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NeTS: Small: Massive Wireless Random Access: Principles and Protocols

NeTS: Small: Massive Wireless Random Access: Principles and Protocols
NetS:小型:大规模无线随机接入:原理和协议
批准号:
1817205
负责人:
Ayfer Ozgur
金额:
$50.0万
依托单位:
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 2022-09-30

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中文摘要
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英文摘要
The next generation of wireless systems are widely expected to connect a massive number of low-energy sensors and actuators that form the fabric of smart technologies and cyberphysical systems. The resultant 'Internet of Things' is expected to be one of the major drivers of technological growth over the next decade. However, its design presents new challenges to wireless engineers. One of the key challenges is how to enable a massive number of low-energy wireless devices to sporadically access the scarce spectrum with minimal coordination and channel estimation overheads. While there are several existing solutions for random access, they are not well-suited for this emerging paradigm due to high energy cost for retransmissions and carrier sensing, near-far effects, or significant control layer overheads.This project aims to fundamentally rethink wireless random access for IoT networks by identifying the sporadic access of a massive number of severely energy limited devices as its key distinguishing characteristic. It develops a mathematical framework to study this problem and shows how this framework relates to a seemingly unrelated problem in theoretical computer science called group testing. By building on this connection it aims to develop optimal mathematical solutions that can be translated to innovative random-access protocols which (a) jointly optimize control and information layer tasks, such as device discovery and data transmission; (b) embrace sensor collisions and thus, eliminate the complexity and energy cost of collision resolution and retransmissions; (c) are designed to satisfy stringent energy constraints and match the energy dynamics at the transmitters; (d) employ simple modulation and detection techniques that do not require channel estimation; and (e) are low-complexity (encoding/decoding), flexible (can be applied in heterogeneous settings), and resilient to noise and device imperfections. The multi-disciplinary nature of the formulated problems will enable the cross-fertilization of ideas from different sub-disciplines of electrical engineering, computer science and applied mathematics. The project is complemented with a strong education and outreach program with an emphasis on broadening participation in electrical engineering.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: --
发表时间: 2021
期刊: Advances in neural information processing systems
影响因子: --
作者: [Wei-Ning Chen, Peter Kairouz]
通讯作者: Wei-Ning Chen, Peter Kairouz
Sparse Combinatorial Group Testing
稀疏组合组测试
DOI: 10.1109/tit.2019.2951703
发表时间: 2020
期刊: IEEE Transactions on Information Theory
影响因子: 2.5
作者: [Inan, Huseyin A., Kairouz, Peter, Ozgur, Ayfer]
通讯作者: Ozgur, Ayfer
DOI: 10.1109/globecom46510.2021.9685768
发表时间: 2021-12
期刊: 2021 IEEE Global Communications Conference (GLOBECOM)
影响因子: --
作者: [Chuan-Zheng Lee;L. P. Barnes;Wenhao Zhan;Ayfer Özgür]
通讯作者: Chuan-Zheng Lee;L. P. Barnes;Wenhao Zhan;Ayfer Özgür
Adaptive Group Testing on Networks with Community Structure
具有社区结构的网络的自适应分组测试
DOI: 10.1109/isit45174.2021.9517888
发表时间: 2021
期刊: 2021 IEEE International Symposium on Information Theory (ISIT
影响因子: --
作者: [Ahn, Surin, Chen, Wei-Nina, Ozgur, Ayfer]
通讯作者: Ozgur, Ayfer
17
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