CIF: Small: Fundamental limits and coding for massive wireless random-access
CIF: Small: Fundamental limits and coding for massive wireless random-access
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
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.
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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
Beta–Beta Bounds: Finite-Blocklength Analog of the Golden Formula
Beta-Beta 界:黄金公式的有限块长度模拟
DOI:
10.1109/tit.2018.2837104
发表时间:
2018
期刊:
IEEE Transactions on Information Theory
影响因子:
2.5
作者:
[Yang, Wei, Collins, Austin, Durisi, Giuseppe, Polyanskiy, Yury, Poor, H. Vincent]
通讯作者:
Poor, H. Vincent
共 18 条
Collaborative Research: CIF: Small: Low-Complexity Algorithms for Unsourced Multiple Access and Compressed Sensing in Large Dimensions
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批准号:2131115
-
项目类别:Standard Grant
-
资助金额:$17.5万
-
财政年份:2021
-
负责人:Yury Polyanskiy
-
依托单位:
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
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负责人:Yury Polyanskiy
-
依托单位:
CIF: Small: Collaborative Research: Combinatorial Joint Source-Channel Coding
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批准号:1318620
-
项目类别:Standard Grant
-
资助金额:$25.0万
-
财政年份:2013
-
负责人:Yury Polyanskiy
-
依托单位:
国内基金
海外基金
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昼夜节律性small RNA在血斑形成时间推断中的法医学应用研究
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批准号:
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项目类别:省市级项目
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资助金额:--
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批准年份:2024
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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
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批准号:
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项目类别:省市级项目
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资助金额:10.0万元
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批准年份:2022
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负责人:张祥忠
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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
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批准号:32000033
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项目类别:青年科学基金项目
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资助金额:24.0万元
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批准年份:2020
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负责人:林平
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依托单位:
Small RNAs调控解淀粉芽胞杆菌FZB42生防功能的机制研究
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批准号:31972324
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项目类别:面上项目
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资助金额:58.0万元
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批准年份:2019
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负责人:高学文
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变异链球菌small RNAs连接LuxS密度感应与生物膜形成的机制研究
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批准号:81900988
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项目类别:青年科学基金项目
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资助金额:21.0万元
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批准年份:2019
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负责人:毛梦莹
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依托单位:
肠道细菌关键small RNAs在克罗恩病发生发展中的功能和作用机制
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批准号:31870821
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资助金额:56.0万元
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批准年份:2018
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负责人:陈江宁
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依托单位:
基于small RNA 测序技术解析鸽分泌鸽乳的分子机制
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批准号:31802058
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资助金额:26.0万元
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批准年份:2018
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Small RNA介导的DNA甲基化调控的水稻草矮病毒致病机制
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批准号:31772128
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资助金额:60.0万元
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负责人:吴建国
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基于small RNA-seq的针灸治疗桥本甲状腺炎的免疫调控机制研究
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批准号:81704176
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项目类别:青年科学基金项目
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资助金额:20.0万元
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批准年份:2017
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负责人:赵继梦
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依托单位:
水稻OsSGS3与OsHEN1调控small RNAs合成及其对抗病性的调节
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批准号:91640114
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项目类别:重大研究计划
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批准年份:2016
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负责人:何祖华
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