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CIF: Small: Fundamental limits and coding for massive wireless random-access

CIF: Small: Fundamental limits and coding for massive wireless random-access
CIF:小:大规模无线随机访问的基本限制和编码
批准号:
1717842
负责人:
Yury Polyanskiy
金额:
$45.0万
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:
2017-07-01 至 2022-06-30

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中文摘要
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英文摘要
The key expected innovation of the next generation of radio-access networks (such as cellular) is their ability to service vast numbers of active devices as envisioned in the so-called "Internet-of-Things". Unfortunately, current networks were designed with the human-type communication in mind, and this led to a focus on the operating regime of a (relatively) few simultaneously active users. More specifically, present systems employ centralized resource allocation, thus orthogonalizing the access from different users. This solution is not acceptable for machine-type communication, as it relies on a significant control-layer overhead thereby incurring a significant penalty in latency and energy efficiency. Consequently, there is a strong economical demand for a new solution in both the unlicensed spectrum (so called, low-power wide-area networks) and the licensed spectrum (5G).The goal of this work is to provide theoretical guidance for the design of the multiple-access layer in the next generation of wireless networks. Classical work on the topic lacks several specific details, making it inadequate: ignoring the control-layer overhead in network analytic literature, and ignoring delay in information theory. Consequently, this work aims to provide necessary contemporary modifications: (a) a gigantic number of idle (inactive) users; (b) a still large number of active users; (c) short packets; (d) high energy-efficiency (low energy-per-bit). This project introduces a new paradigm of random-access coding that separates data communication from user identification, for which fundamental limits are going to be derived and the low-complexity practical solutions studied. Performance of the currently available solutions will be contrasted with the non-asymptotic fundamental limits and new solutions developed. In addition to information-theoretic and communication-theoretic parts, the work involves a combinatorial-theoretic component in the form of constructing Sidon sets, B2-sequences and superimposed codes.
期刊论文(22)
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科研奖励(0)
会议论文
Reconstruction on 2D Regular Grids
二维规则网格重建
DOI: 10.1109/isit45174.2021.9518174
发表时间: 2021
期刊: IEEE International Symposium on Information Theory
影响因子: --
作者: [Makur, Anuran, Mossel, Elchanan, Polyanskiy, Yury]
通讯作者: Polyanskiy, Yury
Almost Optimal Scaling of Reed-Muller Codes on BEC and BSC Channels
BEC 和 BSC 通道上 Reed-Muller 码的近乎最优缩放
DOI: --
发表时间: 2018
期刊: 2018 IEEE Int. Symp. Inf. Theory (ISIT
影响因子: --
作者: [Hassani, Hamed, Kudekar, Shrinivas, Ordentlich, Or, Polyanskiy, Yury, Urbanke, Rudiger]
通讯作者: Urbanke, Rudiger
List-Decodable Zero-Rate Codes
列表可解码零速率代码
DOI: 10.1109/tit.2018.2868957
发表时间: 2019
期刊: IEEE Transactions on Information Theory
影响因子: 2.5
作者: [Alon, Noga, Bukh, Boris, Polyanskiy, Yury]
通讯作者: Polyanskiy, Yury
DOI: --
发表时间: 2021
期刊: Proceedings of Machine Learning Research
影响因子: --
作者: [Abbe, Emmanuel, Cornacchia, Elisabetta, Gu, Yuzhou, Polyanskiy, Yury]
通讯作者: Polyanskiy, Yury
18
    Collaborative Research: CIF: Small: Low-Complexity Algorithms for Unsourced Multiple Access and Compressed Sensing in Large Dimensions
    CAREER: Information Theory Beyond Capacity
    • 批准号:
      1253205
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $59.52万
    • 财政年份:
      2013
    • 负责人:
      Yury Polyanskiy
    • 依托单位:
    CIF: Small: Collaborative Research: Combinatorial Joint Source-Channel Coding
    国内基金
    海外基金
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    • 批准号:
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2024
    • 负责人:
    • 依托单位:
    tRNA-derived small RNA上调YBX1/CCL5通路参与硼替佐米诱导慢性疼痛的机制研究
    • 批准号:
    • 项目类别:
      省市级项目
    • 资助金额:
      10.0万元
    • 批准年份:
      2022
    • 负责人:
      张祥忠
    • 依托单位:
    Small RNA调控I-F型CRISPR-Cas适应性免疫性的应答及分子机制
    Small RNAs调控解淀粉芽胞杆菌FZB42生防功能的机制研究
    • 批准号:
      31972324
    • 项目类别:
      面上项目
    • 资助金额:
      58.0万元
    • 批准年份:
      2019
    • 负责人:
      高学文
    • 依托单位: