导航

智能感知与智慧医疗

发布日期:2019-08-25  点击:[]

方向名称

智能感知与智慧医疗

概述

以多传感器信息融合为基础,以新旧动能转换重大工程为契机,以行业应用为导向,综合运用信息技术、大数据技术、人工智能技术、自动控制技术、图像技术等,研究医疗康复技术与设备、果蔬智能分级分拣技术与装备和钢轨探伤数据智能分析技术等在康复医疗、果蔬分拣、钢轨探伤等行业的应用。

学术带头人

申涛

团队成员

韩春艳,孙明旭,毕淑慧,闫雪华,赵钦君,徐元,于刚,马荔瑶,张扬

近五年省部级级以上科研、教学成果奖

1、申涛,韩春艳,闫雪华,胡海清,房新力,栾维磊,复杂系统稳定性及控制器设计,2017年,山东省高等学校科学技术奖,一等奖

2、孙明旭,基于FES技术的上肢康复训练系统和康复门诊建立,2018年,泉城“5150”引才倍增计划,创业人才A类,济南市市委组织部

3、孙明旭,泉城特聘专家,2018年,济南市人民政府

4、孙明旭,济南市青年创新先锋,2019年,济南市科学技术协会

5、赵钦君,嵌入式系统系列课程项目驱动式教学方法研究与实践,2018年,山东省第八届高等教育省级教学成果奖,二等奖

6、赵钦君,摄像式远传水表的研制,2018年,山东省高等学校科学技术奖,三等奖

近五年代表性科研项目(省部级以上科研项目、50万以上横向项目)

1、申涛,山东省省属高校优秀青年人才联合基金,非线性系统稳定性和全局吸引集的研究、201505-201612,30万元

2、申涛,国家自然科学基金面上项目,溢出非线性二维数字滤波器系统的稳定性研究,201501-201812,85万元

3、申涛,山东省农机装备研发创新计划项目,基于苹果内外在品质的自动分级分拣装备研发,201801-202012,80万元

4、韩春艳,国家自然科学基金面上项目,输入/输出时滞Markov跳变随机系统的最优控制与滤波,201501-201812,79万元

5、毕淑慧,山东省重点研发计划项目,多模式识别技术在苹果无损检测中的应用研究 ,201701-201912,25万元

6、毕淑慧,山东省自然科学基金联合基金,基于演算子理论对输出非线性的鲁棒控制研究,201612-201811,4万元

7、毕淑慧,国家自然科学基金项目,基于演算子理论的多输入多输出磁滞非线性系统的鲁棒控制研究,201301-201512,25万元

8、毕淑慧,山东省自然科学基金项目,基于演算子理论的机器人非线性控制系统研究,201207-201507,5万元

9、闫雪华,国家自然科学基金青年项目,几类控制系数未知非线性系统的输出反馈跟踪控制研究,201401-201612,24万元

10、赵钦君,山东省重点研发计划(公益性科技攻关类)项目,基于机器视觉的苹果外在品质检测技术研究,201901-202112,20万元

11、赵钦君,山东省自然科学基金项目,图像序列目标跟踪中的遮挡问题研究,201312-201612,4万元

12、徐元,山东省重点研发计划(公益性科技攻关类),工业复杂环境下巡检机器人自组织INS/UWB/激光雷达组合导航系统研究及应用,201901-202112,20万元

13、徐元,山东省高等学校科技计划项目,复杂环境下移动机器人INS/UWB高精度可靠导航理论及应用研究, 201903-202106,2万元

14、徐元,山东省自然科学基金项目,基于自适应FIR/Kalman的室内移动机器人INS/UWB组合导航信息融合方法研究,201804-202012,6万元

15、徐元,国家自然科学基金青年基金,未知室内环境下移动机器人INS/RGB-D自主紧组合导航信息融合方法研究,201901-202112,22万元

16、马荔瑶,山东省自然科学基金项目,不确定数据的信任决策树学习体系构建,201803-202006,5万元

近五年代表性学术论文、专著

1.Shen Tao, Petersen Ian R. An ultimate state bound for a class of linear systems with delay[J]. Automatica, 87: 447-449, 2018.

2.Shen Tao, Petersen Ian R. An improved method of ultimate bound computation for linear switched systems with bounded disturbances[J]. Automatica, 70: 148-152, 2016.

3.Shen Tao, Petersen Ian R. Linear threshold discrete-time recurrent neural networks: stability and globally atractive sets[J]. IEEE Transactions on Automatic Control, 61(9):2650-2656, 2016.

4.Mingxu Sun, Laurence Kenney, Christine Smith, Karen Waring, Helen Luckie, Anmin Liu, David Howard. A novel method of using accelerometry for upper limb FES control, Medical Engineering and Physics, 38(11), 1244-1250, 2016.

5.Mingxu Sun, Christine Smith, David Howard, Laurence Kenney, Helen Luckie, Karen Waring, Paul Taylor, Earl Merson, Stacey Finn. FES-UPP: a flexible functional electrical stimulation system to support upper limb functional activity practice, Frontiers in neuroscience. 12:449,2018.

6.Han Chunyan, Wang Wei,Linear state estimation for Markov jump linear system with multi-channel observation delays and packet dropouts, International Journal of Systems Science, 50(1): 163-177, 2019.

7.Han Chunyan, LiChaochao, HeFang, LiuYue,Receding horizon estimation for linear discrete-time systems with multi-channel observation delays, IEEE/CAA Journal of Automatica Sinica , 6(2): 478-484, 2018.

8.Han Chunyan, Wang Wei, Distributed Observer-based LQ Controller Design and Stabilization for Discrete-time Multi-agent Systems, International Journal of Control, Automation and Systems, 16(4): 1765-1774, 2018.

9.Han Chunyan, Wang Wei, Optimal filter for MJL system with delayed modes and observations,IET Control Theory & Applications, 12(1): 68 -77, 2018.

10.Han Chunyan, Wang Wei, Optimal LQ Tracking Control for Continuous-Time Systems with Pointwise Time-Varying Input Delay, International Journal of Control, Automation and Systems, 15(5): 2243-2252, 2017.

11.Shuhui Bi, Lei Wang, Yongguo Zhao, Mingong Deng, Operator-based Robust Control for Nonlinear Uncertain Systems with Unknown Backlash-Like Hysteresis, International Journal of Control, Automation and Systems, Vol. 14, No. 2, pp.469-477, 2016 .

12.Shuhui Bi, Lei Wang, and Chunyan Han, Robust Control of Nonlinear System with Input and Output Nonlinear Constraints, Journal of Robotics and Mechatronics, Vol.29 No.6, pp. 1073-1081, 2017.

13.Shuhui Bi, Lei Wang, Shengjun Wen andMingong Deng,Operator-based Robust Nonlinear Control for SISO and MIMO Nonlinear Systems with PI Hysteresis, IEEE/CAA JOURNAL OF AUTOMATICA SINICA,Vol. 5, No.2, pp. 523-530, 2018.

14.Shuhui Bi, Lei Wang, Shengjun Wen, and Liyao Ma, Operator-Based Control System Analysis and Design forNonlinear System with Input and Output Constraints, Journal of Robotics and Mechatronics, Vol.30, No.6, pp. 950-957, 2018.

15.Shuhui Bi, Mingcong Deng and Yongfei Xiao, Robust Stability and Tracking for Operator-based Nonlinear Uncertain Systems, IEEE Transactions of Automation Science and Engineering, Vol. 12, No. 3, pp.1059-1066, 2015.

16.Liyao Ma, Sebastien Destercke, Yong Wang. Online active learning of decision trees with evidential data, Pattern Recognition, 52: 33-45, 2016.

17.Xu Yuan, Ahn Choon Ki, Shmaliy Yuriy S., Chen Xiyuan, and Bu Lili. Indoor INS/UWB-based human localization with missing data utilizing predictive UFIR filtering, IEEE/CAA Journal of Automatica Sinica, 6(4): 1-7, 2019.

18.Xu Yuan, Shmaliy Yuriy S., Li Yueyang, Chen Xiyuan, and Guo Hang*. Indoor INS/LiDAR-based robot localization with improved robustness using cascaded FIR filter, IEEE Access, 7(1): 34189-34197, 2019.

19.Xu Yuan, Tian Guohui*, and Chen Xiyuan*. Enhancing INS/UWB integrated position estimation using federated EFIR filtering, IEEE Access, 6:64461-64469, 2018.

20.Xu Yuan, Shen Tao, Chen Xiyuan, Bu Lili, and Feng Ning. Predictive adaptive Kalman filter and its application to INS/UWB-integrated human localization with missing measurement, International Journal of Automation and Computing, 2018.

21.Xu Yuan, Shmaliy Yuriy S., Ahn Choon Ki, Tian Guohui, and Chen Xi-yuan. Robust and accurate UWB-based indoor robot localization using integrated EKF/EFIR filtering, IET Radar, Sonar and Navigation, 12 (7): 750-756, 2018.

22.Yan Xuehua , ZhengWei Xing, Liu Yungang. Global Adaptive Output-feedback Stabilization for a Class of Uncertain Nonlinear Systems with Unknown Growth Rate and Unknown Output Function, Automatica, 104 : 173-181, 2019.

23.Yan Xuehua, ZhengWei Xing, Liu Yungang. Adaptive Output-feedback Tracking for Nonlinear Systems with Rather General Control Coefficients, Journal of Robust and Nonlinear Control, 29(6) : 1660-1679, 2019.

24.Yan Xuehua, Song Xinmin, Wang Xiaohong. Global Output-feedback Stabilization for Nonlinear Time-delay Systems with Unknown Control Co-efficients, International Journal of Control, Automation, and System, 16(4): 1550-1557, 2018.

25.Yan Xuehua, Song Xinmin, Wang Zhonghua, Zhang Yun. Global Output-feedback Stabilization for Planar Nonlinear Systems with Unknown Growth Rate and Output Function, Applied Mathematics and Computation, 314: 299-309, 2017.

26.Gang Yu, Zhonghua Wang, and Ping Zhao. Multi synchro squeezing transform, IEEE Transactions on Industrial Electronics, 66(10), 5441 – 5455, 2019.

27.Gang Yu, Zhonghua Wang, and Ping Zhao. Local maximum synchro squeezing transform: An energy-concentrated time-frequency analysis tool. Mechanical Systems and Signal Processing 117(1), 537-552, 2019.

28.Gang Yu, Mingjin Yu, and Chuanyan Xu. Synchro extracting transform. IEEE Transactions on Industrial Electronics 64(10), 8042-8054, 2017.

29.Gang Yu, and Yiqi Zhou. General linear chirplet transform. Mechanical Systems and Signal Processing 70(1), 958-973, 2016.

30.张扬,基于动态数量高斯分量的关键词识别系统,华中科技大学学报(自然科学版),43(S1):78-80,2015.

近五年代表性成果转化或应用

1、基于FES技术的上肢康复训练系统,孙明旭,2018,600万元投资

上一条:复杂系统智能控制 下一条:认知心理学

关闭