TY - GEN
T1 - Modeling and forecasting of time delay about the space robot teleoperation system
AU - Chen, Haifei
AU - Huang, Panfeng
AU - Liu, Zhengxiong
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/7
Y1 - 2019/7
N2 - Time delay is the biggest barrier in improving the control property for teleoperation system, especially for space robot teleoperation system (SRTS) that faces the most complex and serious case being composed of three parts: 1) transport time delay between the ground control-center and base-station; 2) transmission time delay between the ground and space base-stations; 3) processing time delay among all information loops. To solve time delay problem for SRTS, modeling and forecasting methods concerning time delay are studied in this paper, which are the foundation of well controlling SRTS. As the round trip time delay often is the form in measuring and processing, it is more advisable to design a method which can simultaneously disposal those three parts time delay, but not process different parts time delay separately with different methods. Then, based on topological structure and statistics character analysis of those three parts time delay, a modified Spared-based Multivariate Linear Regression (SMLR) model is proposed to simultaneously solve them in this paper. Based on the aforementioned work, time delay can be forecasted precisely implying that time delay is definite and known in advance, which is beneficial to the improvement of control properties for SRTS. In final, simulations are given to illustrate the effectiveness of the proposed methods.
AB - Time delay is the biggest barrier in improving the control property for teleoperation system, especially for space robot teleoperation system (SRTS) that faces the most complex and serious case being composed of three parts: 1) transport time delay between the ground control-center and base-station; 2) transmission time delay between the ground and space base-stations; 3) processing time delay among all information loops. To solve time delay problem for SRTS, modeling and forecasting methods concerning time delay are studied in this paper, which are the foundation of well controlling SRTS. As the round trip time delay often is the form in measuring and processing, it is more advisable to design a method which can simultaneously disposal those three parts time delay, but not process different parts time delay separately with different methods. Then, based on topological structure and statistics character analysis of those three parts time delay, a modified Spared-based Multivariate Linear Regression (SMLR) model is proposed to simultaneously solve them in this paper. Based on the aforementioned work, time delay can be forecasted precisely implying that time delay is definite and known in advance, which is beneficial to the improvement of control properties for SRTS. In final, simulations are given to illustrate the effectiveness of the proposed methods.
KW - Modeling and forecasting of the time delay
KW - Space robot teleoperation system (SRTS)
UR - http://www.scopus.com/inward/record.url?scp=85073214975&partnerID=8YFLogxK
U2 - 10.1109/ICARM.2019.8834134
DO - 10.1109/ICARM.2019.8834134
M3 - 会议稿件
AN - SCOPUS:85073214975
T3 - 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019
SP - 529
EP - 534
BT - 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019
Y2 - 3 July 2019 through 5 July 2019
ER -