代表性学术成果：
代表论文 [1] Feng Duan*, Yikang Yang, “Recognizing Missing Electromyography Signal by Data Split-Reorganization Strategy and Weight Based Multiple Neural Network Voting Method,” IEEE Transactions on Neural Networks and Learning Systems (Early Access), DOI: 10.1109/TNNLS.2021.3105595,2021.（SCI一区） [2] Feng Duan, Lili Dai, “Recognizing the Gradual Changes in sEMG Characteristics Based on Incremental Learning of Wavelet Neural Network Ensemble,” IEEE Trans. on Industrial Electronics, vol. 64, no. 5, pp. 4276-4286, 2017. （SCI一区） [3] Feng Duan*, Lili Dai, Wennan Chang, Zengqiang Chen, Chi Zhu*, Wei Li, “sEMG-Based Identification of Hand Motion Commands Using Wavelet Neural Network Combined with Discrete Wavelet Transform,” IEEE Trans. on Industrial Electronics, vol. 63, no. 3, pp. 1923-1934, 2016. （SCI一区） [4] Feng Duan*, Zihao Huang, Zhe Sun*, Yu Zhang, Qibin Zhao, Andrzej Cichocki, Zhenglu Yang, Jordi Solé-Casals*, “Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG,” IEEE Trans. on Neural Systems and Rehabilitation Engineering, vol. 28, no. 10, pp. 2164-2172, DOI: 10.1109/TNSRE.2020.3014951, 2020. （SCI一区） [5] Jin Zhang, Fan Feng, Pere Marti-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan*, Jordi Solé-Casals*, “Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-Dimensional Signals Based on Serialization,” Information Sciences, vol. 581, no. 2021, pp. 215-232, December 2021, DOI: 10.1016/j.ins.2021.09.033.（SCI一区） [6] Feng Duan*, Hao Jia, Zhiwen Zhang, Fan Feng, Ying Tan, Yangyang Dai, Andrzej Cichocki, Zhenglu Yang, Cesar F. Caiafa*, Zhe Sun*, and Jordi Sol´e-Casals*, “On the Robustness of EEG Tensor Completion Methods,” Science China-Technological Sciences, vol. 64, no. 9, pp. 1828-1842, SEP 2021, DOI: 10.1007/s11431-020-1839-5. （SCI二区） [7] Feng Duan*, Jianing Xue, Zhe Sun, Xuyi Chen, Yu Liu, and Hiroshi Yokoi, “A Novel Waterproof sEMG Electrode Based on Conductive Silicone for Underwater Signal Recognition,” IEEE Sensors Journal, vol. 21, no. 18, pp. 20388-20397, September 15, 2021. DOI: 10.1109/JSEN.2021.3095118.（SCI二区） [8] Binghua Li, Zhiwen Zhang, Feng Duan*, Zhenglu Yang, Qibin Zhao, Zhe Sun*, Jordi Solé-Casals*, “Component-mixing Strategy: A Decomposition-based Data Augmentation Algorithm for Motor Imagery Signals,” Neurocomputing, vol. 465, no. 2021, pp. 325–335, 2021. （SCI二区） [9] Jin Zhang, Fan Feng, Tianyi Han, Feng Duan*, Zhe Sun*, Cesar F. Caiafa, Jordi Solé-Casals*, “A Hybrid Method to Select Morphometric Features Using Tensor Completion and F-Score Rank for Gifted Children Identification,” Science China-Technological Sciences, vol. 64, no. 9, pp. 1863-1871, SEP 2021, DOI: 10.1007/s11431-020-1876-3. （SCI二区） [10] Jin Zhang, Fan Feng, Tianyi Han, Xiaoli Gong, Feng Duan*, “Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning,” Cognitive Computation, 2022, DOI: 10.1007/s12559-021-09981-z. (SCI二区)
专著 [1] F. Duan, J. T. C. Tan, R. Kato, C. Zhu, T. Arai, Chapter “Multi-Modal Assembly-Support System for Cellular Manufacturing,” in Book “Operations Management Research and Cellular Manufacturing: Innovative Methods and Approaches,” IGI Global, Slovakia, EU, 2011. [1] J. T. C. Tan, F. Duan, R. Kato, T. Arai, Chapter “Collaboration Planning by Task Analysis in Human-Robot Collaborative Manufacturing System,” in Book “Advances in Robot Manipulators,” In-Tech Publications, Austria, EU, 2010.
主要科研项目 [1] 全方位移动外骨骼机器人关键技术及应用研究，国家重点研发计划 [2] 无创深部脑刺激对提升人体运动能力的影响及其机制研究，国家自然科学基金重点项目 [3] 基于人体运动意识与运动机能特性的步行辅助机器人协调控制系统研究，国家自然科学基金面上项目 [4] 基于认知模型的步行辅助机器人与老年人协调控制研究，国家自然科学基金青年科学基金项目 [5] 基于人体运动意识与机能特性的步行康复机器人协调控制系统研究，天津杰出青年科学基金 [6] 智能肌电假手关键技术研发及产业化应用，天津市支撑计划 [7] 基于移动知的助老康复机器人技术开发及集成应用研究，天津市国际合作项目 科技奖 1. 急性脑卒中时效救治器械和智能康复设备创制及临床应用，天津市科技进步一等奖，2022 2. 智能肌电假手关键技术，天津市科技进步二等奖，2020 3. 基于力导纳技术的全方位移动助力机器人产业化，天津市科技进步二等奖，2018
专利 [1] 段峰，代莉莉，李文宇，机械手及其传动结构 发明专利 (专利号ZL201410232663.6) [2] 段峰，邢庆龙，孙家环，刘振强，朱赤，郭子健，喻天佑，张岩，郭镇净，郁洲，一种翻滚轮式机器人底盘 发明专利（专利号ZL201910008931.9） [3] 段峰，张丽娜，一种视觉融合的服务机器人控制方法 发明专利 (专利号ZL202011073216.2) [4] 段峰，刘振强，史亮，邢庆龙，一种外肢体辅助作业机械臂 发明专利(专利号ZL201810320697.9) [5] 段峰，薛佳宁，杨怡康，一种基于导电硅胶的防水肌电信号传感器 发明专利（专利号ZL201910620185.9） [6] 段峰，贾浩，孙哲，张志文，杨征路，乔治·苏来·卡萨尔斯，基于EMD数据增强的卷积神经模型的SSVEP脑电分类方法 发明专利（专利号ZL201811420448.3） [7] 张振波，李琦， 刘仁庚，安淑苗，段峰，张钊，韩顺，谢灵月，柳仁松，车辆的制动控制方法和系统 发明专利（专利号ZL201610060881.5） [8] 段峰，王春伟，康培培，司付庆，外骨骼助力康复装置 实用新型 (专利号ZL201320567040.5) [9] 段峰，康培培，王春伟，步行助力机器人 外观设计 (专利号ZL201330443181.1) [10] 段峰，代莉莉，王春伟，五指独立驱动仿真手 外观设计(专利ZL201330438260.3) [11] 段峰，脑电信号多点位采集仪 外观设计（专利号ZL201930087784.X） [12] 段峰，邢鹏，黎炳华，弹性脑电采集设备 外观设计（专利号ZL201930447772.3) |
