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CIF: Medium: Collaborative Research: New Frontiers in Polar Coding: 5G and Beyond

CIF: Medium: Collaborative Research: New Frontiers in Polar Coding: 5G and Beyond
CIF:媒介:协作研究:Polar 编码的新前沿:5G 及以上
批准号:
1764104
负责人:
paul siegel
金额:
$62.48万
依托单位国家:
美国
项目类别:
Continuing 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 2023-09-30

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中文摘要
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英文摘要
Since the first mobile phones became available in the 1980s, four distinct "generations" of wireless networks have been deployed to support reliable transmission of ever-increasing volumes of data to a growing number of users. What makes such reliable transmission of information possible are error-correcting codes, first conceived by Claude Shannon over 60 years ago. Polar coding is a key new error-correction technology introduced in the fifth wireless generation, known as 5G, that is currently being developed and standardized. Thus, soon enough, consumers the world over will all be using polar codes whenever making a phone call or accessing the Internet on a mobile device. Polar codes provably achieve the fundamental limits of communication established by Shannon in 1948, with low encoding and decoding complexity. Nevertheless, numerous challenges must be overcome in order to realize the full potential of polar coding in wireless communications. This project addresses these challenges to facilitate successful deployment of polar codes in 5G systems, while investigating fundamental problems in polar coding that lie beyond the 5G time horizon. These problems include polarization for time-varying channels and polar coding for channels with deletions. The results from this part of the investigation will contribute to the foundations of error-correction coding theory, and will also have an impact on adjacent scientific disciplines that are influenced by the polar-coding paradigm.The discovery of channel polarization and polar codes is universally recognized as an historic breakthrough in coding theory. For short block lengths, polar codes under cyclic-redundancy-check-aided successive-cancellation list decoding are currently the best known coding scheme for binary-input Gaussian channels. Due to this and other considerations, 3GPP has decided to incorporate polar codes in the 5G wireless communications standard. The overarching goal in this project is to explore new frontiers in polar coding, thereby fundamentally advancing the current state-of-the-art in the field. Part of the research aims for immediately relevance to successful deployment of polar codes in 5G, whereas other parts focus on key theoretical problems in polar coding that lie beyond the 5G time-horizon. The specific objectives in this project are as follows: (1) Attain the gains of cyclic-redundancy-check-aided polar list-decoding with significantly lower complexity; (2) Construct practical universal polar codes that are not channel-dependent and provide near-optimal finite-length performance; (3) Develop code-domain multiple access techniques based on polar codes to enable massive connectivity; (4) Design and evaluate polar coding schemes for extended classes of channels, going well beyond the original memoryless and stationary set-up; (5) Extend the polarization paradigm and design polar codes for channels with deletions; (6) Develop a full-scale efficient, low-latency, and low-power system-on-chip implementation of polar list decoders. This project is a natural outgrowth of extensive and transformative prior work carried out by the investigators in polar coding.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(24)
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会议论文
DOI: 10.1109/isit50566.2022.9834804
发表时间: 2022-02
期刊: 2022 IEEE International Symposium on Information Theory (ISIT)
影响因子: --
作者: [Hanwen Yao;Jinfeng Du;A. Vardy]
通讯作者: Hanwen Yao;Jinfeng Du;A. Vardy
Polar Codes with Balanced Codewords
具有平衡码字的 Polar 码
DOI: 10.1109/isit44484.2020.9174042
发表时间: 2020
期刊: 2020 IEEE International Symposium on Information Theory (ISIT
影响因子: --
作者: [Gupta, Utkarsh, Kiah, Han Mao, Vardy, Alexander, Yao, Hanwen]
通讯作者: Yao, Hanwen
DOI: 10.1109/isit45174.2021.9517950
发表时间: 2021-02
期刊: 2021 IEEE International Symposium on Information Theory (ISIT)
影响因子: --
作者: [Hanwen Yao;Arman Fazeli;A. Vardy]
通讯作者: Hanwen Yao;Arman Fazeli;A. Vardy
Sub-4.7 Scaling Exponent of Polar Codes
Sub-4.7 极性码的缩放指数
DOI: 10.1109/tit.2023.3253074
发表时间: 2023
期刊: IEEE Transactions on Information Theory
影响因子: 2.5
作者: [Wang, Hsin-Po, Lin, Ting-Chun, Vardy, Alexander, Gabrys, Ryan]
通讯作者: Gabrys, Ryan
20
    CIF: Medium: Coding Theory for DNA Storage: Synthesis, Retention, and Reconstruction
    • 批准号:
      2212437
    • 项目类别:
      Standard Grant
    • 资助金额:
      $120.0万
    • 财政年份:
      2022
    • 负责人:
      paul siegel
    • 依托单位:
    CCF-BSF: CIF: Small: Coding Techniques for Emerging Storage Technologies.
    • 批准号:
      1619053
    • 项目类别:
      Standard Grant
    • 资助金额:
      $50.0万
    • 财政年份:
      2016
    • 负责人:
      paul siegel
    • 依托单位:
    Non Volatile Memory Workshop 2015 to be held on March 1-3,2015 at LaJolla, California
    • 批准号:
      1538734
    • 项目类别:
      Standard Grant
    • 资助金额:
      $1.5万
    • 财政年份:
      2015
    • 负责人:
      paul siegel
    • 依托单位:
    Workshop: Non-volatile Memories Workshop 2014. To Be Held March 9-11, 2014, on the UCSD campus in La Jolla, California.
    • 批准号:
      1427680
    • 项目类别:
      Standard Grant
    • 资助金额:
      $1.5万
    • 财政年份:
      2014
    • 负责人:
      paul siegel
    • 依托单位:
    海外基金