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CSR: Small: Virtual Sky: Morphable Geo-Spatial Computing for the Internet of Planes

CSR: Small: Virtual Sky: Morphable Geo-Spatial Computing for the Internet of Planes
CSR:小型:虚拟天空:飞机互联网的可变形地理空间计算
批准号:
1816307
负责人:
Stacy Patterson
金额:
$32.46万
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:
2018-10-01 至 2023-12-31

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中文摘要
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英文摘要
In the near future, a majority of aircraft will be equipped with sophisticated technology to sense flight conditions and to directly communicate with nearby aircraft. By sharing information, each plane can provide mission critical information to its pilot beyond what can be perceived by a single aircraft. An example is warning of dangerous weather conditions just outside of an aircraft's sensing range. This project will create a Virtual Sky platform that enables the network of planes, called the Internet of Planes (IoP), to fuse and analyze sensed data correctly, reliably, and quickly, to support safer and more efficient air travel. The project is divided into two thrusts. The first is to create distributed algorithms for planes to learn a consistent, accurate estimate of flight conditions. Contributions will include analysis of the correctness and performance of the algorithms and a study of their theoretical limits in global-scale dynamic networks like the IoP. The second research thrust is the development and evaluation of a large-scale prototype of the Virtual Sky that uses real-time aircraft and weather data. The prototype also integrates a flight simulator, which will be used to study the benefits of the application with a human pilot in the loop.The solutions developed for this project have applications in many other data-rich mobile computing platforms, including ground vehicle networks, to provide real-time information on road and traffic conditions, and autonomous drone networks, for search and rescue or wildfire monitoring, for example. This project also includes curriculum development and outreach activities in mobile and edge computing, including a Raspberry Pi hackathon that will provide students with hands-on learning with sensors and edge computing devices. All research products of this project, including data, source code, publications, and other project artifacts will be made publicly available at the project repository: http://nsl.cs.rpi.edu/iop. The prototype software will be published as an open source repository on github.com under the GPL license. The research products will be maintained for a period of no less than three years after the end of the project.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(21)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1109/cloud55607.2022.00046
发表时间: 2022-06
期刊: 2022 IEEE 15th International Conference on Cloud Computing (CLOUD)
影响因子: --
作者: [Lorson Blair;Carlos A. Varela;S. Patterson]
通讯作者: Lorson Blair;Carlos A. Varela;S. Patterson
DOI: 10.1145/3344948.3344986
发表时间: 2019-09
期刊: Proceedings of the 13th European Conference on Software Architecture - Volume 2
影响因子: --
作者: [Camilo Castellanos;Carlos A. Varela;Darío Correal]
通讯作者: Camilo Castellanos;Carlos A. Varela;Darío Correal
Aircraft Weight Estimation During Take-off Using Declarative Machine Learning
使用声明性机器学习估计起飞期间的飞机重量
DOI: 10.1109/dasc50938.2020.9256454
发表时间: 2020
期刊: AIAA/IEEE 39th Digital Avionics Systems Conference (DASC
影响因子: --
作者: [Gurny, Sinclair, Falvo, Jason, Varela, Carlos]
通讯作者: Varela, Carlos
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms
分布式算法的动态数据驱动的正式进度范围
DOI: 10.1007/978-3-030-61725-7_29
发表时间: 2020
期刊: Dynamic Data Driven Application Systems (InfoSymbiotics/DDDAS 2020
影响因子: --
作者: [Paul, S., Kopsaftopoulos, F., Varela, C.A.]
通讯作者: Varela, C.A.
19
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    • 财政年份:
      2016
    • 负责人:
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    • 资助金额:
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      2024
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    • 资助金额:
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    • 负责人:
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    • 项目类别:
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    • 资助金额:
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