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研究生: 蔡坤育
Tsai, Kun-Yu
論文名稱: 具機械手臂之移動機器人系統整合與物件搬移控制器設計
Integration of Mobile Robot System with Robot Arm and Design of Object Moving Controller
指導教授: 呂藝光
Leu, Yih-Guang
學位類別: 碩士
Master
系所名稱: 電機工程學系
Department of Electrical Engineering
論文出版年: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 101
中文關鍵詞: 具機械手臂之移動機器人PID 控制器
英文關鍵詞: Mobile robot with a robot arm, PID controller
DOI URL: http://doi.org/10.6345/NTNU202001035
論文種類: 學術論文
相關次數: 點閱:167下載:38
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  • 本論文開發以具機械手臂之移動機器人,其中機械手臂具有 4 個自由度,機械手臂上的四顆馬達,可驅動關節伸縮、旋轉及夾取。另外四輪移動機器人,可驅動輪子前進、後退及旋轉。因此該移動機器人在三維空間中自由移動,並且搬移物件到指定區域內。

    具機械手臂之移動機器人是以微控制器作為控制的核心,透過霍爾元件偵測左右輪速度、超音波感測器偵測障礙物與影像偵測判斷物件的位置,最後將資料回傳至微控制器,另外本文由順向、逆向運動學來推導機械手臂上各關節變數以及 PID 控制器讓左右輪等速,使得具機械手臂之移動機器人可在室內自由移動、避障且可執行物件搬移功能。

    This paper develops a mobile robot with a robot arm. The robotic arm has 4 degrees of freedom, the four motors on the robotic arm can drive the joints to expand, contract and rotate. In addition, the four-wheel mobile robot can drive the wheels forward, backward and rotate. Therefore, the mobile robot moves freely in a three-dimensional space and moves objects to a designated area.

    The mobile robot with a robot arm uses a microcontroller as the core of control. The Hall sensors, ultrasonic sensors, and image sensor are used to detect the speed of the left and right wheels, obstacles, and the position of the object, respectively. Then, the sensor data are sent to the microcontroller. In addition, in this paper, the forward and reverse kinematics are used to derive the joint variables on the robotic arm and the PID controller to make the left and right wheels have constant speed, so that the mobile robot with a robotic arm can move freely indoors, avoid obstacles, and perform object movement functions.

    謝 辭 i 摘要 ii Abstract iii 目  錄 iv 表 目 錄 vi 圖 目 錄 vii 第一章 緒論 1 1.1 研究動機與背景 1 1.2 研究目的 2 1.3 研究方法 2 1.4 論文架構 3 第二章  文獻探討與回顧 4 2.1 具機械手臂之移動機器人應用與原理 4 2.2 移動機器人運動學模型與控制應用 5 2.2.1 移動機器人運動學模型 5 2.2.2 PID速度控制 7 2.3 影像辨識應用工程 8 2.4 機械手臂運動學模型 10 2.4.1 順向運動學 10 2.4.2 逆向運動學 11 第三章  具機械手臂之移動機器人之整合與控制 12 3.1 硬體架構 12 3.2 軟體架構 35 3.2.1 移動機器人軟體架構 36 3.2.2 顏色影像辨識軟體架構 38 3.2.3 機械手臂軟體架構 39 第四章  控制方法與模擬驗證 40 4.1 具機械手臂之移動機器人室內移動模擬實驗 41 4.2 具機械手臂之移動機器人抓取物件模擬實驗 47 4.2.1 順向運動學 47 4.2.2 逆向運動學 50 4.2.3 順向運動學模擬實驗 55 4.2.4 逆向運動學模擬實驗 57 第五章  實驗結果與討論 62 5.1 具機械手臂之移動機器人控速實驗 62 5.1.1 具機械手臂之移動機器人左右輪控速實驗 62 5.1.2 具機械手臂之移動機器人影像辨識實驗 67 5.1.3 具機械手臂之移動機器人抓取物件實驗 70 5.2 具機械手臂之移動機器人系統整合實驗 80 第六章  結論與未來展望 96 6.1 結論 96 6.2 未來展望 96 參考文獻 97 自傳 100 學術成就 101

    [1] 移動機器人的起源,From https://kknews.cc/zh-tw/tech/pg8jbep.html
    [2] R. Siegwart and I. R. Nourbakhsh, Introduction to Autonomous Mobile Robots, MIT Press., vol. 23. 2004.
    [3] Wang Fude, Zheng Jigui, Yuan Guifang, Li Pengfei and Hou Junrui, "Design and Obstacle-Climbing Performance Analysis of Arm-Wheeled Robot Based on Creo and Adams", in Chiese Automation Congress(CAC), October 2017.
    [4] Amirreza Kebritchi, Pedram Hosseiniakram, Sara Havashinezhadian and Mostafa Rostami, " Design and Development of an Omnidirectional Mobile Manipulator for Indoor Environment ", in RSI International Conference on Robotics and Mechatronics(IcRoM), March 2019.
    [5] Emmanuel Dean-Leon, Brennand Pierce, Florian Bergner, Philipp Mittendorfer, Karinne Ramirez-Amaro, Wolfgang Burger and Gordon Cheng, " TOMM: Tactile Omnidirectional Mobile Manipulator ", in IEEE International Conference on Robotics and Automation(ICRA), June 2017.
    [6] Biao Zhang, Carlos Martinez, Jianjun Wang, Thomas Fuhlbrigge, William Eakins and Heping Chen, " The Challenges of Integrating an Industrial Robot on a Mobile Platform ", in IEEE International Conference on Automation and Logistics, August 2010.
    [7] Roberto Antonio Orozco-Velázquez , Ramón Silva-Ortigoza and Celso Márquez- Sánchez, “ Ackerman Mobile Robot with Arm ”, 2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2016.11.
    [8] Kichang Lee, Jiyoung Lee, Bungchul Woo, Jeongwook Lee, Young-Jin Lee and Syungkwon Ra, "Modeling and Control of a Articulated Robot Arm with Embedded Joint Actuators", in International Conference on Information and Communication Technology Robotics(ICT-ROBOT), September 2018.
    [9] K. lnoue, Y.Nishihama, T.Arai and Y.Mae, "Mobile manipulation of humanoid robots-body and leg control for dual arm manipulation", in International Conference on Robotics and Automation, May 2002.
    [10] Tie-jun Zhao, Jing Yuan, Ming-yang Zhao and Da-long Tan, "Research on the Kinematics and Dynamics of a 7-DOF Arm of Humanoid Robot ", in International Conference on Robotics and Biomimetics, December 2006.
    [11] Robot Dynamics and Control Second Edition,Mark W. Spong, Seth Hutchinson, and M. Vidyasagar.
    [12] 曹顥瀚,”透過雙目立體視覺實現四輪移動自主機器人之避障控制”,碩士論文,國立臺灣師範大學工業教育學系,臺灣,2018
    [13] Jingang Yi,Dezhen Song, Junjie Zhang and Zane Goodwin, "Adaptive Trajectory Tracking Control of Skid-Steered Mobile Robots," Robotics and Automation,2007.IEEE International Conference on, Roma, 2007, pp.2605-2610
    [14] A. Le, D. Rye, and H. Durrant-Whyte, ,"Estimation of Track-Soil Interactions for Autonomous Tracked Vehicles," in Proc. IEEE Int. Conf. Robotics Automation, Albuquerque, NM, 1997, pp. 1388–1393.
    [15] J. Martinez, A. Mandow, J. Morales, S. Pedraza, and A. Garcia-Cerezo, "Approximating Kinematics for Tracked Mobile Robots, " Int. J. Robot. Res., vol. 24, no. 10, pp. 867–878, 2005
    [16] J. Wong, Theory of Ground Vehicles, 3rd ed. Hoboken, NJ: John Wiley & Sons, Inc., 2001
    [17] J. Wong and C. Chiang, "A General Theory for Skid Steering of Tracked Vehicles on Firm Ground, " Proc. Inst. Mech. Eng., Part D: J. Auto. Eng., vol. 215, pp. 343–355, 2001
    [18] 自動駕駛汽車歷史介紹,https://zh.wikipedia.org/wiki/%E8%87%AA%E5%8B%95%E9%A7%95%E9%A7%9B%E6%B1%BD%E8%BB%8A
    [19] Luca Caracciolo, Alessandro De Luca and Stefano Iannitti, " Trajectory Tracking Control of a Four-Wheel Differentially Driven Mobile Robot", in Intermational Conference on Robotics and Automation, May 1999, pp. 2632-2638
    [20] S.Pothorajoo and H.Daniyal, “PID bidirectional speed controller for BLDC with seamless speed reversal using Direct Commutation Switching Scheme, "2017 IEEE 8th Control and System Graduate Researvh Colloquium(ICSGRC) ", Shah Alam, 2017, pp. 7-12.
    [21] Shaukat Hayat, She Kun, Zuo Tengtao, Yue Yu, Tianyi Tu and Yantong Du, "A Deep Learning Framework Using Convolutional Neural Network for Multi-Class Object Recognition", in International Conference on Image, Vision and Computing(ICIVC), June 2018.
    [22] Yashu Zhang, Yue Ming and Runqing Zhang, "Object Detection and Tracking based on Recurrent Neural Networks", in International Conference on Signal Processing(ICSP), August 2018.
    [23] 影像辨識由來,https://makerpro.cc/2018/11/image_recognition-is-bringing-a_new_life/
    [24] 3D立體顯示技術介紹,From https://adolab.nctu.edu.tw/activities/03.pdf
    [25] Z. Zhang, "A flexible new technique for camera calibration," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 11, pp. 1330-1334, Nov 2000.
    [26] J. Weng, P. Cohen and M. Herniou, "Camera calibration with distortion models and accuracy evaluation ", in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 14, no. 10, pp. 965-980, Oct 1992.
    [27] Liu Feng, Liu Xiaoyu and Chen Yi, "An efficient detection method for rare colored capsule based on RGB and HSV", in International Conference on Granular Computing(Grc), October 2014.
    [28] Stanford手臂由來,
    http://www.robotzone.com.hk/index.php?option=com_content&view=article&id=102:2010-07-05-08-22-09&catid=45:robot-&Itemid=131
    [29] SCARA手臂由來,https://www.booster-machine.com/article_detail_11.htm

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