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Restricted isometry property

Known as: RIP, Restricted isometry, Restricted isometry constant 
In linear algebra, the restricted isometry property characterizes matrices which are nearly orthonormal, at least when operating on sparse vectors… 
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Related topics

Related topics

7 relations
Compressed sensingFrame (linear algebra)Iteratively reweighted least squaresMutual coherence (linear algebra)

Broader (2)

Linear algebraSignal processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
On the Post Selection Inference constant under Restricted Isometry Properties
Uniformly valid confidence intervals post model selection in regression can be constructed based on Post-Selection Inference… 
2014
2014
Computational Complexity of Certifying Restricted Isometry Property
Given a matrix $A$ with $n$ rows, a number $k<n$, and $0<\delta < 1$, $A$ is $(k,\delta)$-RIP (Restricted Isometry Property) if… 
2013
2013
Restricted Isometry Property
This chapter introduces the concept of restricted isometry constants. This is a more powerful tool than the less involved notion… 
2011
2011
Verifiable and computable ℓ∞ performance evaluation of ℓ1 sparse signal recovery
In this paper, we develop verifiable and computable performance analysis of the ℓ∞ norms of the recovery errors for ℓ1… 
2011
2011
The Restricted Isometry Property for block diagonal matrices
In compressive sensing (CS), the Restricted Isometry Property (RIP) is a powerful condition on measurement operators which… 
2010
2010
Compressive radar imaging using white stochastic waveforms
In this paper, we apply the principles of compressive sampling to ultra-wideband (UWB) stochastic waveform radar. The theory of… 
2009
2009
Linear transformations and Restricted Isometry Property
The Restricted Isometry Property (RIP) introduced by Candés and Tao is a fundamental property in compressed sensing theory. It… 
2009
2009
A restricted isometry property for structurally-subsampled unitary matrices
Subsampled (or partial) Fourier matrices were originally introduced in the compressive sensing literature by Candès et al. Later… 
2009
2009
Statistical restricted isometry property of orthogonal symmetric Toeplitz matrices
Sensing matrices with the restricted isometry property (RIP) play a crucial role in compressed sensing. Although random matrices… 
2008
2008
A Generalized Restricted Isometry Property
Compressive Sampling (CS) describes a method for reconstructing high-dimensional sparse signals from a small number of linear… 
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