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• Article

  Adaptive neural network based tracking control for electrically driven flexible-joint robots without velocity measurements

  Yen, H. M., Li, T. H. S. & Chang, Y. C., 2012 九月, 於: Computers and Mathematics with Applications. 64, 5, p. 1022-1032 11 p.

  研究成果: Article › 同行評審

  • Velocity Measurement
  • Tracking Control
  • Robot
  • Velocity measurement
  • Motion Tracking
  21 引文 斯高帕斯（Scopus）

• A novel nonlinear control law with trajectory tracking capability for nonholonomic mobile robots: Closed-form solution design

  Chen, Y. H., Li, T. H. S. & Chen, Y. Y., 2013 三月, 於: Applied Mathematics and Information Sciences. 7, 2, p. 749-754 6 p.

  研究成果: Article › 同行評審

  • Trajectory Tracking
  • Mobile Robot
  • Nonholonomic
  • Nonlinear Control
  • Closed-form Solution
  3 引文 斯高帕斯（Scopus）

• A practical trajectory tracking approach for autonomous mobile robots: Nonlinear adaptive H₂ design

  Chen, Y. H., Li, T. H. S. & Chen, Y. Y., 2013 十二月 1, 於: Transactions of the Canadian Society for Mechanical Engineering. 37, 3, p. 385-394 10 p.

  研究成果: Article › 同行評審

  • Mobile robots
  • Trajectories
  • Dynamical systems
  • Controllers
  3 引文 斯高帕斯（Scopus）

• Backward Q-learning: The combination of Sarsa algorithm and Q-learning

  Wang, Y. H., Li, T. H. S. & Lin, C. J., 2013, 於: Engineering Applications of Artificial Intelligence. 26, 9, p. 2184-2193 10 p.

  研究成果: Article › 同行評審

  • Reinforcement learning
  • Learning algorithms
  • Poles
  • Control systems
  45 引文 斯高帕斯（Scopus）

• CNN and LSTM Based Facial Expression Analysis Model for a Humanoid Robot

  Li, T. H. S., Kuo, P. H., Tsai, T. N. & Luan, P. C., 2019, 於: IEEE Access. 7, p. 93998-94011 14 p., 8760246.

  研究成果: Article › 同行評審

  開啟存取

  • Long short-term memory
  • Robots
  • Neural networks
  • Human robot interaction
  • Deep neural networks
  9 引文 斯高帕斯（Scopus）

• Controller design of multiinput multioutput time-delay large-scale system

  Lin, C. W., Li, T. H. S. & Chen, C. C., 2013, 於: Abstract and Applied Analysis. 2013, 286043.

  研究成果: Article › 同行評審

  • Controller Design
  • Large-scale Systems
  • Time-delay Systems
  • Decoupling
  • Disturbance
  1 引文 斯高帕斯（Scopus）

• Deep Belief Network-Based Learning Algorithm for Humanoid Robot in a Pitching Game

  Li, T. H. S., Kuo, P. H., Chang, C. Y., Hsu, H. P., Chen, Y. C. & Chang, C. H., 2019, 於: IEEE Access. 7, p. 165659-165670 12 p., 8897548.

  研究成果: Article › 同行評審

  開啟存取

  • Bayesian networks
  • Learning algorithms
  • Robots
  • Particle swarm optimization (PSO)
  • Brain
  2 引文 斯高帕斯（Scopus）

• Design and Implementation of DBN-based Gaze Tracker for Auto-aiming System

  Chien, C-W., Liu, C-Y., Tsai, T. N., Wu, L. F., Fang, N. C. & Li, T-H. S., 2018 六月, 於: iRobotics. 1, 2, p. 11-19

  研究成果: Article › 同行評審

• Design and Implementation of SLAM by Piecewise Linear Feature Based RBPF for Service Robots

  Liu, C-Y., Lee, C. L., Liang, J. J., Chen, C. Y. & Li, T-H. S., 2018 十二月, 於: iRobotics. 1, 4, p. 44-54

  研究成果: Article › 同行評審

• Design of a robust neural network-based tracking controller for a class of electrically driven nonholonomic mechanical systems

  Yen, H. M., Li, T. H. S. & Chang, Y. C., 2013 二月 10, 於: Information sciences. 222, p. 559-575 17 p.

  研究成果: Article › 同行評審

  • Nonholonomic Systems
  • Controller
  • Tracking Control
  • Mechanical Systems
  • Neural Networks
  16 引文 斯高帕斯（Scopus）

• Dynamic balance control for biped robot walking using sensor fusion, Kalman filter, and fuzzy logic

  Li, T. H. S., Su, Y. T., Liu, S. H., Hu, J. J. & Chen, C. C., 2012 十一月, 於: IEEE Transactions on Industrial Electronics. 59, 11, p. 4394-4408 15 p., 6078426.

  研究成果: Article › 同行評審

  • Kalman filters
  • Fuzzy logic
  • Fusion reactions
  • Trajectories
  • Robots
  69 引文 斯高帕斯（Scopus）

• Extended Kalman filter based hand-shake detector for optical image stabilization using a low cost gyroscope

  Li, T-H. S. & Chen, C. C., 2013 四月 17, 於: IEEE Transactions on Consumer Electronics. 59, 1, p. 113-121 9 p., 6490249.

  研究成果: Article › 同行評審

  • Gyroscopes
  • Extended Kalman filters
  • Stabilization
  • Detectors
  • Costs
  13 引文 斯高帕斯（Scopus）

• Feedback linearization and feedforward neural network control with application to twin rotor mechanism

  Lin, C. W., Li, T. H. S. & Chen, C. C., 2018 一月 1, 於: Transactions of the Institute of Measurement and Control. 40, 2, p. 351-362 12 p.

  研究成果: Article › 同行評審

  • network control
  • Feedback linearization
  • linearization
  • Feedforward neural networks
  • decoupling
  12 引文 斯高帕斯（Scopus）

• Fuzzy dynamic gait pattern generation for real-time push recovery control of a teen-sized humanoid robot

  Wu, L. F. & Li, T. H. S., 2020, 於: IEEE Access. 8, p. 36441-36453 13 p., 9003200.

  研究成果: Article › 同行評審

  開啟存取

  • Recovery
  • Robots
  • Pressure sensors
  • Trajectories
  • Potential energy
  4 引文 斯高帕斯（Scopus）

• Hybrid Taguchi-chaos of artificial bee colony algorithm for global numerical optimization

  Tien, J. P. & Li, T. H. S., 2013 七月 17, 於: International Journal of Innovative Computing, Information and Control. 9, 6, p. 2665-2688 24 p.

  研究成果: Article › 同行評審

  • Numerical Optimization
  • Taguchi Method
  • Global Optimization
  • Chaos theory
  • Chaos
  3 引文 斯高帕斯（Scopus）

• Hybrid Taguchi-chaos of multilevel immune and the artificial bee colony algorithm for parameter identification of chaotic systems

  Tien, J. P. & Li, T-H. S., 2012 九月 1, 於: Computers and Mathematics with Applications. 64, 5, p. 1108-1119 12 p.

  研究成果: Article › 同行評審

  • Parameter Identification
  • Chaotic systems
  • Chaotic System
  • Chaos theory
  • Chaos
  28 引文 斯高帕斯（Scopus）

• Intelligent control strategy for robotic arm by using adaptive inertia weight and acceleration coefficients particle swarm optimization

  Li, T. H. S., Kuo, P. H., Ho, Y. F. & Liou, G. H., 2019, 於: IEEE Access. 7, p. 126929-126940 12 p., 8822693.

  研究成果: Article › 同行評審

  開啟存取

  • Robotic arms
  • Intelligent control
  • Particle swarm optimization (PSO)
  • Bottles
  • Water
  3 引文 斯高帕斯（Scopus）

• Motion imitation and augmentation system for a six degrees of freedom dual-arm robot

  Liu, C. Y., Liang, J. J., Li, T. H. S. & Chang, K. C., 2019, 於: IEEE Access. 7, p. 153986-153998 13 p., 8879479.

  研究成果: Article › 同行評審

  開啟存取

  • Collision avoidance
  • Robots
  • Vector spaces
  • Particle swarm optimization (PSO)
  • Kinematics
  1 引文 斯高帕斯（Scopus）

• Novel adaptive fuzzy neural network controller for a class of uncertain non-linear systems

  Shih, K. S., Li, T. H. S. & Tsai, S. H., 2012 三月 1, 於: Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering. 226, 3, p. 364-378 15 p.

  研究成果: Article › 同行評審

  • Fuzzy neural networks
  • Nonlinear systems
  • Simulated annealing
  • Particle swarm optimization (PSO)
  • Controllers
  3 引文 斯高帕斯（Scopus）

• Observer-based adaptive fuzzy robust controller with self-adjusted membership functions for a class of uncertain MIMO nonlinear systems: A PSO-SA method

  Shih, K. S., Li, T. H. S. & Tsai, S. H., 2012 二月 1, 於: International Journal of Innovative Computing, Information and Control. 8, 2, p. 1419-1437 19 p.

  研究成果: Article › 同行評審

  • Particle Swarm Optimization
  • Simulated Annealing
  • Membership Function
  • Observer
  • Membership functions
  16 引文 斯高帕斯（Scopus）

• Optical image stabilizing system using fuzzy sliding-mode controller for digital cameras

  Li, T-H. S., Chen, C. C. & Su, Y. T., 2012 七月 17, 於: IEEE Transactions on Consumer Electronics. 58, 2, p. 237-245 9 p., 6227418.

  研究成果: Article › 同行評審

  • Digital cameras
  • Fuzzy systems
  • Image sensors
  • Controllers
  • Actuators
  31 引文 斯高帕斯（Scopus）

• Variable coded hierarchical fuzzy classification model using DNA coding and evolutionary programming

  Feng, T. C., Li, T. H. S. & Kuo, P. H., 2013 八月 6, 於: Applied Mathematical Modelling. 39, 23-24, p. 7401-7419 19 p.

  研究成果: Article › 同行評審

  • Evolutionary Programming
  • Fuzzy Classification
  • Hierarchical Classification
  • Fuzzy Model
  • DNA
  8 引文 斯高帕斯（Scopus）
• Conference contribution

  A 3D Object Grasping Point Learning System for Home Service Robot

  Chang, K. C., Lin, H-Y., Yang, J-Y., Liu, C-Y. & Li, T-H. S., 2019 八月, ARIS 2019. Taipei, Taiwan

  研究成果: Conference contribution

• Adaptive type-2 fuzzy tracking control of wheeled mobile robots

  Kao, M. C., Lin, C. J., Feng, C. L., Li, T-H. S. & Yen, H. M., 2013 一月 1, iFUZZY 2013 - 2013 International Conference on Fuzzy Theory and Its Applications. IEEE Computer Society, p. 1-6 6 p. 6825400. (iFUZZY 2013 - 2013 International Conference on Fuzzy Theory and Its Applications).

  研究成果: Conference contribution

  • Mobile Robot
  • Tracking Control
  • Fuzzy Control
  • Mobile robots
  • Controller
  2 引文 斯高帕斯（Scopus）

• An adaptive nonlinear trajectory tracking design for mobile robots and it's practical implementation

  Chen, Y. H., Li, T. H. S. & Chen, Y. Y., 2013, Innovation for Applied Science and Technology. p. 1744-1748 5 p. (Applied Mechanics and Materials; 卷 284-287).

  研究成果: Conference contribution

  • Mobile robots
  • Trajectories
  • Controllers
  • Testing

• Ant colony optimization based fuzzy image filter design for removal of impulse noises

  Kao, M. C., Lin, C. H. & Li, T. H. S., 2013, 2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings. p. 98-103 6 p. 6573542. (2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings).

  研究成果: Conference contribution

  • Median filters
  • Impulse noise
  • Ant colony optimization
  • Fuzzy systems
  1 引文 斯高帕斯（Scopus）

• A PSO-DDPG Based Collision Free Motion Planning and Contrl for Service Robot with 7-DoF Manipulators

  Lin, H-Y., Yang, J-Y., Yu, S-H., Liu, C. Y. & Li, T-H. S., 2019 八月, 2019 International Conference of Advanced Robotics and Intelligent Systems (ARIS 2019). Taipei, Taiwan

  研究成果: Conference contribution

• Deep belief network based gaze tracker for auto-aiming system

  Chien, C. W., Tsai, T. N., Wu, L. F., Fang, N. C., Liu, C. Y. & Li, T. H. S., 2018 二月 20, 2017 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2017. Institute of Electrical and Electronics Engineers Inc., 8297183. (International Conference on Advanced Robotics and Intelligent Systems, ARIS; 卷 2017-September).

  研究成果: Conference contribution

  • Bayesian networks
  • Eye tracking
  • Eye movements
  • Cameras
  • Control systems

• Deep Neural Network Based Emotion Recognition System for Humanoid Robot

  Tsai, T. N., Kuo, P-H. & Li, T-H. S., 2018 八月, 2018 International Conference of Advanced Robotics and Intelligent Systems (ARIS 2018). Taipei, Taiwan

  研究成果: Conference contribution

• Design and implementation of a 4WS4WD mobile robot and its control applications

  Lin, C. J., Hsiao, S. M., Wang, Y. H., Yeh, C. H., Huang, C. F. & Li, T. H. S., 2013 十一月 18, ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings. p. 235-240 6 p. 6614666. (ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings).

  研究成果: Conference contribution

  • Mobile robots
  • Collision avoidance
  • Four wheel steering
  • Robots
  • Motion control
  4 引文 斯高帕斯（Scopus）

• Design and implementation of an object learning system for service robots by using random forest, convolutional neural network, and gated recurrent neural network

  Liu, C. Y., Li, C. H., Li, T. H. S., Hsieh, C. Y., Cheng, C. W., Chen, C. Y. & Su, Y. T., 2019 十月, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 933-940 8 p. 8914311. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; 卷 2019-October).

  研究成果: Conference contribution

  • Recurrent neural networks
  • Learning systems
  • Robots
  • Neural networks
  • Experiments

• Design and implementation of a series of small-size humanoid robots for FIRA and RoboCup

  Ho, Y. F., Kuo, P. H., Huang, P. C. & Li, T-H. S., 2013 九月 9, 2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings. p. 92-97 6 p. 6573541. (2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings).

  研究成果: Conference contribution

  • Robots
  • Computer hardware
  1 引文 斯高帕斯（Scopus）

• Design and implementation of prototype service robot for shopping in a supermarket

  Cheng, C. H., Chen, C. Y., Liang, J. J., Tsai, T. N., Liu, C. Y. & Li, T. H. S., 2018 二月 20, 2017 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2017. Institute of Electrical and Electronics Engineers Inc., 8297181. (International Conference on Advanced Robotics and Intelligent Systems, ARIS; 卷 2017-September).

  研究成果: Conference contribution

  • Robots
  • Shopping centers
  • Motion planning
  • Personnel
  • Communication
  1 引文 斯高帕斯（Scopus）

• Design of Fuzzy Control for Nonlinear System based on Improved Social Spider Optimal Algorithm

  Su, Y. T., Chung, M. C. & Li, T. H. S., 2019 十一月, 2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019. Institute of Electrical and Electronics Engineers Inc., p. 237-242 6 p. 9066265. (2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019).

  研究成果: Conference contribution

  • Fuzzy Control
  • Spiders
  • Nonlinear Systems
  • Optimal Algorithm
  • Fuzzy control

• Design of Long-Short Term Memory Gait Pattern Controller for Teen-Sized Humanoid Robot

  Cheng, C. H., Huang, C. Y., Kuo, P-H. & Li, T-H. S., 2018 十一月, 2018 International Automatic Control Conference (CACS 2018). Taoyuan, Taiwan

  研究成果: Conference contribution

• Development of humanoid robot simulator for gait learning by using particle swarm optimization

  Kuo, P. H., Ho, Y. F., Lee, K. F., Tai, L. H. & Li, T-H. S., 2013 十二月 1, Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. p. 2683-2688 6 p. 6722211. (Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013).

  研究成果: Conference contribution

  • Particle swarm optimization (PSO)
  • Simulators
  • Robots
  • Robotics
  • Open source software
  12 引文 斯高帕斯（Scopus）

• Double Peak CAMS Algorithm Based Object Searching for a Human Partner System

  Kao, M. C., Li, T. H. S. & Kuo, P. H., 2019 一月 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1827-1832 6 p. 8616312. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

  研究成果: Conference contribution

  • Audition
  • Electronic mail
  • Mean Shift
  • Color
  • Short-Term Memory

• Emotion Space based Robot Facial Expression

  Su, Y-T., Cheng, C-W., Liu, C-Y. & Li, T-H. S., 2018 八月, 2018 International conference on Advanced Robotics and Intelligent Systems (ARIS 2018). Taipei, Taiwan

  研究成果: Conference contribution

• Fuzzy Gravitational Search Algorithm based Image Zooming Method

  Kuo, C-H., Su, Y-T. & Li, T-H. S., 2018 九月, SICE 2018. Nara Japan

  研究成果: Conference contribution

• Gait Recognition using Histogram of Oriented Gradient and Self-Organizing Feature Map Classification in Variable Walking Speed

  Chiu, H. J., Lin, C. H. & Li, T. H. S., 2019 十一月, 2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019. Institute of Electrical and Electronics Engineers Inc., p. 283-286 4 p. 9066245. (2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019).

  研究成果: Conference contribution

  • Gait Recognition
  • Self-organizing Feature Map
  • Gait
  • Histogram
  • Self-organizing

• HMM and BPNN based speech recognition system for home service robot

  Liu, C. Y., Hung, T. H., Cheng, K. C. & Li, T. H. S., 2013 九月 9, 2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings. p. 38-43 6 p. 6573531. (2013 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2013 - Conference Proceedings).

  研究成果: Conference contribution

  • Hidden Markov models
  • Backpropagation
  • Speech recognition
  • Robots
  • Neural networks
  5 引文 斯高帕斯（Scopus）

• Implementation of human following mission by using fuzzy head motion control and Q-learning wheel motion control for home service robot

  Deng, R. W., Wang, Y. H., Lin, C. J. & Li, T. H. S., 2013 一月 1, iFUZZY 2013 - 2013 International Conference on Fuzzy Theory and Its Applications. IEEE Computer Society, p. 55-60 6 p. 6825409. (iFUZZY 2013 - 2013 International Conference on Fuzzy Theory and Its Applications).

  研究成果: Conference contribution

  • Service Robot
  • Q-learning
  • Motion Control
  • Wheel
  • Motion control
  3 引文 斯高帕斯（Scopus）

• Integration of DNA and Real Coded GA for the design of PID-like fuzzy controllers

  Wu, C. T., Tien, J. P. & Li, T. H. S., 2012, Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. p. 2809-2814 6 p. 6378174. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  研究成果: Conference contribution

  • DNA
  • Controllers
  • Genetic algorithms
  • Control systems
  5 引文 斯高帕斯（Scopus）

• Intelligent Mechanism Optimization and Behavior Planning by Using ACGABC and Q-Learning Algorithm for Toddler-sized Humanoid Robot

  Liu, C. Y., Luan, P. C., Kuo, P-H. & Li, T-H. S., 2019 十一月, 2019 International Automatic Control Conference (CACS 2019). Keelung, Taiwan

  研究成果: Conference contribution

• Multi-robot coordination strategy for 3 vs. 3 teen-sized humanoid robot soccer game

  Fang, N. C., Tsai, T. N., Wu, L. F., Cheng, C. H., Huang, C. Y., Liu, C. Y. & Li, T. H. S., 2018 二月 7, 2017 International Automatic Control Conference, CACS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 International Automatic Control Conference, CACS 2017; 卷 2017-November).

  研究成果: Conference contribution

  • Humanoid Robot
  • Multi-robot
  • Robot
  • Game
  • Strategy
  1 引文 斯高帕斯（Scopus）

• Realization of affine SIFT real-time image processing for home service robot

  Wang, Y. H., Cheng, H. E., Lin, C. J., Deng, R. W., Lee, H. & Li, T. H. S., 2013 十一月 18, ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings. p. 141-146 6 p. 6614648. (ICSSE 2013 - IEEE International Conference on System Science and Engineering, Proceedings).

  研究成果: Conference contribution

  • Mathematical transformations
  • Image processing
  • Robots
  • Object recognition
  • Graphics processing unit

• Stabilization and model reference tracking control of discrete-time nonlinear systems via modified fuzzy static output feedback design

  Lin, K. J. & Li, T. H. S., 2018 三月 9, 2017 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2017; 卷 2017-November).

  研究成果: Conference contribution

  • Static Output Feedback
  • Tracking Control
  • Reference Model
  • Nonlinear Discrete-time Systems
  • Nonlinear Systems

• Surface Defect Inspection by a Fine-tuned YOLO Method for Wafer Fabrication

  Lin, H-Y., Yang, J-Y., Yu, S-H., Liu, C-Y. & Li, T-H. S., 2019 七月, 2019 International Conference on Advanced Technology Innovation (ICATI 2019). Sapporo, Hokkaido, Japan

  研究成果: Conference contribution

• 具備水果品種辨識能力的賣場機器人

  昱成陳, 張凱傑, 尤思涵, 林瀚宇, 楊捷耀, 蘇于庭, 致吟劉 & Li, T-H. S., 2019 八月, 2019 National Conference on Advanced Robotics (NCAR 2019). Taipei, Taiwan

  研究成果: Conference contribution

• 基於門閘遞迴神經網路(GRU)之自主學習法應用於積木堆疊任務

  政輝李, 質岩陳, 蘇于庭, 致吟劉 & Li, T-H. S., 2019 四月, 2019中華民國系統科學與工程研討會(NSSSE 2019). Mazu, Taiwan

  研究成果: Conference contribution