机器人
自动化
鉴定(生物学)
校准
计算机科学
工业机器人
控制工程
制造工程
工程类
工业工程
人工智能
机械工程
数学
植物
生物
统计
作者
Zhibin Li,Shuai Li,Xin Luo
出处
期刊:IEEE/CAA Journal of Automatica Sinica
[Institute of Electrical and Electronics Engineers]
日期:2021-01-01
卷期号:8 (1): 23-36
被引量:196
标识
DOI:10.1109/jas.2020.1003381
摘要
With the continuous improvement of automation, industrial robots have become an indispensable part of automated production lines. They widely used in a number of industrial production activities, such as spraying, welding, handling, etc., and have a great role in these sectors. Recently, the robotic technology is developing towards high precision, high intelligence. Robot calibration technology has a great significance to improve the accuracy of robot. However, it has much work to be done in the identification of robot parameters. The parameter identification work of existing serial and parallel robots is introduced. On the one hand, it summarizes the methods for parameter calibration and discusses their advantages and disadvantages. On the other hand, the application of parameter identification is introduced. This overview has a great reference value for robot manufacturers to choose proper identification method, points further research areas for researchers. Finally, this paper analyzes the existing problems in robot calibration, which may be worth researching in the future.
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