Role-based collaborative task planning of heterogeneous multi-autonomous underwater vehicles

Author:

Zhang Lanyong1,Zhang Lei1ORCID,Liu Sheng1

Affiliation:

1. College of Automation, Harbin Engineering University, Heilongjiang, China

Abstract

The multi-autonomous underwater vehicles (Multi-AUVs) cluster is an important means to solve the marine tasks effectively. The heterogeneous Multi-AUVs are constrained by cooperative relationship, and a model of multi-autonomous underwater vehicles role-based collaborative task planning is proposed. The Multi-AUVs are set to different roles depending on the functional properties. To analyze the accountability of each role, and to ensure the reliability, the desired behavior and the estimate state of each role are described in the model. Task allocation needs to be implemented dynamically in path planning, for the existing of the cooperative relationships and the demand of tasks changes. Role-based task assessment and allocation methods are proposed to achieve dynamic adjustment of roles according to task requirements. Due to poor underwater communication conditions, the implicit coordination framework is implied to the coordinate information interaction to compensate the large delays in underwater communications and the reliance between Multi-AUVs. To adapt to the implicit collaborative framework and poor communication conditions, a variable communication radius (contract network) is proposed. The simulation result shows that the proposed method has well performance.

Funder

Natural Science Foundation of Harbin

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Online Task Planning Method of Anti-Ship Missile Based on Rolling Optimization;Journal of Systems Engineering and Electronics;2024-06

2. Task Allocation of Multiple AUVs and Simulation in Large Range Underwater Environment;2024 7th International Symposium on Autonomous Systems (ISAS);2024-05-07

3. Task Assignment and Planning Model of Multi-UAV Cooperative Operation Based on Fuzzy Clustering Algorithm;2023 International Conference on Internet of Things, Robotics and Distributed Computing (ICIRDC);2023-12-29

4. Evaluation of a student-centered online one-to-one tutoring system;Interactive Learning Environments;2021-08-04

5. Accurate Calibration for Large-Scale Tracking-Based Visual Measurement System;IEEE Transactions on Instrumentation and Measurement;2021

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3