26Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarEPG8bYD4jVwC,
  title={Environment-aware wireless localization enabled by channel knowledge map},
  author={Yang Long and Yong Zeng and Xiaoli Xu and Yongming Huang},
  booktitle={GLOBECOM 2022 - 2022 IEEE Global Communications Conference},
  year={2022},
  pages={5354--5359},
  publisher={IEEE},
  doi={10.1109/globecom48099.2022.10001045},
  url={https://doi.org/10.1109/globecom48099.2022.10001045}
}
会议Conference2022

Derivative-free placement optimization for multi-UAV wireless networks with channel knowledge map

Haoyun Li, Peiming Li, Jie Xu, Junting Chen, Yong Zeng

2022 IEEE International Conference on Communications Workshops (ICC Workshops), 1029-1034

CKMUAV
引用 18Cited by 18Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarCdxZDUztZiMC,
  title={Derivative-free placement optimization for multi-UAV wireless networks with channel knowledge map},
  author={Haoyun Li and Peiming Li and Jie Xu and Junting Chen and Yong Zeng},
  booktitle={2022 IEEE International Conference on Communications Workshops (ICC Workshops)},
  year={2022},
  pages={1029--1034},
  publisher={IEEE},
  doi={10.1109/iccworkshops53468.2022.9814544},
  url={https://doi.org/10.1109/iccworkshops53468.2022.9814544}
}
期刊Journal2021

Toward environment-aware 6G communications via channel knowledge map走向基于信道知识地图的环境认知 6G 通信

Yong Zeng, Xiaoli Xu

IEEE Wireless Communications 28 (3), 84-91

Environment-AwareCKM6G
引用 417Cited by 417Scholar ↗DOI ↗
BibTeX
@article{scholarNyGDZy8z5eUC,
  title={Toward environment-aware 6G communications via channel knowledge map},
  author={Yong Zeng and Xiaoli Xu},
  journal={IEEE Wireless Communications},
  year={2021},
  volume={28},
  number={3},
  pages={84--91},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  doi={10.1109/mwc.001.2000327},
  url={https://doi.org/10.1109/mwc.001.2000327}
}
会议Conference2021

Environment-aware and training-free beam alignment for mmWave massive MIMO via channel knowledge map

Di Wu, Yong Zeng, Shi Jin, Rui Zhang

2021 IEEE International Conference on Communications Workshops (ICC Workshops), 1-7

CKM
引用 88Cited by 88Scholar ↗DOI ↗
BibTeX
@inproceedings{scholar48xauSegjOkC,
  title={Environment-aware and training-free beam alignment for mmWave massive MIMO via channel knowledge map},
  author={Di Wu and Yong Zeng and Shi Jin and Rui Zhang},
  booktitle={2021 IEEE International Conference on Communications Workshops (ICC Workshops)},
  year={2021},
  pages={1--7},
  publisher={IEEE},
  doi={10.1109/iccworkshops50388.2021.9473871},
  url={https://doi.org/10.1109/iccworkshops50388.2021.9473871}
}
会议Conference2021

Environment-aware beam selection for IRS-aided communication with channel knowledge map

Dingyang Ding, Di Wu, Yong Zeng, Shi Jin, Rui Zhang

2021 IEEE Globecom Workshops (GC Wkshps), 1-6

CKMIRS / RIS
引用 34Cited by 34Scholar ↗DOI ↗
BibTeX
@inproceedings{scholarjgBuDB5drN8C,
  title={Environment-aware beam selection for IRS-aided communication with channel knowledge map},
  author={Dingyang Ding and Di Wu and Yong Zeng and Shi Jin and Rui Zhang},
  booktitle={2021 IEEE Globecom Workshops (GC Wkshps)},
  year={2021},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/gcwkshps52748.2021.9681979},
  url={https://doi.org/10.1109/gcwkshps52748.2021.9681979}
}
会议Conference2021

Simultaneous environment sensing and channel knowledge mapping for cellular-connected UAV

Yijia Huang, Yong Zeng

2021 IEEE Globecom Workshops (GC Wkshps), 1-6

CKMUAV
引用 11Cited by 11Scholar ↗DOI ↗
BibTeX
@inproceedings{scholar3NQIlFlcGxIC,
  title={Simultaneous environment sensing and channel knowledge mapping for cellular-connected UAV},
  author={Yijia Huang and Yong Zeng},
  booktitle={2021 IEEE Globecom Workshops (GC Wkshps)},
  year={2021},
  pages={1--6},
  publisher={IEEE},
  doi={10.1109/gcwkshps52748.2021.9682178},
  url={https://doi.org/10.1109/gcwkshps52748.2021.9682178}
}