Arash Amini

According to our database1, Arash Amini authored at least 78 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Eigenvectors of Deformed Wigner Random Matrices.
IEEE Trans. Inf. Theory, 2021

Ellipse Recovery From Blurred Binary Images.
IEEE Trans. Image Process., 2021

A Tree-Structured LoRa Network for Energy Efficiency.
IEEE Internet Things J., 2021

Real-time Pose Estimation from Images for Multiple Humanoid Robots.
CoRR, 2021

Robust Learning of Recurrent Neural Networks in Presence of Exogenous Noise.
CoRR, 2021

Elliptical Shape Recovery from Blurred Pixels Using Deep Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Living Near the Edge: A Lower-Bound on the Phase Transition of Total Variation Minimization.
IEEE Trans. Inf. Theory, 2020

Reconstruction of Binary Shapes From Blurred Images via Hankel-Structured Low-Rank Matrix Recovery.
IEEE Trans. Image Process., 2020

Low Rank and Sparse Decomposition for Image and Video Applications.
IEEE Trans. Circuits Syst. Video Technol., 2020

Random Sampling With Iterative Recovery for Millimeter-Wave Imaging Systems.
IEEE Trans. Circuits Syst., 2020

Antenna Placement in a Compressive Sensing-Based Colocated MIMO Radar.
IEEE Trans. Aerosp. Electron. Syst., 2020

Separation of Nonlinearly Mixed Sources Using End-to-End Deep Neural Networks.
IEEE Signal Process. Lett., 2020

Reinforcement Learning based Multi-Robot Classification via Scalable Communication Structure.
CoRR, 2020

Multi Variable-layer Neural Networks for Decoding Linear Codes.
Proceedings of the Iran Workshop on Communication and Information Theory, 2020

On the Compressibility of Affinely Singular Random Vectors.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Quadratization of Hamilton-Jacobi-Bellman Equation for Near-Optimal Control of Nonlinear Systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Approximate Optimal Control Design for a Class of Nonlinear Systems by Lifting Hamilton-Jacobi-Bellman Equation.
Proceedings of the 2020 American Control Conference, 2020

2019
Robustness of Two-Dimensional Line Spectral Estimation Against Spiky Noise.
IEEE Trans. Signal Process., 2019

Exploiting Prior Information in Block-Sparse Signals.
IEEE Trans. Signal Process., 2019

On the Error in Phase Transition Computations for Compressed Sensing.
IEEE Trans. Inf. Theory, 2019

Joint Compensation of Jitter Noise and Time-Shift Errors in Multichannel Sampling System.
IEEE Trans. Instrum. Meas., 2019

Deterministic Design of Toeplitz Matrices With Small Coherence Based on Weyl Sums.
IEEE Signal Process. Lett., 2019

Distribution-Aware Block-Sparse Recovery via Convex Optimization.
IEEE Signal Process. Lett., 2019

Improved Recovery of Analysis Sparse Vectors in Presence of Prior Information.
IEEE Signal Process. Lett., 2019

UWB orthogonal pulse design using Sturm-Liouville boundary value problem.
Signal Process., 2019

Angular Accuracy of Steerable Feature Detectors.
SIAM J. Imaging Sci., 2019

Approximate Identification of the Optimal Epidemic Source in Complex Networks.
CoRR, 2019

Compressive Sensing-based Colocated MIMO Radar with Reduced Number of Transmit Antennas.
Proceedings of the 2019 Iran Workshop on Communication and Information Theory, 2019

2018
How Compressible Are Innovation Processes?
IEEE Trans. Inf. Theory, 2018

Sample Complexity of Total Variation Minimization.
IEEE Signal Process. Lett., 2018

Optimal Exploitation of Subspace Prior Information in Matrix Sensing.
CoRR, 2018

No-Reference Image Quality Assessment using Transfer Learning.
Proceedings of the 9th International Symposium on Telecommunications, 2018

Near-ML Detection in Massive MIMO Systems with One-Bit ADCs: Algorithm and VLSI Design.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
Deterministic Pilot Design for Sparse Channel Estimation in MISO/Multi-User OFDM Systems.
IEEE Trans. Wirel. Commun., 2017

Compressive Sensing-Based Pilot Design for Sparse Channel Estimation in OFDM Systems.
IEEE Commun. Lett., 2017

Existence and Continuity of Differential Entropy for a Class of Distributions.
IEEE Commun. Lett., 2017

How Compressible are Sparse Innovation Processes?
CoRR, 2017

A fast matrix completion method for index coding.
Proceedings of the 25th European Signal Processing Conference, 2017

An approach to power allocation in MIMO radar with sparse modeling for coherence minimization.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Twin tree hierarchy: a regularized approach to construction of signature matrices for overloaded CDMA.
Wirel. Commun. Mob. Comput., 2016

Sampling and Reconstruction of Shapes With Algebraic Boundaries.
IEEE Trans. Signal Process., 2016

Shapes From Pixels.
IEEE Trans. Image Process., 2016

Set of uniquely decodable codes for overloaded synchronous CDMA.
IET Commun., 2016

Parameters estimation for continuous-time heavy-tailed signals modeled by α-stable autoregressive processes.
Digit. Signal Process., 2016

Fast methods for recovering sparse parameters in linear low rank models.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Approximateml estimator for compensation oftiming mismatch and jitter noise in TI-ADCS.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Timing mismatch compensation in TI-ADCS using Bayesian approach.
Proceedings of the 23rd European Signal Processing Conference, 2015

MIMO-OFDM pilot symbol design for sparse channel estimation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function.
IEEE Trans. Signal Process., 2014

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part II: Discrete-Domain Theory.
IEEE Trans. Inf. Theory, 2014

Sparsity and Infinite Divisibility.
IEEE Trans. Inf. Theory, 2014

2013
MMSE Estimation of Sparse Lévy Processes.
IEEE Trans. Signal Process., 2013

Bayesian Estimation for Continuous-Time Sparse Stochastic Processes.
IEEE Trans. Signal Process., 2013

On the Linearity of Bayesian Interpolators for Non-Gaussian Continuous-Time AR(1) Processes.
IEEE Trans. Inf. Theory, 2013

2012
Optimized Compact-Support Interpolation Kernels.
IEEE Trans. Signal Process., 2012

Matrices With Small Coherence Using $p$-Ary Block Codes.
IEEE Trans. Signal Process., 2012

Low-Rank Matrix Approximation Using Point-Wise Operators.
IEEE Trans. Inf. Theory, 2012

One-Bit Measurements With Adaptive Thresholds.
IEEE Signal Process. Lett., 2012

OFDM pilot allocation for sparse channel estimation.
EURASIP J. Adv. Signal Process., 2012

A unified approach to sparse signal processing.
EURASIP J. Adv. Signal Process., 2012

The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

MMSE denoising of sparse Lévy processes via message passing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Bayesian denoising of generalized poisson processes with finite rate of innovation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Compressibility of Deterministic and Random Infinite Sequences.
IEEE Trans. Signal Process., 2011

Deterministic Construction of Binary, Bipolar, and Ternary Compressed Sensing Matrices.
IEEE Trans. Inf. Theory, 2011

A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory
CoRR, 2011

2010
Optimized Spline Interpolation
CoRR, 2010

A solution to gain attack onwatermarking systems: Logarithmic Homogeneous Rational Dither Modulation.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Impulsive Noise Cancellation Based on Soft Decision and Recursion.
IEEE Trans. Instrum. Meas., 2009

Deterministic Construction of Compressed Sensing Matrices using BCH Codes
CoRR, 2009

A Unified Approach to Sparse Signal Processing
CoRR, 2009

Limits of Deterministic Compressed Sensing Considering Arbitrary Orthonormal Basis for Sparsity
CoRR, 2009

A practical sparse channel estimation for current OFDM standards.
Proceedings of the 2009 International Conference on Telecommunications, 2009

OFDM channel estimation based on Adaptive Thresholding for Sparse Signal Detection.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Unified Structure of Basic UWB Waveforms.
IEEE Trans. Circuits Syst. II Express Briefs, 2008

Impulsive noise cancellation using CFAR and iterative techniques.
Proceedings of the 2008 International Conference on Telecommunications, 2008

Salt and pepper noise removal for image signals.
Proceedings of the 2008 International Conference on Telecommunications, 2008

2006
A new approach for sparse decomposition and sparse source separation.
Proceedings of the 14th European Signal Processing Conference, 2006


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