An Improved PID Method for Trajectory Tracking of Underwater Robots

Aiming at the problem that the traditional PID controller regulation process of underwater robots is complicated in manual tuning, has a lot of repetitive workload, and is difficult to get the optimal parameter combinations, an Improved PID Method for Trajectory Tracking of Underwater Robots is proposed. Firstly, the underwater robot is modeled and simulated to determine the parameters of its dynamic process; the recorded parameters are substituted into the parameter tuning model, and the values of the proportional gain and the desired closed-loop bandwidth parameters are calculated; the phase overrun com- pensation parameters in the PID tuning formula are initialized, and the parameters are tuned in combination with the simulation results; and finally, the optimal parameter configurations are derived. The simulation results show that the improved PID algorithm can make the position vectors of the snorkel converge more quickly, and have smaller overshoot and smaller steady- state error than the traditional PID algorithm.

Authors

Institutions

Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/csis-iac63491.2024.10919412
Citations
1
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
Field-Weighted Citation Impact
0.34
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Improved PID Method for Trajectory Tracking of Underwater Robots

Naimeng Cang, Xiyuan Zhang, Zhonghao Zhang, Dongsheng Guo et al.
1 citations
Underwater Vehicles and Communication Systems
0.34
article

An Improved PID Method for Trajectory Tracking of Underwater Robots

Naimeng Cang, Xiyuan Zhang, Zhonghao Zhang, Dongsheng Guo, Ying Shen, Jinrong Zheng
article en
1 citations

Abstract

Aiming at the problem that the traditional PID controller regulation process of underwater robots is complicated in manual tuning, has a lot of repetitive workload, and is difficult to get the optimal parameter combinations, an Improved PID Method for Trajectory Tracking of Underwater Robots is proposed. Firstly, the underwater robot is modeled and simulated to determine the parameters of its dynamic process; the recorded parameters are substituted into the parameter tuning model, and the values of the proportional gain and the desired closed-loop bandwidth parameters are calculated; the phase overrun com- pensation parameters in the PID tuning formula are initialized, and the parameters are tuned in combination with the simulation results; and finally, the optimal parameter configurations are derived. The simulation results show that the improved PID algorithm can make the position vectors of the snorkel converge more quickly, and have smaller overshoot and smaller steady- state error than the traditional PID algorithm.

Hainan University (CN), Institute of Deep-Sea Science and Engineering (CN)
Openalex Percentile: Top 36%
Underwater Vehicles and Communication Systems
0.34
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.