教师名录
liutaijun@luntanseqing.com
智能无线技术与具身智能
近五年主要科研成果:
一、学术论文:
[1] Jiacheng Ye, Junshi Lv, Gaoming Xu, Taijun Liu, “Leaky Cable Perimeter Intrusion Detection Based on Deep Reinforcement Learning,” IEEE Internet of Things Journal, Vol. 11, no. 12, pp. 22616-22627, March, 2024.
[2] Jiacheng Wang,Rina Su, Junshi Lv, Gaoming Xu, Taijun Liu, “Signal Reconstruction Deep Residual Neural Network-Based Bandwidth Augmented Methods for DPD Linearization”. IEEE Microwave and Wireless Technology Letters. Vol.33, no.3, pp.243-246, March, 2023.
[3] Rina Su, Taijun Liu, Yan Ye, & Gaoming Xu. Non-linear dynamic behaviour modelling for broadband power amplifiers based on deep convolution generative adversarial networks. Electronics Letters. Vol.57, mo.7, pp.300-302, July, 2021.
[4] Junshi Lv, Gaoming Xu, Chengting Zhang, Haili Zhang, Taijun Liu. Full-Wave Digital Predistortion Linearization Based on Memory Polynomials for HF Power Amplifiers. IEEE Access. Vol.12, pp. 29362 – 29372,2024.
[5] Gaoming Xu, Junshi Lv, Linzhe Miao, Yi Chen, Xiupu Zhang, Taijun Liu. GRU-Attention Model for Linearizing Millimeter-Wave Transmitters in Vehicle to Satellite Communication Systems. IEEE Transactions on Vehicular Technology. Vol.73, no.11, pp.15992–16000, November, 2024.
[6] Wentao Lin, Ping Zhao, Tae-Hak Lee, Taijun Liu, Jean-Jacques Laurin, Ke Wu. Tunable Bandpass Filters With Reconfigurable Symmetric Transmission Zeros on Real or Imaginary Axis. IEEE Journal of Microwaves. Vol.2, no.1, pp.145-161 , January 2022.
[7] .Minyong Huang, Yunlong Lu, Qi-Ang Zhu, Milan Salek ,Yi Wang, Jifu Huang, Taijun Liu. Highly Integrated PA-PIFA With a Wide Frequency Tuning Range. IEEE Antennas and Wireless Propagation Letters. Vol.20, no.8, pp.1433 - 1437, August, 2021.
[8] Wenhan Li, Jiangong Wang, Taijun Liu, Gaoming Xu. Few-Shot Specific Emitter Identification Based on a Contrastive Masked Learning Framework. IEEE Communications Letters. Vol.29, no.2, pp.408-412, February, 2025.
[9] Wenhan Li, Taijun Liu, Hua Chen, Gaoming Xu. A Signal-Understanding Semi-Supervised Learning Framework for Signal Recognition. IEEE Communications Letters. Vol.28, no..12, pp.2789-2793, December 2024.
[10] Gaoming Xu; Jian Liu; Wushuai Liu; Yi Chen; Taijun Liu; Shuomin Zhong. Analog Predistorter for RoF Fronthaul Link Excited by a 400MHz Bandwidth 5G NR Signal. IEEE Transactions on Circuits and Systems II: Express Briefs. Vol.71, no.8, pp.3975-3979, August, 2024.
二、项目课题:
[1] 国家自然科学基金/联合基金重点项目,5G可重构高能效毫米波前端一体化设计理论及关键技术研究,U1809203,2019.1-2022.12,主持;
[2] 国家自然科学基金/面上项目,6G毫米波功放自适应宽带模拟预失真线性化理论与关键技术研究,62371266,2024.1-2027.12,主持;
[3] 企事业单位委托项目,基于AI大模型的船舶通导设备远程智能监测关键技术研发,HX2024000499,2024.4.1-2027.5.31,主持(宁波高新区重大专项子课题);
[4] 招投标项目,基于码分多址注入法的配电线路故障监测与定位技术研究,HX2024000711,2024.08.15-2025.06.30,主持;
[5] 企事业单位委托项目,射频有源电路及测试软件开发, HX2024000497, 2024.07.14—2029.07.13,主持;
[6] 企事业单位委托项目,针对卷烟制造现场的5G与其他无线信号的电磁兼容与空间信号分布及优化技术研究,HX2023000311,2023.06.01—2025.05.31,主持;
[7] 横向项目,燃气自闭阀智能感知关键技术研发(江北), HX2024000573, 2024.07.01—2026.06.30,主持。
三、获奖情况:
1. 2023年,中国通信学会,科学技术奖一等奖(自然科学)