Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation

被引:0
|
作者
Guo, Xiaofeng [1 ]
He, Guanqi [1 ]
Xu, Jiahe [1 ]
Mousaei, Mohammadreza [1 ]
Geng, Junyi [2 ]
Scherer, Sebastian [1 ]
Shi, Guanya [1 ]
机构
[1] Carnegie Mellon Univ, Robot Inst, Sch Comp Sci, Pittsburgh, PA 15213 USA
[2] Penn State Univ, Coll Engn, Dept Aerosp Engn, University Pk, PA 16802 USA
来源
关键词
Force; Trajectory; End effectors; Target tracking; Touch sensitive screens; Planning; Autonomous aerial vehicles; Trajectory planning; Pipelines; Manipulator dynamics; Aerial systems: applications; aerial systems: mechanics and control; integrated planning and control;
D O I
10.1109/LRA.2024.3486236
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).
引用
收藏
页码:11194 / 11201
页数:8
相关论文
共 50 条
  • [31] Contact Motion Planning Including Force Direction with Relaxing Impact
    Maki, Hayato
    Katsura, Seiichiro
    IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 4031 - 4036
  • [32] Hybrid Force/Position Control of Aerial Manipulators in Contact Operation
    Meng X.
    He Y.
    Han J.
    Jiqiren/Robot, 2020, 42 (02): : 167 - 178
  • [33] Contact Force-Velocity Control for a Planar Aerial Manipulator
    Suthar, Prakashkumar D.
    Sangwan, Vivek
    IFAC PAPERSONLINE, 2022, 55 (01): : 1 - 7
  • [34] Detection and Control of Contact Force Transients in Robotic Manipulation without a Force Sensor
    Karlsson, Martin
    Robertsson, Anders
    Johansson, Rolf
    2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2018, : 4091 - 4096
  • [35] Aerial robotic contact-based inspection: planning and control
    Kostas Alexis
    Georgios Darivianakis
    Michael Burri
    Roland Siegwart
    Autonomous Robots, 2016, 40 : 631 - 655
  • [36] The role of environment dynamics in contact force control of manipulation robots
    Vukobratovic, M
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1997, 119 (01): : 86 - 89
  • [37] Aerial robotic contact-based inspection: planning and control
    Alexis, Kostas
    Darivianakis, Georgios
    Burri, Michael
    Siegwart, Roland
    AUTONOMOUS ROBOTS, 2016, 40 (04) : 631 - 655
  • [38] Supervisory switching strategy in motion/force control of robotic manipulation
    Prattichizzo, D
    Borrelli, D
    Barbagli, F
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2002, 9 (04): : 587 - 601
  • [39] Exploiting Null Space in Aerial Manipulation through Model-In-The-Loop Motion Planning
    Ivanovic, Antun
    Car, Marko
    Orsag, Matko
    Bogdan, Stjepan
    2020 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'20), 2020, : 686 - 693
  • [40] Motion Planning and Stabilization Control of a Multipropeller Multifunction Aerial Robot
    Ding, Xilun
    Yu, Yushu
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2013, 18 (02) : 645 - 656