2019

Karim, Md Nazmul ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin

RL-NCS: Learning Based Data-driven Approach for Online Non-uniform Compressive Sensing Inproceedings

IEEE Machine learning for signal processing (MLSP), 2019.

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Taheri Sadr, Mojtaba ; Joneidi, Mohsen ; Rahnavard, Nazanin

EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks Inproceedings

IEEE Machine learning for signal processing (MLSP), 2019.

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Atallah, Elie ; Enyioha, Chinwendu ; Rahnavard, Nazanin

Distributed Asynchronous Random Projection Algorithm (DARPA) with Arbitrary Uniformly Bounded Delay Inproceedings

57th Annual Allerton Conference on Communication, Control, and Computing, 2019.

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Salehi, Soheil ; Zaeemzadeh, Alireza ; Tatulian, Adrian ; De Mara, Ronald F

MRAM-based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications Inproceedings

IEEE Computer Society Annual Symposium on VLSI (ISVLSI’19), 2019.

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Zaeemzadeh, Alireza ; Joneidi, Mohsen ; Rahnavard, Nazanin ; Shah, Mubarak

Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Salehi, Soheil ; Zand, Ramtin ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin ; De Mara, Ronald F

AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Spectrally Sparse Signals Conference

ACM Great Lakes Symposium on VLSI, 2019.

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Salehi, Soheil ; Zand, Ramtin ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin ; De Mara, Ronald F

AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals Inproceedings

ACM Great Lake Symposium on VLSI (GLSVLSI’19), 2019.

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2018

Atallah, Elie ; Rahnavard, Nazanin

A Code-Based Distributed Gradient Descent Method Conference

56th Annual Allerton Conference on Communication, Control, and Computing, 2018.

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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.

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Joneidi, Mohsen ; Zaeemzadeh, Alireza ; Shahrasbi, Behzad ; Qi, Guojun ; Rahnavard, Nazanin

E-optimal Sensor Selection for Compressive Sensing-based Purposes Journal Article

IEEE Transactions on Big Data , 2018.

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Wang, Sheng ; Rahnavard, Nazanin

A Framework for Clustered and Skewed Sparse Signal Recovery Journal Article

IEEE Transactions on Signal Processing, 66 (15), 2018.

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Salehi, Soheil ; Mashhadi, Mahdi Boloursaz ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin ; De Mara, Ronald F

Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices, Journal Article

IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2018.

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

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

IEEE Signal Processing Letters , 25 (4), 2018.

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Zaeemzadeh, Alireza ; Rahnavard, Nazanin ; Shah, Mubarak

Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Unpublished

2018.

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Zaeemzadeh, Alireza ; Joneidi, Mohsen ; Rahnavard, Nazanin ; Qi, Guo-Jun

Co-SpOT: Cooperative Spectrum Opportunity Detection using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks Journal Article

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 4 , pp. 206 - 219, 2018.

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2017

Sikander, Sakura ; Biwas, Pradipta ; Kulkami, Pankaj ; Mansy, Hansen ; Rahnavard, Nazanin ; Song, Sang-Eun

A concept of medical expertise pooling by tele sensing and manipulation: Emergency medicine case Conference

2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), 2017.

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Zaeemzadeh, Alireza ; Joneidi, Mohsen ; Shahrasbi, Behzad ; Rahnavard, Nazanin

Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares Inproceedings

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 380–388, IEEE 2017.

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Joneidi, Mohsen ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin

Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion Inproceedings

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 452–460, IEEE 2017.

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

Vibration-based monitoring and diagnostics using compressive sensing Journal Article

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

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Shahrasbi, Behzad ; Rahnavard, Nazanin

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

IEEE Trans. Signal Processing, 65 (1), pp. 95–104, 2017.

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Zaeemzadeh, Alireza ; Joneidi, Mohsen ; Rahnavard, Nazanin

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

Information Sciences and Systems (CISS), 2017 51st Annual Conference on, pp. 1–6, IEEE 2017.

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2016

Maleki, Nahal ; Vosoughi, Azadeh ; Rahnavard, Nazanin

Distributed Binary Detection Over Fading Channels: Cooperative and Parallel Architectures Journal Article

IEEE Transactions on Vehicular Technology, 65 (9), pp. 7090-7109, 2016.

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Nguyen, Minh Tuan ; Teague, Keith A; Rahnavard, Nazanin

CCS: Energy-efficient data collection in clustered wireless sensor networks utilizing block-wise compressive sensing Journal Article

Computer Networks, 106 , pp. 171–185, 2016.

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Joneidi, Mohsen ; Ahmadi, Parvin ; Sadeghi, Mostafa ; Rahnavard, Nazanin

Union of low-rank subspaces detector Journal Article

IET Signal Processing, 10 (1), pp. 55–62, 2016.

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Shahrasbi, Behzad ; Rahnavard, Nazanin ; Vosoughi, Azadeh

Cluster-CMSS: A Cluster-Based Coordinated Spectrum Sensing in Geographically Dispersed Mobile Cognitive Radio Networks Journal Article

IEEE Transactions on Vehicular Technology, 2016.

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Talari, Ali ; Rahnavard, Nazanin

CStorage: Decentralized compressive data storage in wireless sensor networks Journal Article

Ad Hoc Networks, 37 , pp. 475–485, 2016.

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2015

Millikan, Brian ; Dutta, Aritra ; Rahnavard, Nazanin ; Sun, Qiyu ; Foroosh, Hassan

Initialized iterative reweighted least squares for automatic target recognition Inproceedings

Military Communications Conference, MILCOM 2015-2015 IEEE, pp. 506–510, IEEE 2015.

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Joneidi, Mohsen ; Zaeemzadeh, Alireza ; Rezaeifar, Shideh ; Abavisani, Mahdi ; Rahnavard, Nazanin

LFM signal detection and estimation based on sparse representation Inproceedings

Information Sciences and Systems (CISS), 2015 49th Annual Conference on, pp. 1–5, IEEE 2015.

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Suh, Youngkil ; Baik, Jonghyun ; Rahnavard, Nazanin ; Heo, Jun

Fountain code design for broadcasting systems with intermediate-state users Journal Article

IEEE Transactions on Communications, 63 (9), pp. 3057–3068, 2015.

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Baik, Jonghyun ; Suh, Youngkil ; Rahnavard, Nazanin ; Heo, Jun

Generalized unequal error protection rateless codes for distributed wireless relay networks Journal Article

IEEE Transactions on Communications, 63 (12), pp. 4639–4650, 2015.

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Joneidi, Mohsen ; Zaeemzadeh, Alireza ; Rahnavard, Nazanin ; Khalilsarai, Mahdi Barzegar

Matrix coherency graph: A tool for improving sparse coding performance Inproceedings

Sampling Theory and Applications (SampTA), 2015 International Conference on, pp. 168–172, IEEE 2015.

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Zaeemzadeh, Alireza ; Joneidi, Mohsen ; Shahrasbi, Behzad ; Rahnavard, Nazanin

Missing spectrum-data recovery in cognitive radio networks using piecewise constant nonnegative matrix factorization Inproceedings

Military Communications Conference, MILCOM 2015-2015 IEEE, pp. 238–243, IEEE 2015.

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Wang, Sheng ; Rahnavard, Nazanin

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

IEEE Transactions on Communications, 63 (12), pp. 5062–5072, 2015.

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2014

Wu, Yeqing ; Hu, Fei ; Kumar, Sunil ; Zhu, Yingying ; Talari, Ali ; Rahnavard, Nazanin ; Matyjas, John D

A learning-based QoE-driven spectrum handoff scheme for multimedia transmissions over cognitive radio networks Journal Article

IEEE Journal on Selected Areas in Communications, 32 (11), pp. 2134–2148, 2014.

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Nguyen, Minh Tuan ; Teague, Keith A; Rahnavard, Nazanin

Inter-cluster multi-hop routing in wireless sensor networks employing compressive sensing Inproceedings

Military Communications Conference (MILCOM), 2014 IEEE, pp. 1133–1138, IEEE 2014.

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Talari, Ali ; Rahnavard, Nazanin

Robust LT codes with alternating feedback Journal Article

Computer Communications, 49 , pp. 60–68, 2014.

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Boloorchi, Alireza T; Samadzadeh, MH ; Rahnavard, Nazanin

A New Parallelism-Capable Clustering Algorithm for Wireless Sensor Networks Inproceedings

Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on, pp. 660–669, IEEE 2014.

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Boloorchi, Alireza T; Samadzadeh, MH ; Rahnavard, Nazanin

A New Parallelism-Capable Clustering Algorithm for Wireless Sensor Networks Inproceedings

Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on, pp. 660–669, IEEE 2014.

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2013

Talari, Ali ; Kumar, Sunil ; Rahnavard, Nazanin ; Paluri, Seethal ; Matyjas, John D

Optimized cross-layer forward error correction coding for H. 264 AVC video transmission over wireless channels Journal Article

EURASIP Journal on Wireless Communications and Networking, 2013 (1), pp. 206, 2013.

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Nguyen, Minh Tuan ; Rahnavard, Nazanin

Cluster-based energy-efficient data collection in wireless sensor networks utilizing compressive sensing Inproceedings

Military Communications Conference, MILCOM 2013-2013 IEEE, pp. 1708–1713, IEEE 2013.

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Talari, Ali ; Rahnavard, Nazanin

LT-AF codes: LT codes with alternating feedback Inproceedings

Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on, pp. 2646–2650, IEEE 2013.

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Shahrasbi, Behzad ; Rahnavard, Nazanin

A clustering-based coordinated spectrum sensing in wideband large-scale cognitive radio networks Inproceedings

Global Communications Conference (GLOBECOM), 2013 IEEE, pp. 1101–1106, IEEE 2013.

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Wang, Sheng ; Rahnavard, Nazanin

Binary compressive sensing via sum of l1-norm and l (infinity)-norm regularization Inproceedings

Military Communications Conference, MILCOM 2013-2013 IEEE, pp. 1616–1621, IEEE 2013.

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Wang, Sheng ; Shahrasbi, Behzad ; Rahnavard, Nazanin

SRL1: Structured reweighted l1 minimization for compressive sampling of videos Inproceedings

Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on, pp. 301–305, IEEE 2013.

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2012

Talari, A; Rahnavard, N

Distributed Unequal Error Protection Rateless Codes over Erasure Channels: A Two-Source Scenario Journal Article

IEEE Transactions on Communications,, 60 (8), pp. 2084–2090, 2012, ISSN: 0090-6778.

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Talari, Ali ; Rahnavard, Nazanin

On the intermediate symbol recovery rate of rateless codes Journal Article

IEEE Transactions on Communications, 60 (5), pp. 1237–1242, 2012.

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Nakarmi, Ukash ; Rahnavard, Nazanin

BCS: Compressive sensing for binary sparse signals Inproceedings

Military Communications Conference, 2012-milcom 2012, pp. 1–5, IEEE 2012.

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Wang, Sheng ; Rahnavard, Nazanin

Eigenvalue-based cooperative spectrum sensing with finite samples/sensors Inproceedings

Information Sciences and Systems (CISS), 2012 46th Annual Conference on, pp. 1–5, IEEE 2012.

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Shahrasbi, Behzad ; Rahnavard, Nazanin

DS+ CS: Joint direct and compressive sampling for signals with nonuniform sparsity Inproceedings

Information Sciences and Systems (CISS), 2012 46th Annual Conference on, pp. 1–6, IEEE 2012.

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2011

Shahrasbi, Behzad ; Talari, Ali ; Rahnavard, Nazanin

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

Information Sciences and Systems (CISS), 2011 45th Annual Conference on, pp. 1–6, IEEE 2011.

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