Show all

2019

Haddock, J.; Needell, D.; Zaeemzadeh, Alireza; Rahnavard, N

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery Conference

53rd Asilomar Conference on Signals, Systems, and Computers, 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

2018

Zaeemzadeh, Alireza; Haddock, Jamie; Rahnavard, Nazanin; Needell, Deanna

A Bayesian Approach for Asynchronous Parallel Sparse Recovery Conference

Asilomar Conference on Signals, Systems, and Computers, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

Wang, Sheng; Rahnavard, Nazanin

A Framework for Clustered and Skewed Sparse Signal Recovery Journal Article

In: IEEE Transactions on Signal Processing, vol. 66, no. 15, 2018.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Reconstruction

Mashhadi, Mahdi Boloursaz; Gazor, Saeed; Rahnavard, Nazanin; Marvasti, Farokh

Feedback Acquisition and Reconstruction of Spectrum-Sparse Signals by Predictive Level Comparisons Journal Article

In: IEEE Signal Processing Letters , vol. 25, no. 4, 2018.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Spectrally Sparse Signals

2017

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin

Adaptive non-uniform compressive sampling for time-varying signals Conference

Information Sciences and Systems (CISS), 2017 51st Annual Conference on, IEEE 2017.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Nonuniform sampling

Shahrasbi, Behzad; Rahnavard, Nazanin

Model-Based Nonuniform Compressive Sampling and Recovery of Natural Images Utilizing a Wavelet-Domain Universal Hidden Markov Model. Journal Article

In: IEEE Trans. Signal Processing, vol. 65, no. 1, pp. 95–104, 2017.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Nonuniform sampling

Ganesan, Vaahini; Das, Tuhin; Rahnavard, Nazanin; Kauffman, Jeffrey L

Vibration-based monitoring and diagnostics using compressive sensing Journal Article

In: Journal of Sound and Vibration, vol. 394, pp. 612–630, 2017.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Structural Health Monitoring

2015

Wang, Sheng; Rahnavard, Nazanin

A Framework for Compressive Sensing of Asymmetric Signals Using Normal and Skew-Normal Mixture Prior Journal Article

In: IEEE Transactions on Communications, vol. 63, no. 12, pp. 5062–5072, 2015.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Reconstruction

2012

Nakarmi, Ukash; Rahnavard, Nazanin

BCS: Compressive sensing for binary sparse signals Conference

Military Communications Conference, 2012-milcom 2012, IEEE 2012.

BibTeX | Tags: Compressive Sensing, Compressive Sensing Reconstruction

2011

Talari, Ali; Rahnavard, Nazanin

GBCS: A two-step compressive sensing reconstruction based on group testing and basis pursuit Conference

MILITARY COMMUNICATIONS CONFERENCE, 2011-MILCOM 2011, IEEE 2011.

BibTeX | Tags: Compressive Sensing, Compressive Sensing Reconstruction

Shahrasbi, Behzad; Talari, Ali; Rahnavard, Nazanin

TC-CSBP: Compressive sensing for time-correlated data based on belief propagation Conference

Information Sciences and Systems (CISS), 2011 45th Annual Conference on, IEEE 2011.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction