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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Performance analysis of the compressed distributed least squares algorithm
期刊论文
SYSTEMS & CONTROL LETTERS, 2022, 卷号: 164, 页码: 9
Authors:
Gan, Die
;
Liu, Zhixin
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View/Download:34/0
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Submit date:2023/02/07
Sparse signal
Compressive sensing
Distributed least squares
Performance analysis
Covariance-Based Joint Device Activity and Delay Detection in Asynchronous mMTC
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 538-542
Authors:
Wang, Zhaorui
;
Liu, Ya-Feng
;
Liu, Liang
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View/Download:93/0
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Submit date:2022/04/02
Delays
Channel estimation
Signal processing algorithms
Synchronization
Protocols
Performance evaluation
Optimization
Asynchronous mMTC
coordinate descent
joint activity and delay detection
random access
Dual-density-based reweighted l(1)-algorithms for a class of l(0)-minimization problems
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2021, 页码: 24
Authors:
Xu, Jialiang
;
Zhao, Yun-Bin
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View/Download:130/0
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Submit date:2021/06/01
Merit functions for sparsity
l(0)-minimization
Dual-density-based algorithm
Strict complementarity
Bilevel optimization
Convex relaxation
Distribution-Free One-Pass Learning
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
Authors:
Zhao, Peng
;
Wang, Xinqiang
;
Xie, Siyu
;
Guo, Lei
;
Zhou, Zhi-Hua
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View/Download:112/0
  |  
Submit date:2021/04/26
Data models
Random variables
Proposals
Training
Prediction algorithms
Task analysis
Compressed sensing
Distribution change
one-pass learning
robust learning
non-stationary environments
Almost everywhere injectivity conditions for the matrix recovery problem
期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 卷号: 50, 页码: 386-400
Authors:
Rong, Yi
;
Wang, Yang
;
Xu, Zhiqiang
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View/Download:117/0
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Submit date:2021/01/14
Low-rank matrix recovery
Determinant variety
Rank minimization
Compressed sensing
Sparse Phase Retrieval Via PhaseLiftOff
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 卷号: 69, 页码: 2129-2143
Authors:
Xia, Yu
;
Xu, Zhiqiang
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View/Download:76/0
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Submit date:2021/10/26
Signal recovery
phase retrieval
compressed sensing
restricted isometry property
compressed phaseless sensing
Compressed Coding, AMP-Based Decoding, and Analog Spatial Coupling
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 卷号: 68, 期号: 12, 页码: 7362-7375
Authors:
Liang, Shansuo
;
Liang, Chulong
;
Ma, Junjie
;
Ping, Li
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View/Download:169/0
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Submit date:2021/04/26
Decoding
Error correction
Encoding
Error correction codes
Signal to noise ratio
Modulation
Compressed sensing
Compressed sensing
forward error control coding
approximate message passing
state evolution
area theorem and analog spatial-coupling
Make l(1) regularization effective in training sparse CNN
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 卷号: 77, 期号: 1, 页码: 163-182
Authors:
He, Juncai
;
Jia, Xiaodong
;
Xu, Jinchao
;
Zhang, Lian
;
Zhao, Liang
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View/Download:114/0
  |  
Submit date:2020/09/23
Sparse optimization
l(1) regularization
Dual averaging
CNN
Analysis of compressed distributed adaptive filters
期刊论文
AUTOMATICA, 2020, 卷号: 112, 页码: 10
Authors:
Xie, Siyu
;
Guo, Lei
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View/Download:102/0
  |  
Submit date:2020/05/24
Sparse signal
Compressive sensing
Distributed adaptive filters
Consensus strategies
Compressed information condition
Stochastic stability
On Generalizations of p-Sets and their Applications
期刊论文
NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2019, 卷号: 12, 期号: 2, 页码: 453-466
Authors:
Zhou, Heng
;
Xu, Zhiqiang
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View/Download:128/0
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Submit date:2019/03/05
p-set
deterministic sampling
numerical integral
exponential sum