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MRI: Development of a mmWave-Networked Robotic Testbed for Multi-Agent AI Learning and Operations

MRI: Development of a mmWave-Networked Robotic Testbed for Multi-Agent AI Learning and Operations
MRI:开发用于多智能体人工智能学习和操作的毫米波网络机器人测试台
批准号:
2117822
负责人:
Dimitris Pados
金额:
$100.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-10-01 至 2025-09-30

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中文摘要
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英文摘要
This proposal aims to develop an experimental shared re-programmable platform that will provide robotics and research communities with an instrument that can be a catalyst in the field. The platform will advance research activities in the field of multiagent AI, mmWave networking and communications. It will enable rapid testing and repeatable comparable evaluation of collaborative swarming operations and distributed sensing, positioning, timing, navigation, and communication developed by researchers at different institutions. To the best of the investigators’ knowledge) to recreate mobility and dynamism seen in real world scenarios it will be the first to allow thorough experimental evaluation of multifunction mmWave radios, and creates an opportunity to strengthen the on-going partnerships between researchers in mmWave networking and an industrial player that has been leading the development of mmWave and subTHz software-defined radios,The platform offers a unique research and training opportunity for undergraduate and graduate students at Florida Atlantic University (FAU) for the potential to train information technology professionals and scientists with unique theoretical and system design skills in mmWave wireless networking, robotics, and multiple-agent AI operations. Indeed, it has the potential to become the experimental platform of choice for te mmWave communications and networking and robotics research community. Moreover, researchers at other institutions will be allowed (and trained appropriately) to use the platform. The platform will be incorporated into the current graduate courses taught by the PIs to provide students with an edge over other wireless communication and networking-centric graduates, thus providing these students with an advantage in the competitive job market. The instrument will also benefit the CISE community advancing robotics and wireless research. The infrastructure will be available for researchers in the field. FAU will either charge user’s fees as needed or will provide access free of charge to users willing to fund their own experiments. The code and schematics of the mmWave transceiver kit will be made available to the community.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(8)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1109/jispin.2023.3336609
发表时间: 2023
期刊: IEEE Journal of Indoor and Seamless Positioning and Navigation
影响因子: --
作者: [Stepan Mazokha;Fanchen Bao;G. Sklivanitis;Jason O. Hallstrom]
通讯作者: Stepan Mazokha;Fanchen Bao;G. Sklivanitis;Jason O. Hallstrom
Last One Standing: Building a Wireless Link That Survives in Challenging Environments
最后一站:建立在充满挑战的环境中生存的无线链路
DOI: 10.1109/southeastcon51012.2023.10115188
发表时间: 2023
期刊: IEEE
影响因子: --
作者: [Torabi, Amir, Sklivanitis, George, Pados, Dimitris A., Bentley, Elizabeth S., Suprenant, Joseph, Medley, Michael]
通讯作者: Medley, Michael
Unsupervised training dataset curation for deep-neural-net RF signal classification
用于深度神经网络射频信号分类的无监督训练数据集管理
DOI: --
发表时间: 2023
期刊: SPIE Defense + Commercial Sensing
影响因子: --
作者: [Sklivanitis, George, Viloria, Jose A., Tountas, Konstantinos, Pados, Dimitris A., Bentley, Elizabeth Serena, Medley, Michael J.]
通讯作者: Medley, Michael J.
Interference-Avoiding RFSoC-based MIMO Links
基于 RFSoC 的 MIMO 链路避免干扰
DOI: 10.1109/milcom58377.2023.10356365
发表时间: 2023
期刊: IEEE
影响因子: --
作者: [Torabi, Amir, Sklivanitis, George, Pados, Dimitris A., Bentley, Elizabeth Serena, Suprenant, Joseph, Medley, Michael J.]
通讯作者: Medley, Michael J.
8
    Making the Master's Degree in Artificial Intelligence Accessible to High-Achieving Low-Income Students
    • 批准号:
      2030854
    • 项目类别:
      Standard Grant
    • 资助金额:
      $100.0万
    • 财政年份:
      2020
    • 负责人:
      Dimitris Pados
    • 依托单位:
    Collaborative Research: SWIFT: SMALL: Autonomously Reconfigurable Hardware-Reduced Wideband Transceivers for Efficient Passive-Active Spectrum Coexistence
    • 批准号:
      2030234
    • 项目类别:
      Standard Grant
    • 资助金额:
      $24.99万
    • 财政年份:
      2020
    • 负责人:
      Dimitris Pados
    • 依托单位:
    I-Corps Sites: Type I - Florida Atlantic University I-Corps Site for Advancing Entrepreneurship and Innovation
    • 批准号:
      1829243
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $25.5万
    • 财政年份:
      2018
    • 负责人:
      Dimitris Pados
    • 依托单位:
    NeTS: Small: Towards Ubiquitous Multimedia Sensing through Compressive Video Streaming
    • 批准号:
      1117121
    • 项目类别:
      Standard Grant
    • 资助金额:
      $45.0万
    • 财政年份:
      2011
    • 负责人:
      Dimitris Pados
    • 依托单位:
    国内基金
    海外基金
    水稻边界发育缺陷突变体abnormal boundary development(abd)的基因克隆与功能分析
    Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
    • 批准号:
      --
    • 项目类别:
      --
    • 资助金额:
      40万元
    • 批准年份:
      2020
    • 负责人:
      Vikrant Gupta
    • 依托单位: