COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain
Dynamic obstacle avoidance is essential for unmanned surface vehicles (USVs) to achieve autonomous sailing. This paper presents a dynamic navigation ship domain (DNSD)-based dynamic obstacle avoidance approach for USVs in compliance with COLREGs. Based on the detected obstacle information, the appro...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-08-01
|
Series: | Journal of Marine Science and Engineering |
Subjects: | |
Online Access: | https://www.mdpi.com/2077-1312/9/8/837 |
id |
doaj-4c912d891f6b434a8f243751be22ac98 |
---|---|
record_format |
Article |
spelling |
doaj-4c912d891f6b434a8f243751be22ac982021-08-26T13:56:53ZengMDPI AGJournal of Marine Science and Engineering2077-13122021-08-01983783710.3390/jmse9080837COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship DomainFang Deng0Leilei Jin1Xiuhui Hou2Longjin Wang3Boyang Li4Hualin Yang5College of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaCollege of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaCollege of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaCollege of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaCollege of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaCollege of Mechanical and Electrical Engineering, Qingdao University of Science and Technology, Qingdao 266061, ChinaDynamic obstacle avoidance is essential for unmanned surface vehicles (USVs) to achieve autonomous sailing. This paper presents a dynamic navigation ship domain (DNSD)-based dynamic obstacle avoidance approach for USVs in compliance with COLREGs. Based on the detected obstacle information, the approach can not only infer the collision risk, but also plan the local avoidance path trajectory to make appropriate avoidance maneuvers. Firstly, the analytical DNSD model is established taking into account the ship parameters, maneuverability, sailing speed, and encounter situations regarding COLREGs. Thus, the DNSDs of the own and target ships are utilized to trigger the obstacle avoidance mode and determine whether and when the USV should make avoidance maneuvers. Then, the local avoidance path planner generates the new avoidance waypoints and plans the avoidance trajectory. Simulations were implemented for a single obstacle under different encounter situations and multiple dynamic obstacles. The results demonstrated the effectiveness and superiority of the proposed DNSD-based obstacle avoidance algorithm.https://www.mdpi.com/2077-1312/9/8/837unmanned surface vehiclesdynamic obstacle avoidancedynamic navigation ship domainlocal path planningCOLREGs |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fang Deng Leilei Jin Xiuhui Hou Longjin Wang Boyang Li Hualin Yang |
spellingShingle |
Fang Deng Leilei Jin Xiuhui Hou Longjin Wang Boyang Li Hualin Yang COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain Journal of Marine Science and Engineering unmanned surface vehicles dynamic obstacle avoidance dynamic navigation ship domain local path planning COLREGs |
author_facet |
Fang Deng Leilei Jin Xiuhui Hou Longjin Wang Boyang Li Hualin Yang |
author_sort |
Fang Deng |
title |
COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain |
title_short |
COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain |
title_full |
COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain |
title_fullStr |
COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain |
title_full_unstemmed |
COLREGs: Compliant Dynamic Obstacle Avoidance of USVs Based on theDynamic Navigation Ship Domain |
title_sort |
colregs: compliant dynamic obstacle avoidance of usvs based on thedynamic navigation ship domain |
publisher |
MDPI AG |
series |
Journal of Marine Science and Engineering |
issn |
2077-1312 |
publishDate |
2021-08-01 |
description |
Dynamic obstacle avoidance is essential for unmanned surface vehicles (USVs) to achieve autonomous sailing. This paper presents a dynamic navigation ship domain (DNSD)-based dynamic obstacle avoidance approach for USVs in compliance with COLREGs. Based on the detected obstacle information, the approach can not only infer the collision risk, but also plan the local avoidance path trajectory to make appropriate avoidance maneuvers. Firstly, the analytical DNSD model is established taking into account the ship parameters, maneuverability, sailing speed, and encounter situations regarding COLREGs. Thus, the DNSDs of the own and target ships are utilized to trigger the obstacle avoidance mode and determine whether and when the USV should make avoidance maneuvers. Then, the local avoidance path planner generates the new avoidance waypoints and plans the avoidance trajectory. Simulations were implemented for a single obstacle under different encounter situations and multiple dynamic obstacles. The results demonstrated the effectiveness and superiority of the proposed DNSD-based obstacle avoidance algorithm. |
topic |
unmanned surface vehicles dynamic obstacle avoidance dynamic navigation ship domain local path planning COLREGs |
url |
https://www.mdpi.com/2077-1312/9/8/837 |
work_keys_str_mv |
AT fangdeng colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain AT leileijin colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain AT xiuhuihou colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain AT longjinwang colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain AT boyangli colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain AT hualinyang colregscompliantdynamicobstacleavoidanceofusvsbasedonthedynamicnavigationshipdomain |
_version_ |
1721192247438868480 |