Keywords: نمونه گیری فشرده; Path integral; Nonlinear system; Stochastic dynamics; Sparse representations; Compressive sampling;
مقالات ISI نمونه گیری فشرده (ترجمه نشده)
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Keywords: نمونه گیری فشرده; Compressive sampling; Polynomial chaos expansions; Sampling strategy; Surrogate-based prediction; Design of experiment; Legendre polynomials;
Keywords: نمونه گیری فشرده; Polynomial approximation; Compressive sampling; Polynomial chaos expansion; Preconditioning;
Keywords: نمونه گیری فشرده; Signal sparsity; Compressive sampling; Differential sparsity; Signal reconstruction;
Keywords: نمونه گیری فشرده; Compressive sampling; Polynomial chaos expansion; Uncertainty quantification; Sparse approximation; Legendre polynomials;
Keywords: نمونه گیری فشرده; Single-pixel spectrometer; Compressive sampling; Complementary measurement; Spectral recovery
Keywords: نمونه گیری فشرده; Wireless sensor networks; Energy efficiency; Compressive sampling; Sparse random measurement; Clustering; Data aggregation
Keywords: نمونه گیری فشرده; Compressive sampling; Polynomial chaos; Sparse approximation; â1-minimization; Markov Chain Monte Carlo; Hermite polynomials; Legendre polynomials; Stochastic PDEs; Uncertainty quantification;
Keywords: نمونه گیری فشرده; Supervised image classification; Two-dimensional random projection; Compressive sampling; ℓ1ℓ1-normminimization; ℓ0ℓ0-norm sparse presentation; Constrained subspace; Affine hull; Intrinsic dimension estimation
Keywords: نمونه گیری فشرده; Compressive sampling; Assignment of sampling rate; Compressibility; Structured sparsity; Non-local total variation
Keywords: نمونه گیری فشرده; Compressive sampling; Data acquisition system; Interchannel delay; Simultaneous acquisition; Phase shift recovery
Keywords: نمونه گیری فشرده; Compressive sampling; Sparse approximation; Polynomial chaos; Basis pursuit denoising (BPDN); Weighted ℓ1ℓ1-minimization; Uncertainty quantification; Stochastic PDEs
A general and yet efficient scheme for sub-Nyquist radar processing
Keywords: نمونه گیری فشرده; Compressive sampling; Pulse-Doppler radar; Delay-Doppler estimation; Off-grid target;
Extrapolation of random wave field data via compressive sampling
Keywords: نمونه گیری فشرده; Compressive sampling; Sparse representation; Adaptive basis; Random wave field; Directional spectrum;
Semi-Blind Ultrasound Image Deconvolution from Compressed Measurements
Keywords: نمونه گیری فشرده; Ultrasound imaging; Compressive sampling; Blind deconvolution;
On the measurement uncertainties of THz imaging systems based on compressive sampling
Keywords: نمونه گیری فشرده; Uncertainty analysis; Compressive sampling; THz imaging; non-invasive tests; Experimental assessment;
A gradient enhanced â1-minimization for sparse approximation of polynomial chaos expansions
Keywords: نمونه گیری فشرده; Polynomial chaos expansions; Uncertainty quantification; Compressive sampling; Gradient-enhanced â1-minimization;
h-p adaptive model based approximation of moment free sensitivity indices
Keywords: نمونه گیری فشرده; Compressive sampling; Kriging; ANOVA; h-p adaptive; Quadrature; SPGL1;
A compressive sampling-based method for classification and parameter estimation of FSK signals
Keywords: نمونه گیری فشرده; Compressive sampling; Frequency-shift-keying; Parameter estimation; Modulation classification;
A general sequential delay-Doppler estimation scheme for sub-Nyquist pulse-Doppler radar
Keywords: نمونه گیری فشرده; Compressive sampling; Delay-Doppler estimation; Off-grid;
Structure assisted compressed sensing reconstruction of undersampled AFM images
Keywords: نمونه گیری فشرده; Atomic force microscopy; Compressed sensing; Compressive sampling; Undersampling; Image reconstruction; Sparsity modelling;
Generalized fusion algorithm for compressive sampling reconstruction and RIP-based analysis
Keywords: نمونه گیری فشرده; Compressive sampling; Greedy algorithm; RIP analysis; Fusion strategy;
Improving in situ data acquisition using training images and a Bayesian mixture model
Keywords: نمونه گیری فشرده; Multiple point statistics; Geostatistics; Bayesian pattern modeling; Training image; Compressive sampling; Sampling design
On polynomial chaos expansion via gradient-enhanced â1-minimization
Keywords: نمونه گیری فشرده; Polynomial chaos; Uncertainty quantification; Stochastic PDEs; Compressive sampling; â1-Minimization; Gradient-enhanced â1-minimization; Sparse approximation;
Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals
Keywords: نمونه گیری فشرده; Telecardiology; Compressive sampling; Hurst exponent; Autocorrelation; Receiver operating characteristics;
On uncertainty quantification of lithium-ion batteries: Application to an LiC6/LiCoO2 cell
Keywords: نمونه گیری فشرده; Lithium-ion battery; Uncertainty quantification; Polynomial chaos expansion; Compressive sampling; Global sensitivity analysis
Single snapshot DOA estimation by compressive sampling
Keywords: نمونه گیری فشرده; Single snapshot; Direction-of-arrival; Compressive sampling; ℓ1 Regularization; Greedy pursuit
On the reconstruction of sequences of sparse signals – The Weighted-CS
Keywords: نمونه گیری فشرده; Compressive sensing; Compressive sampling; Weighted ℓ1 minimization; Probability model; Sequential CS; Priori knowledge; Time-varying signals; Medical image reconstruction
Sound source localization using compressive sensing-based feature extraction and spatial sparsity
Keywords: نمونه گیری فشرده; Compressive sampling; Feature extraction; Sound source localization; Sparse
Compressed sensing electron tomography
Keywords: نمونه گیری فشرده; Electron tomography; Compressed sensing; Compressive sampling; 3D image reconstruction; Sparsity;
Regularized signal reconstruction for level-crossing sampling using Slepian functions
Keywords: نمونه گیری فشرده; Level-crossing sampling; Prolate spheroidal wave functions; Tikhonov regularization; Compressive sampling; Signal reconstruction
Compressive sampling based differential detection for UWB impulse radio signals
Keywords: نمونه گیری فشرده; Ultra-wideband communications; Differential detection; Compressive sampling; Differential elastic net; Maximum a posteriori; Laplacian distributed channels
Compressive Sampling based Single-Image Super-resolution Reconstruction by dual-sparsity and Non-local Similarity Regularizer
Keywords: نمونه گیری فشرده; Single-Image Super-Resolution Reconstruction; Compressive sampling; Dual-sparsity; Non-local similarities; Patch-pixel-collaboration
Recovery of compressive samples from a randomly modulated converter
Keywords: نمونه گیری فشرده; Analog to digital conversion; Shift-invariant spaces; Compressive sampling; Signal recovery
A non-adapted sparse approximation of PDEs with stochastic inputs
Keywords: نمونه گیری فشرده; Polynomial chaos; Uncertainty quantification; Stochastic PDE; Compressive sampling; Sparse approximation