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CRII: RI: Distributed, Stable and Robust Topology Control: New Methods for Asymmetrically Interacting Multi-Robot Teams

CRII: RI: Distributed, Stable and Robust Topology Control: New Methods for Asymmetrically Interacting Multi-Robot Teams
CRII:RI:分布式、稳定和鲁棒的拓扑控制:非对称交互多机器人团队的新方法
批准号:
1657235
负责人:
Ryan Williams
金额:
$17.43万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-01 至 2019-03-31

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中文摘要
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英文摘要
Recent years have seen a rapid increase of autonomous robotics in critical segments of research and industry. However, autonomy in teams of robots remains somewhat in its infancy. This project therefore aims to eliminate three assumptions that currently limit the autonomous control of multi-robot teams: (1) that complete system information is available to all robots at all times; (2) that robot-to-robot interactions are symmetric among team members (i.e., I see you and you see me); and (3) that interactions among robots provide enough information to guarantee predictable and safe robot motion. This project will tackle such restrictions by developing new methods for explicitly controlling robot-to-robot interaction when the above assumptions are absent, with validation in field experiments using commercial off-the-shelf robotic and Internet of Things (IoT) sensor platforms. The project outcomes will find broad relevance in applications spanning intelligent transportation, precision agriculture, autonomous construction, and defense, while allowing for deeper experimentation outside of laboratories. Finally, the project includes a comprehensive outreach plan consisting of: (1) K-12 academic experiences for underrepresented students; (2) graduate curriculum; and (3) open-source contributions to the robotics community.Towards the above goals, this project will intersect novel techniques from control and graph theory to derive stability guarantees for a new class of asymmetric topology control laws. The theoretical approaches will enable guaranteed coordination for a large class of distributed multi-robot systems. Specifically, this project will focus on the following objectives of developing: (1) nonlinear motion controllers that guarantee stable multi-robot coordination for an identified class of asymmetric robot interactions; (2) distributed algorithms for determining stable transitions in asymmetric communication and sensing topologies; (3) extensions for hardware safe control inputs and robustness to external disturbance; and (4) field experiments with aerial and ground robots, and an IoT sensor network in a target tracking regime.
期刊论文(3)
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科研奖励(0)
会议论文
DOI: 10.1109/cdc.2017.8264165
发表时间: 2017-12
期刊: 2017 IEEE 56th Annual Conference on Decision and Control (CDC)
影响因子: --
作者: [Pratik Mukherjee;A. Gasparri;Ryan K. Williams]
通讯作者: Pratik Mukherjee;A. Gasparri;Ryan K. Williams
Experimental Validation of Stable Coordination for Multi-Robot Systems with Limited Fields of View using a Portable Multi-Robot Testbed
使用便携式多机器人测试台对有限视场多机器人系统的稳定协调进行实验验证
DOI: --
发表时间: 2019
期刊: IEEE International Symposium on Multi-Robot and Multi-Agent Systems
影响因子: --
作者: [Mukherjee, P., Santilli, M., Gasparri, A., Williams, R.]
通讯作者: Williams, R.
DOI: 10.23919/acc.2019.8814457
发表时间: 2019-07
期刊: 2019 American Control Conference (ACC)
影响因子: --
作者: [Matteo Santilli;Pratik Mukherjee;A. Gasparri;Ryan K. Williams]
通讯作者: Matteo Santilli;Pratik Mukherjee;A. Gasparri;Ryan K. Williams
CAREER: Robots that Plan Interactions, Come and Go, and Build Trust
AF: Small: Lower Bounds in Complexity Theory Via Algorithms
CPS: Medium: Computation-Aware Autonomy for Timely and Resilient Multi-Agent Systems
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