Research on Autonomous Berthing Algorithm of USV Based on Prior Berth Information

With the rapid development of unmanned equipment technology, in order to improve the autonomous navigation ability of USV s, this paper proposes an autonomous berthing algorithm for USVs with variable speed based on prior berth information, aiming at the autonomous berthing task of USVs in the complex environment of port and wharf. The algorithm can realize the autonomous departure from the docking dock under the low speed control. Considering the complexity of the dock environment, this paper combined Bezier curve to achieve multi-stage berthing path planning and splicing, and based on the parameter curve to achieve the smooth control of the USV under varying speed, to solve the problems of the USV in the berthing process such as too large Angle and bow output oscillation. By building an intelligent algorithm evolution verification platform combining virtual and real, and designing typical test scenarios, the process verification of autonomous berthing algorithm of USV was completed to verify the effectiveness and feasibility of the algorithm.

Authors

Institutions

Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/aicit62434.2024.10730169
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on Autonomous Berthing Algorithm of USV Based on Prior Berth Information

Yi Zhao, Jackson Kong, Yuan Kang, Zhengyu Li
Advanced Manufacturing and Logistics Optimization
article

Research on Autonomous Berthing Algorithm of USV Based on Prior Berth Information

Yi Zhao, Jackson Kong, Yuan Kang, Zhengyu Li
article en

Abstract

With the rapid development of unmanned equipment technology, in order to improve the autonomous navigation ability of USV s, this paper proposes an autonomous berthing algorithm for USVs with variable speed based on prior berth information, aiming at the autonomous berthing task of USVs in the complex environment of port and wharf. The algorithm can realize the autonomous departure from the docking dock under the low speed control. Considering the complexity of the dock environment, this paper combined Bezier curve to achieve multi-stage berthing path planning and splicing, and based on the parameter curve to achieve the smooth control of the USV under varying speed, to solve the problems of the USV in the berthing process such as too large Angle and bow output oscillation. By building an intelligent algorithm evolution verification platform combining virtual and real, and designing typical test scenarios, the process verification of autonomous berthing algorithm of USV was completed to verify the effectiveness and feasibility of the algorithm.

Wuhan Ship Development & Design Institute (CN)
Openalex Percentile: Top 73%
Advanced Manufacturing and Logistics Optimization
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.