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SaTC: CORE: Medium: Collaborative: Enforcement of Geofencing Policies for Commercial Unmanned Aircraft Systems

SaTC: CORE: Medium: Collaborative: Enforcement of Geofencing Policies for Commercial Unmanned Aircraft Systems
SaTC:核心:媒介:协作:商业无人机系统地理围栏政策的执行
批准号:
1801611
负责人:
Ryan Gerdes
金额:
$95.77万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2022-08-31

项目摘要

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中文摘要
翻译
在可预见的未来,依赖无人机系统(UAS)的服务和应用的采用预计将继续加速。这些服务和应用包括搜索和救援、作物监测、实时交通监测、关键基础设施检查等。随着无人机系统的继续扩散,世界各地的航空监管机构在将无人机系统的运营安全地纳入各自的国家空域系统并强制其遵守相关法规(包括强制执行禁飞区)方面面临着具有挑战性的困境。目前的无人机系统缺乏有效的机载飞行限制,无法进入关键空域,例如,机场跑道和核电站。此外,保护公众的安全和隐私免受意外和非意外UAS入侵也至关重要。该项目旨在通过开发攻击和防御措施来解决这些关键需求,以自动化,受控和可靠的方式检测,识别和击落侵犯管制/限制空域的UAS。将采用三阶段方法来阻止UAS侵犯限制空域:(1)使用被动雷达探测入侵,该被动雷达利用机会信号和来自入侵者本身的射频(RF)通信/发射;(2)部署一个或多个防御UAS,能够学习入侵者的动机和行为,以追捕UAS并获得和保持接近它,即使入侵者采取规避行动;和(3)让防御者UAS发起进攻措施,操纵/该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
The adoption of services and applications that rely on Unmanned Aircraft Systems (UAS) is expected to continue its acceleration for the foreseeable future. Such services and applications include search and rescue, crop monitoring, real-time traffic monitoring, critical infrastructure inspections, and others. As UAS continue to proliferate, aviation regulatory agencies around the world are facing a challenging dilemma in terms of safely integrating UAS operations into their respective national airspace systems and enforcing their compliance to relevant regulations, including enforcement of no fly-zones. Current UAS lack effective on-board flight restrictions that would prevent them from entering critical airspace, e.g., airport runways and nuclear power plants. Furthermore, it is essential that the safety and privacy of members of the public be safeguarded from accidental and non-accidental UAS incursions. This project aims to address these critical needs by developing offensive and defensive measures for detecting, identifying, and bringing down UAS that violate controlled/restricted airspace in an automated, controlled, and reliable manner.A three phase approach to thwarting a UAS encroaching on restricted airspace will be used: (1) detect the incursion using passive radar that exploits signals of opportunity and radio frequency (RF) communications/emissions from the encroacher itself; (2) deploy one or more defender UAS, capable of learning the motivations and behaviors of the encroacher, to pursue the UAS and gain and maintain proximity to it even should the encroacher take evasive action; and (3) have the defender UAS launch offensive measures that manipulate/compromise the sensor and actuation signals the encroacher relies on to stay airborne.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(22)
专著(0)
科研奖励(0)
会议论文
Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy
基于同步强化学习的认知自主控制
DOI: 10.1561/2600000022
发表时间: 2020
期刊: Foundations and Trends® in Systems and Control
影响因子: --
作者: [Vamvoudakis, Kyriakos G., Kokolakis, Nick-Marios T.]
通讯作者: Kokolakis, Nick-Marios T.
DOI: 10.1109/access.2020.2966763
发表时间: 2020-01
期刊: IEEE Access
影响因子: 3.9
作者: [D. Muniraj;Dany Abou Jaoude;M. Farhood]
通讯作者: D. Muniraj;Dany Abou Jaoude;M. Farhood
DOI: 10.1109/tnnls.2022.3203977
发表时间: 2022-10
期刊: IEEE Transactions on Neural Networks and Learning Systems
影响因子: 10.4
作者: [Nikolaos-Marios T Kokolakis;K. Vamvoudakis]
通讯作者: Nikolaos-Marios T Kokolakis;K. Vamvoudakis
DOI: 10.23919/acc53348.2022.9867823
发表时间: 2022-06
期刊: 2022 American Control Conference (ACC)
影响因子: --
作者: [Filippos Fotiadis;Aris Kanellopoulos;K. Vamvoudakis;J. Hugues]
通讯作者: Filippos Fotiadis;Aris Kanellopoulos;K. Vamvoudakis;J. Hugues
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