一.主要研究方向
1.无线定位与感知技术 2.深度学习算法及其工程应用 3.数据分析与挖掘技术
二.近三年来主持的项目（2021年-2023年）
1.高效实时的物联网定位技术研究，国家自然科学基金面上项目, 2018.1-2021.12
2.机器视觉处理软件开发合同，企业横向课题, 2021.12-2023.12
3.大数据驱动的虚拟电厂精细化调控及运营技术研究所需精细化负荷辨识及预测技术, 企业横向课题, 2022.1-2024.6
4.综合能源管理提升策略研究,
企业横向课题, 2022.3-2024.12
5.湖北电科院基于电力物联网的源网荷储控关键技术研究服务，企业横向课题 2022.5-2024.12
6.基于数据挖掘和人工智能的智慧能源系统研究，企业横向课题, 2023.1-2024.12
三.
近三年来第一作者发表的文章（2021年-2023年）
1. Jun Yan, Zheng Huang and Xiaohuan Wu, Smartphone
based indoor localization using machine learning and multi-source information fusion,
IEEE Transactions on Aerospace and
Electronic Systems (Accepted).
2. Jun Yan, Yibo Cui, and Wei Wang, A
Three-level Federated Learning Framework for CSI Fingerprint based Indoor
Localization in Multiple Servers Environment, IEEE Communications Letters (Accepted)
3. Jun Yan, Yimei Zhang, Bin Kang,
Wei-Ping Zhu, and Daniel Pak-Kong Lun, Multiple binocular cameras-based indoor
localization technique using deep learning and multimodal fusion, IEEE Sensors Journal, 2022,
22(2):1597-1608
4. Jun Yan, Guowen Qi, Bin Kang, Xiaohuan
Wu, Huaping Liu, Extreme learning machine for accurate indoor localization using
RSSI fingerprints in multi-floor environments, IEEE Internet of Things Journal, 2021, 8(19):14623-14637.
5. Jun Yan, Lingpeng Wan, Wu Wei, Xiaofu
Wu , Wei-Ping Zhu , and Daniel Pak-Kong Lun, Device-free activity detection and
wireless localization based on CNN using channel state information measurement,
IEEE Sensors Journal, 2021, 21(21):
24482-24494.
6. Jun Yan, Yiming Cao, Bin Kang, Xiaohuan
Wu, Liang Chen, An ELM-based semi-supervised indoor localization technique with
clustering analysis and feature extraction, IEEE
Sensors Journal, 2021, 21(3): 3635-3644.
7. Jun Yan, Chuanhui Ma, Bin Kang,
Xiaohuan Wu, and Huaping Liu, Extreme learning machine and AdaBoost-based localization
using CSI and RSSI, IEEE Communications Letters,2021,
25(6):1906-1910.
