教育背景
- 2005 - 2014 上海交通大学机械电子工程专业博士
- 2000 - 2003 上海交通大学机械电子工程专业硕士
- 1996 - 2000 上海交通大学机械工程专业学士
工作经历
- 2015-至今 上海交通大学机械与动力工程学院机器人研究所 副研究员,
- 2005 - 2014 上海交通大学机械与动力工程学院机器人研究所 讲师,
- 2003 - 2005 上海交通大学机械与动力工程学院机器人研究所 助理工程师,
研究方向
- 1)机器人学
- 2)生机电一体化智能系统
科研项目
- 2022 – 2025,国家自然科学基金面上项目,面向连续运动解码的神经信号驱动肌骨模型研究,在研,负责人
- 2020 – 2022,上海市卫健委专项课题,多模式智能按摩机器人研发,在研,负责人
- 2019 – 2022,国家重点研发计划“智能机器人”专项课题,运动-感觉双向神经通路重建,在研,负责人
- 2018 – 2020,国家自然科学基金共融机器人重大研究计划培育项目,基于运动单元动作电位序列的肌电解码与假肢连续运动控制,结题,负责人
- 2018 – 2019,工信部智能制造专项,年产2万吨超细旦氨纶纤维智能制造新模式应用,结题,课题负责人
- 2017 – 2019,上海市科委基础重点项目,面向人机双向交互的电刺激编码与触觉反馈技术,结题,负责人
- 2015 – 2017,国家科技支撑项目子课题,机器人作业系统协调运动控制研究,结题,负责人
- 2014 – 2017,国家自然科学基金项目,多模式人体刺激与生机电仿人假肢手的增强式生机接口研究,结题,负责人
- 2009 – 2011, 国家自然科学基金项目,高密度玻璃覆晶(COG)封装的凸点植球(POB)方法研究及应用,结题,负责人
- 2011 – 2014,上海市科委重点攻关项目,实体瘤腹膜播散腹腔温热灌注治疗方法与设备研发,交大负责人
- 2015 – 2017,张江管委会重点专项课题,航拍用无人机原理样机开发,结题,交大负责人
- 2021 – 2026,企业委托(汇禾医疗),上海交通大学-汇禾医疗机器人联合研发中心,在研,负责人
- 2021 – 2023,横向委托(西安电子科大),灵巧手指尖抓取识别与机械臂接近觉感知研究,在研,负责人
- 2021 – 2023,企业委托(中国天楹),混合可回收物机器人智能分拣技术,在研,负责人
- 2020 – 2021,企业委托(一汽模具),红旗智能监测系统外委项目,结题,负责人
- 2015 – 2016,企业委托(上海坤浩),脉象采集与远端复现设备研发项目,结题,负责人
- 2017 – 2019,企业委托(中国天楹),垃圾焚烧炉自动焊装线设计与优化,结题,负责人
- 2011 – 2013,企业委托(宁夏路桥),预应力构件张拉自动控制系统研发项目,结题,负责人
论文信息
- 1) L. Yao, X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Performance of Brain–Computer Interfacing Based on Tactile Selective Sensation and Motor Imagery," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, pp. 60-68, 2018.
- 2) L. Yao, X. Sheng, N. Mrachacz-Kersting, X. Zhu, D. Farina, and N. Jiang, "Decoding Covert Somatosensory Attention by a BCI System Calibrated With Tactile Sensation," IEEE Transactions on Biomedical Engineering, vol. 65, pp. 1689-1695, 2018.
- 3) X. Zhu, J. Liu, D. Zhang, X. Sheng, and N. Jiang, "Cascaded Adaptation Framework for Fast Calibration of Myoelectric Control," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, pp. 254-264, 2017.
- 4) L. Yao, X. Sheng, D. Zhang, N. Jiang, N. Mrachacz-Kersting, X. Zhu, and D. Farina, "A Stimulus-Independent Hybrid BCI Based on Motor Imagery and Somatosensory Attentional Orientation," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, pp. 1674-1682, 2017.
- 5) L. Yao, X. Sheng, D. Zhang, N. Jiang, D. Farina, and X. Zhu, "A BCI System Based on Somatosensory Attentional Orientation," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, pp. 81-90, 2017.
- 6) X. Shu, L. Yao, X. Sheng, D. Zhang, and X. Zhu, "Enhanced Motor Imagery-Based BCI Performance via Tactile Stimulation on Unilateral Hand," Frontiers in Human Neuroscience, vol. 11, 2017-December-01 2017.
- 7) L. Pan, D. Zhang, N. Jiang, X. Sheng, and X. Zhu, "Transcranial direct current stimulation versus user training on improving online myoelectric control for amputees," Journal of Neural Engineering, vol. 14, p. 046019, 2017.
- 8) W. Guo, X. Sheng, H. Liu, and X. Zhu, "Toward an Enhanced Human-Machine Interface for Upper-Limb Prosthesis Control With Combined EMG and NIRS Signals," IEEE Transactions on Human-Machine Systems, vol. 47, pp. 564-575, 2017.
- 9) W. Guo, X. Sheng, H. Liu, and X. Zhu, "Mechanomyography Assisted Myoeletric Sensing for Upper-Extremity Prostheses: A Hybrid Approach," IEEE Sensors Journal, vol. 17, pp. 3100-3108, 2017.
- 10) J. Liu, X. Sheng, D. Zhang, N. Jiang, and X. Zhu, "Towards Zero Retraining for Myoelectric Control Based on Common Model Component Analysis," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, pp. 444-454, 2016.
- 11) J. Liu, X. Sheng, D. Zhang, J. He, and X. Zhu, "Reduced Daily Recalibration of Myoelectric Prosthesis Classifiers Based on Domain Adaptation," IEEE journal of biomedical and health informatics, vol. 20, pp. 166-176, 2016.
- 12) L. Hua, X. Sheng, and X. Zhu, "High-performance transmission mechanism for robotic applications," Mechanism and Machine Theory, vol. 105, pp. 176-184, 2016.
- 13) W. Guo, X. Sheng, H. Liu, and X. Zhu, "Development of a Multi-Channel Compact-Size Wireless Hybrid sEMG/NIRS Sensor System for Prosthetic Manipulation," IEEE Sensors Journal, vol. 16, pp. 447-456, 2016.
- 14) L. Yao, J. Meng, X. Sheng, D. Zhang, and X. Zhu, "A novel calibration and task guidance framework for motor imagery BCI via a tendon vibration induced sensation with kinesthesia illusion," Journal of Neural Engineering, vol. 12, p. 016005, 2015.
- 15) X. Shu, L. Yao, J. Meng, X. Sheng, and X. Zhu, "Visual Stimulus Background Effects on SSVEP-Based BCI Towards a Practical Robot Car Control," International Journal of Humanoid Robotics, p. 1550014, 2015.
- 16) L. Pan, D. Zhang, X. Sheng, and X. Zhu, "Improving myoelectric control for amputees through transcranial direct current stimulation," IEEE Transactions on Biomedical Engineering, vol. 62, pp. 1927-1936, 2015.
- 17) L. Pan, D. Zhang, N. Jiang, X. Sheng, and X. Zhu, "Improving robustness against electrode shift of high density EMG for myoelectric control through common spatial patterns," Journal of NeuroEngineering and Rehabilitation, vol. 12, pp. 1-16, 2015.
- 18) J. Meng, L. Yao, X. Sheng, D. Zhang, and X. Zhu, "Simultaneously Optimizing Spatial Spectral Features Based on Mutual Information for EEG Classification," Biomedical Engineering, IEEE Transactions on, vol. 62, pp. 227-240, 2015.
- 19) J. He, D. Zhang, X. Sheng, S. Li, and X. Zhu, "Invariant Surface EMG Feature Against Varying Contraction Level for Myoelectric Control Based on Muscle Coordination," IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 874-882, 2015.
- 20) J. He, D. Zhang, N. Jiang, X. Sheng, D. Farina, and X. Zhu, "User adaptation in long-term, open-loop myoelectric training: implications for EMG pattern recognition in prosthesis control," Journal of Neural Engineering, vol. 12, p. 046005, 2015.
- 21) L. Yao, J. Meng, D. Zhang, X. Sheng, and X. Zhu, "Combining Motor Imagery With Selective Sensation Toward a Hybrid-Modality BCI," IEEE Transactions on Biomedical Engineering, vol. 61, pp. 2304-2312, 2014.
- 22) X. Sheng, L. Hua, D. Zhang, and X. Zhu, "Design and Testing of a Self-Adaptive Prosthetic Finger with a Compliant Driving Mechanism," International Journal of Humanoid Robotics, vol. 11, p. 1450026, 2014.
- 23) L. Pan, D. Zhang, J. Liu, X. Sheng, and X. Zhu, "Continuous estimation of finger joint angles under different static wrist motions from surface EMG signals," Biomedical Signal Processing and Control, vol. 14, pp. 265-271, 2014.
- 24) J. Meng, X. Sheng, D. Zhang, and X. Zhu, "Improved Semisupervised Adaptation for a Small Training Dataset in the Brain-Computer Interface," IEEE Journal of Biomedical and Health Informatics, vol. 18, pp. 1461-1472, 2014.
- 25) J. Liu, D. Zhang, X. Sheng, and X. Zhu, "Quantification and solutions of arm movements effect on sEMG pattern recognition," Biomedical Signal Processing and Control, vol. 13, pp. 189-197, 2014.
- 26) S. Li, X. Sheng, H. Liu, and X. Zhu, "Design of a myoelectric prosthetic hand implementing postural synergy mechanically," Industrial Robot: An International Journal, vol. 41, pp. 447-455, 2014.
- 27) S. Li, J. He, X. Sheng, H. Liu, and X. Zhu, "Synergy-Driven Myoelectric Control for EMG-Based Prosthetic Manipulation: A Case Study," International Journal of Humanoid Robotics, vol. 11, p. 1450013, 2014.
- 28) L. Jia, X. Sheng, Z. Xiong, Z. Wang, and H. Ding, "Particle on Bump (POB) technique for ultra-fine pitch chip on glass (COG) applications by conductive particles and adhesives," Microelectronics reliability, vol. 54, pp. 825-832, 2014.
- 29) L. Yao, J. Meng, D. Zhang, X. Sheng, and X. Zhu, "Selective Sensation Based Brain-Computer Interface via Mechanical Vibrotactile Stimulation," PLoS ONE, vol. 8, p. e64784, 2013.
- 30) X. Xu, Z. Xiong, X. Sheng, J. Wu, and X. Zhu, "A new time synchronization method for reducing quantization error accumulation over real-time networks: Theory and experiments," IEEE Transactions on Industrial Informatics, vol. 9, pp. 1659-1669, 2013.
- 31) X. Sheng, L. Jia, Z. Xiong, Z. Wang, and H. Ding, "ACF-COG interconnection conductivity inspection system using conductive area," Microelectronics reliability, vol. 53, pp. 622-628, 2013.
- 32) X. Sheng, L. Jia, Z. Xiong, and H. Ding, "An automatic bump detecting system for LCD COG module using fuzzy reasoning," International Journal of Fuzzy Systems, vol. 14, pp. 296-304, 2012.
专利著作
- 1) 袁鑫,熊振华,盛鑫军,贾磊,朱向阳,基于分水岭算法和形态学标记的图像分割方法,发明专利,授权号:ZL201410136163.2
- 2) 朱向阳,李顺冲,盛鑫军,一种适用于欠驱动机械手的抓取仿真系统,发明专利,授权号:ZL201510261075.X
- 3) 张建荣,言勇华,朱向阳,盛鑫军,熊振华,一种牛奶包装箱自动抓取机构,发明专利,授权号:ZL201510213941.8
- 4) 熊振华,袁鑫,盛鑫军,朱向阳,基于分水岭算法和最小生成树的分布均匀性评估方法,发明专利,授权号:ZL201410576808.4
- 5) 熊振华,袁鑫,盛鑫军,朱向阳,批量微液滴及微结构的电流体动力制备装置和方法,发明专利,授权号:ZL201510107946.2
- 6) 朱向阳,华磊,盛鑫军,一种具有高驱动速度和大驱动力的机械传动装置,发明专利,授权号:ZL201510232371.7
- 7) 朱向阳,华磊,盛鑫军,一种三自由度仿人手腕装置,发明专利,授权号:ZL201510249639.8
- 8) 朱向阳,华磊,盛鑫军,一种两自由度仿人手腕装置,发明专利,授权号:ZL201510249655.7
- 9) 熊振华,袁鑫,盛鑫军,朱向阳,一种微纳米颗粒分散分布的分析评估方法,发明专利,授权号:ZL201410138109.1
- 10) 盛鑫军,王腾,朱向阳,杨秋蒙,腹腔温热化疗循环管路装置,发明专利,授权号:ZL201410008370.X
- 11) 朱向阳,郭伟超,姚鹏飞,盛鑫军,一种表面肌电和近红外光谱联合采集装置,发明专利,授权号:ZL201310585071.8
- 12) 朱向阳,华磊,盛鑫军,具有形状自适应的欠驱动机械手指,发明专利,授权号:ZL201410046730.5
- 13) 朱向阳,姚鹏飞,邱中一,郭伟超,盛鑫军,一种基于近红外传感器的肌群信息检测装置,发明专利,授权号:ZL201310585091.5
- 14) 朱向阳,方银峰,刘洪海,盛鑫军,一种可用于获取四肢表面肌电信号的可佩戴电极阵列,发明专利,授权号:ZL201310164855.3
- 15) 朱向阳,郭伟超,盛鑫军,陈星羽,张定国,佩戴式多通道表面肌电信号采集臂环,发明专利,授权号:ZL201310241598.9
- 16) 朱向阳,孟建军,盛鑫军,段仁全,少通道下运动想象脑电特征的提取方法,发明专利,授权号:ZL201310309826.1
- 17) 许雄,熊振华,朱向阳,盛鑫军,基于IEEE1588的同步系统及其同步方法,发明专利,授权号:ZL201110033465.3
- 18) 许雄,熊振华,朱向阳,盛鑫军,丁懋卿,基于IEEE1588精确时钟同步协议系统及其同步方法,发明专利,授权号:ZL2010105429833
- 19) 付艳玲,朱向阳,杨秋蒙,盛鑫军,术中腹腔温热化疗仪,发明专利,授权号:ZL201010246182.2
- 20) 黄淦,李顺冲,盛鑫军,朱向阳,基于表面肌电信号的手写识别方法,发明专利,授权号:ZL200910310228.X
- 21) 吴建华,熊振华,丁汉,盛鑫军,刘佳,朱向阳,基于继电反馈的伺服系统控制方法,发明专利,授权号:ZL2010101318418
社会兼职
- 2010至今 IEEE Member, IEEE RAS Member, IEEE EMBS Member
- 2017至今 中国机械工程学会机器人分会会员
荣誉信息
- 2021,国家课程思政教学团队——“设计与制造II”课程团队,排名第3
- 2020,无创神经接口设计理论与方法,高等学校科学研究优秀成果自然科学一等奖,排名第2
- 2019,协作型工业机器人与柔性工件精准作业技术,上海市科技进步一等奖,排名第5
- 2018,灵巧假肢与双向生机接口技术,军委科技委快响小组主办的首届神经义肢技术竞赛上肢组第3名
- 2017,第一届“源创杯”颠覆性技术创新创意大赛优胜奖
- 2016,灵巧假肢及其神经信息通道重建技术,国家技术发明二等奖,排名第5
- 2015,灵巧假肢与高性能生机接口技术,上海市技术发明一等奖,排名第4
- 2013,数控设备的高速高精运动控制关键技术及其应用,上海市技术发明一等奖,排名第2
- 2013,The 6th International Conference on Intelligent Robotics and Applications (ICIRA 2013)最佳论文奖
- 2009,Industrial Robot最佳论文奖-Manufacturing Award for “Most significant development in robot-assisted manufacturing”
- 2007,工业机器人作业系统的关键技术研究、开发与应用,国家科技进步二等奖,排名第10
- 2006,工业机器人作业系统开发的关键技术与应用,上海市科技进步一等奖,排名第10
- 2005,基于嵌入式网络的远程监测技术,上海市科技进步二等奖,排名第5