| 著作 |
| 編號 | 18 |
| 期刊或研討會名稱 | |
| 著作名稱 | 黃國勝, 林知行, 朱明毅, 楊晴和, 模組式機器人之機電製作實務, 1998 |
| 年度 | 1998 |
| 類別 | 學術專書 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 49 |
| 期刊或研討會名稱 | Information Sciences |
| 著作名稱 | A fuzzy CMAC Learning Approach to Image Based Visual Servoing System |
| 年度 | 2021 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 48 |
| 期刊或研討會名稱 | IEEE Transactions on Cognitive and Developmental Systems |
| 著作名稱 | Policy Sharing using Aggregation Trees for Q-learning in a Continuous State and Action Spaces |
| 年度 | 2020 |
| 類別 | 期刊論文 |
| 摘要 | Q-learning is a generic approach that uses a finite discrete state and an action domain to estimate action values using tabular or function approximation methods. An intelligent agent eventually learns policies from continuous sensory inputs and encodes these environmental inputs onto a discrete state space. The application of Q-learning in a continuous state/action domain is the subject of many studies. This study uses a tree structure to approximate a Q-function using in a continuous state domain. The agent selects a discretized action with a maximum Q-value and this discretized action is then extended to a continuous action using an action bias function. Reinforcement learning is difficult for a single agent when the state space is huge. This proposed architecture is also applied to a multi-agent system, wherein an individual agent transfers its useful Q-values to other agents to accelerate the learning process. Policy is shared between agents by grafting the branches of trees in which Q-values are stored to other trees. The results for simulation show that the proposed architecture performs better than tabular Q-learning and significantly accelerates the learning process because all agents use the sharing mechanisms to cooperate with each other. |
| 關鍵字 | Q-learning , Policy sharing , Tree structure , Multi-agent system |
| 編號 | 46 |
| 期刊或研討會名稱 | IEEE Access |
| 著作名稱 | A Neuro-Fuzzy Visual Servoing Controller for an Articulated Manipulator |
| 年度 | 2018 |
| 類別 | 期刊論文 |
| 摘要 | The challenges of selecting appropriate image features, optimizing complex nonlinear computations and minimizing the approximation errors always exist in visual servoing. A fuzzy neural network controller is developed for a six-degrees-of-freedom robot manipulator to perform visual servoing is proposed to tackle these problems. To increase the accuracy of the image preprocesses, a synthetic image process performs feature extraction for the controller. The method combines a support vector machine contour recognition algorithm and a color-based feature recognition algorithm. For visual servoing, a control method based on the fuzzy cerebellar model articulation controller with the Takagi–Sugeno framework (FCMAC-T-S) is proposed to directly map an image feature error vector to a desired robot end-effector velocity. This approach achieves visual servoing control without the need of computing the inverse interaction matrix. The control variables are learned and updated by the T-S fuzzy inference. This simplifies the implementation of visual servoing in real-time applications. The proposed control method is used to control an articulated manipulator with an eye-in-hand configuration. The results of simulations and experiments demonstrate that the proposed visual servoing controller has good performance, in terms of stability and convergence. |
| 關鍵字 | CMAC, robotic manipulator, T-S fuzzy, visual servoing |
| 編號 | 47 |
| 期刊或研討會名稱 | International Journal of Automation and Smart Technology |
| 著作名稱 | Implementation of Odometry with EKF in Hector SLAM Methods |
| 年度 | 2018 |
| 類別 | 期刊論文 |
| 摘要 | Map building for plain spatial soundings, such as a long and straight corridor in simultaneous localization and
mapping (SLAM) is a challenging problem because of lacks of distinguishable landmarks. Such an environment is highly possible to induce erroneous mapping results, such as alias problems. This paper presents a scan matching algorithm with odometer prediction using Extended Kalman Filter (EKF) and an optimal path planning based on regression subgoals. The scan matching process can relax the problems of local minima by means of an effective correction in the odometrical information. By iterating odometrical corrections in each step of running motion model, the matching result can be better than one only believes in individual information from scanning or odometry. Meanwhile, an optimal path planning utilizing an A* algorithm with a regression method is introduced to ensure a mobile robot be able to move elaborately around the corner and speed up along a straight line. Experiments in an indoor environment have been conducted to verify the effectiveness and validation of the proposed techniques. |
| 關鍵字 | SLAM, Autonomous robot, Extended Kalman Filter, Path planning, Regression |
| 編號 | 45 |
| 期刊或研討會名稱 | IEEE Transactions on Industrial Electronics |
| 著作名稱 | A Virtual Torque-Based Approach to Kinematic Control of Redundant Manipulators |
| 年度 | 2017 |
| 類別 | 期刊論文 |
| 摘要 | This paper presents an inverse kinematics algorithm for a redundant manipulator. The proposed approach combines analytical and numerical methods to solve generalized inverse kinematics problems simultaneously in both free and constrained working spaces. The method introduces a virtual repulsive torque imposed by the topological configuration of robot links, joint limits, and obstacles with motion trajectories. The method calculates the shortest distances between joint limit, links, and obstacles. Links of manipulator and obstacles are modeled in ellipsoids so as to evaluate the minimum distances between obstacles and links of a redundant robot. Virtual repulsive torques imposed on links are estimated based on the shortest distances between these ellipsoidal objects. A numerical method obtains the tendency of major joints movements and calculates their potential velocities by composing these acting torques. In trajectory tracking, collision avoidance occurring on links can finally be achieved by utilizing the characteristics of joint redundancy. The validity and efficiency of the proposed method are measured in simulations of movement along trajectories in terms of a defined index of motion availability, by which it verifies that the method is not only feasible to constrained motions but also has better performances in free motions than inverse Jacobian techniques. |
| 關鍵字 | Redundant Manipulators, Manipulator Kinematics, Collision Avoidance |
| 編號 | 43 |
| 期刊或研討會名稱 | Theoretical Computer Science |
| 著作名稱 | Diameter Variability of Hypercubes |
| 年度 | 2014 |
| 類別 | 期刊論文 |
| 摘要 | A parallel and distributed system is usually represented by a graph. The maximum communication delay between any pair of processors in a parallel and distributed system can be determined by the diameter of its underlying graph. The diameter of a graph can be affected by the addition or deletion of edges. In this paper, we show that the diameter
of an n-dimensional hypercube can be decreased by k with the addition of 22k?1 edges for 1 ? k ? n/2. |
| 關鍵字 | Diameter, Hypercube, Folded hypercube, Supergraph |
| 編號 | 42 |
| 期刊或研討會名稱 | Scientific World Journal |
| 著作名稱 | Path Planning Using a Hybrid Evolutionary AlgorithmBased on Tree Structure Encoding |
| 年度 | 2014 |
| 類別 | 期刊論文 |
| 摘要 | A hybrid evolutionary algorithm using scalable encoding method for path planning is proposed in this paper. The scalable representation is based on binary tree structure encoding. To solve the problem of hybrid genetic algorithm and particle swarm optimization, the “dummy node” is added into the binary trees to deal with the different lengths of representations.The experimental results show that the proposed hybrid method demonstrates using fewer turning points than traditional evolutionary algorithms to generate shorter collision-free paths for mobile robot navigation. |
| 關鍵字 | |
| 編號 | 29 |
| 期刊或研討會名稱 | Journal of Information Science and Engineering |
| 著作名稱 | Changing the Diameter in a Diagonal Mesh Network |
| 年度 | 2013 |
| 類別 | 期刊論文 |
| 摘要 | Communication speed in a parallel and distributed system is related to the diameter of its underlying graph. The diameter of a graph can be affected by the addition or deletion of edges. In this paper we study how the diameter variability problem arises from change of edges of an m × n diagonal mesh, where m and n are not both even integers.
We show that the least number of edges whose deletion from an m × n diagonal mesh will increase the diameter is no more than 2, and that the least number of edges whose
addition to an m × n diagonal mesh causes the diameter to decrease is no more than m/2n. |
| 關鍵字 | diameter, diagonal mesh network, torus, vertex-disjoint path, hypercube |
| 編號 | 30 |
| 期刊或研討會名稱 | 臺南大學理工研究學報 |
| 著作名稱 | 基於CMMI資訊安全管理系統之研究 |
| 年度 | 2010 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 28 |
| 期刊或研討會名稱 | Cybernetics and Systems: An International Journal |
| 著作名稱 | Ontology-based information retrieval using fuzzy concept documentation |
| 年度 | 2010 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 24 |
| 期刊或研討會名稱 | Information Systems Frontiers |
| 著作名稱 | Learning fuzzy concept hierarchy and measurement with node labeling |
| 年度 | 2009 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 41 |
| 期刊或研討會名稱 | IEEE Transactions on Industrial Electronics |
| 著作名稱 | Speed alteration strategy for multijoint robots in co-working environment |
| 年度 | 2003 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 2 |
| 期刊或研討會名稱 | Journal of Intelligent and Robotic Systems |
| 著作名稱 | 3D Collision-free Motion Planning based on Collision Index |
| 年度 | 2002 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 3 |
| 期刊或研討會名稱 | IEEE Transactions on Industrial Electronics |
| 著作名稱 | A propagating interface model strategy for global trajectory planning among moving obstacles |
| 年度 | 2002 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 4 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu and K. S. Hwang, “Real-time velocity alteration strategy for collision-free trajectory planning of two articulated robot manipulators,” Journal of Intelligent and Robotic Systems, vol. 33, no. 2, pp. 167-186, 2002 (SCIE) |
| 年度 | 2002 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 5 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “Speed planning for a maneuvering motion,” Journal of Intelligent and Robotic Systems, vol. 33, no. 1, pp. 25-44, 2002 (SCIE) |
| 年度 | 2002 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 6 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “Rule base refactoring design for fuzzy logic controllers,” Journal of Intelligent Automation and Soft Computing, vol. 7, no. 4 , pp. 221-231, 2001 (SCIE) |
| 年度 | 2001 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 7 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu, S. P. Shiang, Y. R. Chien, K. S. Hwang and W. C. Lee, “Fast and accurate collision detection based on enclosed ellipsoid,” Robotica, vol. 19, pp. 381-394, 2001 (SCIE) |
| 年度 | 2001 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 8 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, and S. P. Hsu, “Polymorphic autonomous architecture for mobile robot navigation,” Journal of Information Science and Engineering, vol. 15, no. 5, pp. 737-761, 1999 (SCIE) |
| 年度 | 1999 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 22 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang, M. Y. Ju, and C. F. Chang, “Systematic transformation between coordinate specifications for robotic system,” Journal of The Chinese Institute of Electrical Engineering, vol. 4, no. 4, pp. 327-335, Nov. 1997 (EI) |
| 年度 | 1997 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 21 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang, M. D. Tsai, and M. Y. Ju, “Constant speed trajectory planning of two-link mobile robots,” Journal of Control Systems and Technology, vol. 4, no. 1, pp. 13-22, 1996 (EI) |
| 年度 | 1996 |
| 類別 | 期刊論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 44 |
| 期刊或研討會名稱 | 2014 International Conference on Advanced Robotics and Intelligent Systems (ARIS 2014), 地點:Taiwan |
| 著作名稱 | A Closed-Form Approach to Trajectory Tracking for 7-DOF Articulated Robots
|
| 年度 | 2014 |
| 類別 | 會議論文 |
| 摘要 | A hybrid evolutionary algorithm using scalable encoding method for path planning is proposed in this paper. The scalable representation is based on binary tree structure encoding. To solve the problem of hybrid genetic algorithm and particle swarm optimization, the “dummy node” is added into the binary trees to deal with the different lengths of representations.The experimental results show that the proposed hybrid method demonstrates using fewer turning points than traditional evolutionary algorithms to generate shorter collision-free paths for mobile robot navigation. |
| 關鍵字 | |
| 編號 | 39 |
| 期刊或研討會名稱 | 2013 International Conference on Advanced Robotics and Intelligent Systems (ARIS 2013) , 地點:台灣 |
| 著作名稱 | Vision-based mobile robot navigation using active learning concept |
| 年度 | 2013 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 40 |
| 期刊或研討會名稱 | 2013 National Conference on Advanced Robotics, 地點:台灣 |
| 著作名稱 | 使用微軟Kinect實現移動式機器人之環境感知與導航功能 |
| 年度 | 2013 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 38 |
| 期刊或研討會名稱 | 第十六屆人工智慧與應用研討會, 地點:台灣 |
| 著作名稱 | 複合型演化式演算法於路徑規劃之研究 |
| 年度 | 2011 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 37 |
| 期刊或研討會名稱 | 2011 數位生活科技研討會, 地點:台灣 |
| 著作名稱 | 家用行動機器人遠端控制系統設計與實作 |
| 年度 | 2011 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 36 |
| 期刊或研討會名稱 | 2011 資訊技術應用及管理研討會, 地點:台灣 |
| 著作名稱 | 基於手勢辨識之人機介面研究 |
| 年度 | 2011 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 33 |
| 期刊或研討會名稱 | The 2011 World Congress on Intelligent Control and Automation, 地點:Taiwan |
| 著作名稱 | Smooth Path planning Using Genetic Algorithms |
| 年度 | 2011 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 32 |
| 期刊或研討會名稱 | The Ninth International Conference on Machine Learning and Cybernetics, 地點:China |
| 著作名稱 | Mean Shift Tracking Using Fuzzy Color Histogram |
| 年度 | 2010 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 35 |
| 期刊或研討會名稱 | 2010數位生活科技研討會-智慧城市生活國際論壇, 地點:台灣 |
| 著作名稱 | 基於知識本體之EPG知識管理之研究 |
| 年度 | 2010 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 31 |
| 期刊或研討會名稱 | The 22th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, 地點:台灣 |
| 著作名稱 | An Adaptive Biometric System Based on Palm Texture Feature and LVQ Neural Network |
| 年度 | 2009 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 34 |
| 期刊或研討會名稱 | 第八屆離島資訊技術與應用研討會, 地點:福建 |
| 著作名稱 | 以視覺為基礎之高速公路交通資訊擷取系統研究 |
| 年度 | 2009 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 26 |
| 期刊或研討會名稱 | |
| 著作名稱 | B. C. Chien, C. H. Hu and M. Y. Ju, "Intelligent Information Retrieval Applying Automatic Constructed Fuzzy Ontology," in Proceedings of The 6th international Conference on Machine Learning and Cybernetics, Aug. 19-22, 2007, Hong-Kong. |
| 年度 | 2007 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 27 |
| 期刊或研討會名稱 | |
| 著作名稱 | B. C. Chien, C. H. Hu and M. Y. Ju, "Learning Fuzzy Concept Hierarchy and Measurement with Node Labeling," in Proceedings of the 2007 International Workshop on Intelligent Systems and Smart Home, joint with the Fifth International Symposium on Parallel and Distributed Processing and Applications, pp. 163-172, Niagara Falls, Canada, Aug. 28- Sept. 1, 2007. |
| 年度 | 2007 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 23 |
| 期刊或研討會名稱 | |
| 著作名稱 | C. H. Hu, M. Y. Ju and B. C. Chien, Learning Fuzzy Taxonomy for Ontology Construction from Semi-Structured Data, in Proceedings of 2006 Multimedia and Networking Systems Conference, Kaohsiung, Taiwan, Dec. 16, 2006 |
| 年度 | 2006 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 9 |
| 期刊或研討會名稱 | |
| 著作名稱 | 1. M. H. Jing, M. Y. Ju, C. S. Lee, J. L. Lee, and Y. C. Lin, “The study of a handy development set for an automatic inspection system,” AOI Forum & Show 2004, pp. 31-32, NCTU, Hsinchu, Taiwan, 2004 |
| 年度 | 2004 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 10 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang , J. Y. Chiou, M.Y. Ju, and Y. S. Chu, “Navigation based on sonar sensing in a partially structured environment,” IEEE Int. Conf. Neural Networks & Signal Processing, vol. 1, pp. 454-456, Nanjing, China, 2003 |
| 年度 | 2003 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 11 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu, S. P. Shiang, Y. R. Chien, K. S. Hwang and W. C. Lee, “A novel collision detection method based on enclosed ellipsoids,” IEEE Int. Conf. on Robotics and Automation, vol. 3, pp. 2897-2902, Korea, 2001 |
| 年度 | 2001 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 12 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu, S. P. Shiang, Y. R. Chien, K. S. Hwang and W. C. Lee, “Fast and accurate collision detection based on enclosed ellipsoids,” The Sixth International Conference on Control, Automation, Robotics and Vision (ICARCV2000), pp. TM7.6#273, Singapore, 2000 |
| 年度 | 2000 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 13 |
| 期刊或研討會名稱 | |
| 著作名稱 | 5. M. Y. Ju, J. S. Liu and K. S. Hwang, “Velocity alteration strategy for collision-free trajectory planning of two robots,” The International Computer Symposium: Workshop on Artificial Intelligence, pp. 187-194, Chaiyi, Taiwan, 2000 |
| 年度 | 2000 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 14 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “Global path planning of mobile robots based on propagating interface technique,” IEEE Int. Conf. on System, Man, and Cybernetics, vol. 4, pp. 662-667, Tokyo, Japan, 1999 |
| 年度 | 1999 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 15 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “Collision free speed profile generation for a maneuvering motion,” IEEE Int. Conf. on System, Man, and Cybernetics, vol. 4, pp. 708-713, Tokyo, Japan, 1999 |
| 年度 | 1999 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 16 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “A self-organized CMAC for robot manipulator control,” IASTED Int. Conf. Intelligent Systems and Control, pp. 210-213, Halifax, Canada, 1998 |
| 年度 | 1998 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 17 |
| 期刊或研討會名稱 | |
| 著作名稱 | K. S. Hwang and M. Y. Ju, “Auto-agent: a behavior-based architecture for mobile navigation,” SPIE Vol. 3523, Sensor Fusion and Decentralized Control in Robotic Systems, pp. 48-56, 1998 |
| 年度 | 1998 |
| 類別 | 會議論文 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 19 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu, S. P. Shiang, Y. R. Chien, K. S. Hwang and W. C. Lee, Fast and accurate collision detection based on enclosed ellipsoid, Academia Sinica, 2000 |
| 年度 | 2000 |
| 類別 | 研究計畫成果報告 |
| 摘要 | |
| 關鍵字 | |
| 編號 | 20 |
| 期刊或研討會名稱 | |
| 著作名稱 | M. Y. Ju, J. S. Liu and K. S. Hwang, Ellipsoid modeling for articulated robot manipulators for interactive motion planning, Academia Sinica, 2000 |
| 年度 | 2000 |
| 類別 | 研究計畫成果報告 |
| 摘要 | |
| 關鍵字 | |