Toward an assembly plan from observation. I. Task recognition with polyhedral objects
نویسندگان
چکیده
Currently, most robot programming is done either by manual programming or by the "teach-by-showing" method using a teach pendant. Both of these methods have been found to have several drawbacks. We propose a novel method to program a robot, the assembly-plan-fromobservation (APO) method. The APO method aims to build a system that has the capability of observing a human performing an assembly task, understanding the task based on the observation, and generating the robot program to achieve the same task. In particular, this paper defines assembly relations which serve as the basic representation of each assembly task. Then, we verify that such assembly relations can be recovered from the observation of human assembly tasks, and that from such assembly relations, it is possible to generate robot motion commands to repeat the same assembly task. Finally, we demonstrate an APO system based on the assembly relations. iamp*',V M I Q I " , I : T
منابع مشابه
Towards an Assembly Plan from Observation: Task recognition with polyhedral objects
task models instantiated task model I Grasp Recognition recognizing where and how the human operator grasps an Object for achieving the assembly
متن کاملToward an Assembly Plan from Observation Part I: Task Recognition With Polyhedral Objects
Currently, most robot programming is done either by manual programming or using a teach pendant as part of the “teach-by-showing” method. Both of these methods have been found to have several drawbacks. We are developing a novel method with which to program a robot: the assemblyplan-from-observation (APO) method. The APO method aims to build a system that has the capability of observing a human...
متن کاملPartitioning COntact-State Space Using The Theory of Polyhedral Convex Cones
The assembly plan from observation (APO) system observes a human operator perform an assembly task, analyzes the observations, models the task, and generates the programs for the robot to perform the same task. A major component of the APO system is the task recognition module, which models the observed task. The task model in the APO context is defined as a sequence of assembly states of the p...
متن کاملCorrecting observation errors for assembly task recognition
1 I n t r o d u c t i o n The completion of robot programs requires long development time and much effort. To shorten the programming time and to minimize the effort, we have been developing the assembly plan from observation (APO) system[I]. The goal of the APO system is enable us to design and develop a robot that can perform assembly tasks by observing how humans perform those tasks. The APO...
متن کاملAssembly Plan from Observation
Currently, mast robot programming is done either by manual programming or by the "teach-by-showing "method using a teach pendant. Both of these methods have been found to have several drawbacks. We have been developing a novel method for programming a robot: the assembly-plan-from-observation (APO) method. The APO method aims to build a system that has threefold capabilities. It observes a huma...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IEEE Trans. Robotics and Automation
دوره 10 شماره
صفحات -
تاریخ انتشار 1994