2024

Karim, N.; Arafat, A.; Khalid, U.; Guo, Z.; Rahnavard, N.

Fisher Information Guided Backdoor Purification via Naiive Exploitation of Smoothness Conference

ACM Conference on Computer and Communications Security (ACM CCS), Salt Lake City, USA, 2024.

Links | BibTeX | Tags: AI Security, Backdoor Defense, Deep Learning

Vuckovic, Katarina; Hosseini, Saba; Hejazi, Farzam; Rahnavard, Nazanin

A CSI-based Data-driven Localization Framework using Small-scale Training Datasets in Single-site MIMO Systems Journal Article

In: IEEE Transaction on Wireless Communications, vol. 23, no. 11, pp. 6346-16358, 2024.

Links | BibTeX | Tags: Deep Learning, Localization, Wireless Communication

Vuckovic, Katarina; Hosseini, Saba; Rahnavard, Nazanin

Revisiting Performance Metrics for Multimodal mmWave Beam Prediction Using Deep Learning Conference

IEEE Military Communications Conference, Washington, DC, 2024.

Links | BibTeX | Tags: Deep Learning, mmWave Beam Prediction, Wireless Communication

Esmaeili, Ashkan; Edraki, Marzieh; Rahnavard, Nazanin; Mian, Ajman; Shah, Mubarak

Low-Rank and Sparse Decomposition for Low-Query Decision-based Adversarial Attacks Journal Article

In: IEEE Trans. on Information Forensics and Security, vol. 19, pp. 1561-1575, 2024.

Links | BibTeX | Tags: AI Security, Deep Learning

Karim, N.; Arafat, A.; Khalid, U.; Guo, Z.; Rahnavard, N.

Augmented Neural Fine-Tuning for Efficient Backdoor Purification Conference

18th European Conference on Computer Vision (ECCV), Milan, Italy, 2024.

Links | BibTeX | Tags: AI Security, Backdoor Defense, Deep Learning

Khalid, Umar; Rahnavard, Nazanin; Zaeemzadeh, Alireza

Unknown-class (out-of-distribution) data detection in machine learning models Patent

2024.

BibTeX | Tags:

2023

Vuckovic, Katarina; Mashhadi, Mahdi Boloursaz; Hejazi, Farzam; Rahnavard, Nazanin; Alkhateeb, Ahmed

PARAMOUNT: Towards generalizable deeP leARning for mmwAve beaM selectiOn using sUb-6GHz chaNnel measuremenTs Journal Article

In: IEEE Transaction on Wireless Communications, 2023.

Links | BibTeX | Tags: REM, Wireless Communication

Vuckovic, Katarina; Rahnavard, Nazanin

Localization Techniques in Multiple-Input Multiple-Output Communication: Fundamental Principles, Challenges, and Opportunities Book Chapter

In: IntechOpen, 2023, ISBN: 978-1-83769-000-8.

Links | BibTeX | Tags: Wireless Communication

Karim, Nazmul; Mithun, Niluthpol Chowdhury; Rajvanshi, Abhinav; Chiu, Han-pang; Samarasekera, Supun; Rahnavard, Nazanin

C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023.

BibTeX | Tags:

2022

Arif, Maliha; Yong, Calvin; Mahalanobis, Abhijit; Rahnavard, Nazanin

Background-tolerant Object Classification with Embedded Segmentation Mask for Infrared and Color Imagery Proceedings Article

In: IEEE International Conference on Image Processing (ICIP) 2022.

BibTeX | Tags:

Hejazi, Farzam; Vuckovic, Katarina; Rahnavard, Nazanin

Spectrum Shaping For Multiple Link Discovery in 6G THz Systems Journal Article

In: IEEE Transaction of Communications , 2022.

Links | BibTeX | Tags: Deep Learning, Wireless Communication

Pestana, C.; Akhtar, N.; Rahnavard, N.; Shah, M.; Mian, A.

Transferable 3D Adversarial Textures using End-to-end Optimization Proceedings Article

In: 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022.

Links | BibTeX | Tags: Deep Learning

Karim, Nazmul; Rizve, Mamshad Nayeem; Rahnavard, Nazanin; Mian, Ajmal; Shah, Mubarak

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Proceedings Article

In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR'22) 2022.

Links | BibTeX | Tags: AI Security, Deep Learning, Deep Learning Theory

Karim, Nazmul; Khalid, Umar; Esmaeili, Ashkan; Rahnavard, Nazanin

CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Proceedings Article

In: IEEE Computer Vision and Pattern Recognition Workshops (CVPRW'22) 2022.

Links | BibTeX | Tags: AI Security, Deep Learning, Deep Learning Theory

Khalid, Umar; Esmaeili, Ashkan; Karim, Nazmul; Rahnavard, Nazanin

RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection Conference

2022.

Links | BibTeX | Tags: AI Security, Deep Learning, Deep Learning Theory

Khalid, Umar; Karim, Nazmul; Rahnavard, Nazanin

RF Signal Transformation and Classification using Deep Neural Networks Conference

SPIE Defense Commercial Sensing, 2022.

Links | BibTeX | Tags: Deep Learning, Wireless Communication

2021

Lindbeck, Erica; Conenna, Joseph; Rahnavard, Nazanin

A Low-Cost and Portable Single-Pixel Camera Conference

2021 Asilomar Conference on Signals, Systems, and Computers, 2021.

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

Vukovich, Katarina; Hejazi, Farzam; Rahnavard, Nazanin

MAP-CSI: Single-site Map-Assisted Localization Using Massive MIMO CSI Conference

IEEE Global Communications Conference (GLOBECOM), 2021.

Links | BibTeX | Tags: Deep Learning, Localization, MIMO, REM, Wireless Communication

Zaeemzadeh, Alireza; Ghadar, Shabnam; Faieta, Baldo; Lin, Zhe; Rahnavard, Nazanin; Mubarak Shah,; Kalarot, Ratheesh

Face Image Retrieval with Attribute Manipulation Conference

2021 IEEE International Conference on Computer Vision (ICCV) 2021.

Links | BibTeX | Tags: computer vision, Deep Learning

Edraki, Marzieh; Nazmul Karim, Rahnavard; Mian, Ajmal; Shah, Mubarak

Odyssey: Creation, Analysis and Detection of Trojan Models Journal Article

In: IEEE Trans. on Information Forensics and Security, 2021.

Links | BibTeX | Tags: AI Security, Deep Learning

Zhang, X.; Gupta, R.; Mian, A.; Rahnavard, N.; Shah, M.

Cassandra: Detecting Trojaned Networks from Adversarial Perturbations Journal Article

In: IEEE Access, vol. 9, pp. 135856-135867, 2021.

Links | BibTeX | Tags: AI Security, Deep Learning

Zaeemzadeh, Alireza; Bisagno, N; Conci, N.; Rahnavard, Nazanin; Shah, Mubarak

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'21). 2021.

Links | BibTeX | Tags: AI Security, Deep Learning

Hejazi, Farzam; Vuckovic, Katarina; Rahnavard, Nazanin

DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks Journal Article

In: IEEE INFOCOM, 2021.

Links | BibTeX | Tags: Deep Learning, Localization, Wireless Communication

2020

Joneidi, Mohsen; Vahidian, Saeed; Esmaeili, Ashkan; Wang, Wijia; Rahnavard, Nazanin; Lin, Bill; Shah, Mubarak

Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR '20) 2020.

Links | BibTeX | Tags: Active Learning, Data Selection, Deep Learning, Few Shot Learning, Generative Adversarial Networks, Graph Summarization, Openset Detection, REM, Representative Selection

Zaeemzadeh, Alireza; Rahnavard, Nazanin; Shah, Mubarak

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

In: IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 2020.

Links | BibTeX | Tags: Deep Learning, Deep Learning Theory, REM

Hejazikookamari, Farzam; Joneidi, Mohsen; Rahnavard, Nazanin

A Tensor-based Localization Framework Exploiting Phase Interferometry Measurements Conference

IEEE 2020 International RADAR Conference 2020.

Links | BibTeX | Tags: Cognitive Radio Networks, Localization, Radio Cartography, REM, Sensor Networks, Spectrum Sensing, Tensor Analysis

Joneidi, Mohsen; Alkhouri, Ismail; Hejazikookamari, Farzam; Rahnavard, Nazanin

Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks Conference

IEEE 2020 International RADAR Conference 2020.

Links | BibTeX | Tags: Cognitive Radio Networks, Deep Learning, REM, Spectrum Sensing, Tensor Analysis, Wireless Communication, Wireless Networks

Marzieh, Edraki; Rahnavard, Nazanin; Shah, Mubarak

Subspace Capsule Network Conference

AAAI Conference on Artificial Intelligence 2020.

Links | BibTeX | Tags: Deep Learning, Generative Adversarial Networks, Image Classification, Image Generation

Sadri, A. R.; Celebi, M. E.; Rahnavard, N.; Viswanath, S. E.

Sparse Wavelet Networks Journal Article

In: IEEE Signal Processing Letter, vol. 27, pp. 111-115, 2020.

Links | BibTeX | Tags: Wavelets, Wireless Networks

2019

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

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

IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), PA, 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Deep Learning, LSTM, Reinforcement Learning, REM

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

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

IEEE 29th International Workshop on Machine learning for Signal Processing (MLSP), 2019.

Links | BibTeX | Tags: Classification, Deep Learning, EEG Signal, REM, Tensor Analysis

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

Atallah, Elie; Enyioha, Chinwendu; Rahnavard, Nazanin

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

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

Links | BibTeX | Tags: Distributed Optimization, REM

Salehi, Soheil; Zaeemzadeh, Alireza; Tatulian, Adrian; Rahnavard, Nazanin; DeMara, Ronald F

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

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

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Nonuniform sampling, post-CMOS

Joneidi, Mohsen; Yazdani, Hassan; Vosoughi, Azadeh; Rahnavard, Nazanin

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas Conference

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas, 2019, ISBN: 978-1-7281-1207-7.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, Directional Antennas, Localization, Radio Cartography, REM, Sensor Networks, Spectrum Sensing

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 '19), Long Beach, CA, 2019.

Links | BibTeX | Tags: Active Learning, Data Selection, Deep Learning, Generative Adversarial Networks, REM, Representative Selection, Video Summarization

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

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

ACM Great Lakes Symposium on VLSI, 2019, (Best Poster Award).

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals, Spectrum Sensing

2018

Atallah, Elie; Rahnavard, Nazanin

A Code-Based Distributed Gradient Descent Method Conference

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

Links | BibTeX | Tags: Distributed Gradient Descent, Distributed Optimization

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

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

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

In: IEEE Transactions on Big Data , 2018.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, REM, Sensor Selection, Spectrum Sensing

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

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

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

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

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals

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

In: IEEE Trans. On Cognitive Communications and Networking, vol. 4, no. 2, pp. 206 - 219, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, Cognitive Radio Networks, Spectrum Sensing

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

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.

Links | BibTeX | Tags: health, Sensor Networks, tele-sensing

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

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

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

Links | BibTeX | Tags: Localization, Wireless Sensor Networks

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rahnavard, Nazanin

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

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

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, Sensor Selection, Spectrum Sensing

Yazdani, Hassan; Vosoughi, Azadeh; Rahnavard, Nazanin

Compressive Sensing Based Direction-of-Arrival Estimation Using Reweighted Greedy Block Coordinate Descent Algorithm for ESPAR Antennas Conference

MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM), 2017, ISBN: 978-1-5386-0595-0/17.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Directional Antennas, DoA Estimation, Localization

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

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

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; Vosoughi, Azadeh

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

In: IEEE Transactions on Vehicular Technology, vol. 66, pp. 6378-6387, 2017.

Links | BibTeX | Tags: Cognitive Radio Networks, Spectrum Sensing

2016

Maleki, Nahal; Vosoughi, Azadeh; Rahnavard, Nazanin

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

In: IEEE Transactions on Vehicular Technology, vol. 65, no. 9, pp. 7090-7109, 2016.

Links | BibTeX | Tags: Detection

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

In: Elsevier Computer Networks, vol. 106, pp. 171-185, 2016.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Data Collection, Wireless Sensor Networks

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

Union of low-rank subspaces detector Journal Article

In: IET Signal Processing, vol. 10, no. 1, pp. 55–62, 2016.

Links | BibTeX | Tags: Detection

Talari, Ali; Rahnavard, Nazanin

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

In: Ad Hoc Networks, vol. 37, pp. 475–485, 2016.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Distributed Storage, Wireless Sensor Networks

2015

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

Initialized iterative reweighted least squares for automatic target recognition Conference

Military Communications Conference, MILCOM 2015-2015 IEEE, IEEE 2015.

BibTeX | Tags: Compressive Sensing Application

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

LFM signal detection and estimation based on sparse representation Conference

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

BibTeX | Tags: Detection

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

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

In: IEEE Transactions on Communications, vol. 63, no. 9, pp. 3057–3068, 2015.

Links | BibTeX | Tags: High Intermediate Recovery, Rateless Codes

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

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

In: IEEE Transactions on Communications, vol. 63, no. 12, pp. 4639–4650, 2015.

Links | BibTeX | Tags: Rateless Codes, UEP Rateless Coding

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

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

Sampling Theory and Applications (SampTA), 2015 International Conference on, IEEE 2015.

BibTeX | Tags: Compressive Sensing

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

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

Military Communications Conference, MILCOM 2015-2015 IEEE, IEEE 2015.

Links | BibTeX | Tags: Cognitive Radio Networks

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

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

In: IEEE Journal on Selected Areas in Communications, vol. 32, no. 11, pp. 2134–2148, 2014.

Links | BibTeX | Tags: Cognitive Radio Networks, Learning, Multimeida

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

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

Military Communications Conference (MILCOM), 2014 IEEE, IEEE 2014.

BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Wireless Sensor Networks

Talari, Ali; Rahnavard, Nazanin

Robust LT codes with alternating feedback Journal Article

In: Computer Communications, vol. 49, pp. 60–68, 2014.

Links | BibTeX | Tags: Rateless Codes

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

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

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

BibTeX | Tags: Wireless Sensor Networks

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

In: EURASIP Journal on Wireless Communications and Networking, vol. 2013, no. 1, pp. 206, 2013.

Links | BibTeX | Tags: Coding for Multimedia, Rateless Codes

Nguyen, Minh Tuan; Rahnavard, Nazanin

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

Military Communications Conference, MILCOM 2013-2013 IEEE, IEEE 2013.

BibTeX | Tags: Compressive Sensing Application, Wireless Sensor Networks

Talari, Ali; Rahnavard, Nazanin

LT-AF codes: LT codes with alternating feedback Conference

Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on, IEEE 2013.

BibTeX | Tags: Rateless Codes

Shahrasbi, Behzad; Rahnavard, Nazanin

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

Global Communications Conference (GLOBECOM), 2013 IEEE, IEEE 2013.

Links | BibTeX | Tags: Cognitive Radio Networks, Spectrum Sensing

Wang, Sheng; Rahnavard, Nazanin

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

Military Communications Conference, MILCOM 2013-2013 IEEE, IEEE 2013.

BibTeX | Tags: Compressive Sensing

Wang, Sheng; Shahrasbi, Behzad; Rahnavard, Nazanin

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

Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on, IEEE 2013.

BibTeX | Tags: Coding for Multimedia, Compressive Sensing, Compressive Sensing Application

2012

Talari, Ali; Rahnavard, N

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

In: IEEE Transactions on Communications,, vol. 60, no. 8, pp. 2084–2090, 2012, ISSN: 0090-6778.

Links | BibTeX | Tags: Distributed Rateless Code, Rateless Codes, UEP, UEP Rateless Coding

Talari, Ali; Rahnavard, Nazanin

On the intermediate symbol recovery rate of rateless codes Journal Article

In: IEEE Transactions on Communications, vol. 60, no. 5, pp. 1237–1242, 2012.

Links | BibTeX | Tags: High Intermediate Recovery, Rateless Codes

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

Wang, Sheng; Rahnavard, Nazanin

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

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

BibTeX | Tags: Cognitive Radio Networks, Spectrum Sensing

Shahrasbi, Behzad; Rahnavard, Nazanin

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

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

BibTeX | Tags: Compressive Sensing, Nonuniform sampling

2011

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

Talari, Ali; Rahnavard, Nazanin

Cstorage: Distributed data storage in wireless sensor networks employing compressive sensing Conference

Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, IEEE 2011.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Distributed Storage, Wireless Sensor Networks

Shahrasbi, Behzad; Rahnavard, Nazanin

Rateless-coding-based cooperative cognitive radio networks: Design and analysis Conference

Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2011 8th Annual IEEE Communications Society Conference on, IEEE 2011.

BibTeX | Tags: Cognitive Radio Networks, Rateless Codes

Rahnavard, Nazanin; Talari, Ali; Shahrasbi, Behzad

Non-uniform compressive sensing Conference

Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on, IEEE 2011.

Links | BibTeX | Tags: Compressive Sensing, Nonuniform sampling

Nakarmi, Ukash; Rahnavard, Nazanin

Joint wideband spectrum sensing in frequency overlapping cognitive radio networks using distributed compressive sensing Conference

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

BibTeX | Tags: Cognitive Radio Networks, Spectrum Sensing

Wani, Ashish; Rahnavard, Nazanin

Compressive sampling for energy efficient and loss resilient camera sensor networks Conference

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

Links | BibTeX | Tags: Coding for Multimedia, Compressive Sensing, Compressive Sensing Application, Wireless Sensor Networks

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; Rahnavard, Nazanin

Cooperative parallel spectrum sensing in cognitive radio networks using bipartite matching Conference

Military Communications Conference, 2011-MILCOM 2011, IEEE 2011.

Links | BibTeX | Tags: Cognitive Radio Networks, Spectrum Sensing

Mekisso, Betelhem; Talari, Ali; Rahnavard, Nazanin

Unequal compressive imaging Conference

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

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

2010

Vellambi, Badri N; Rahnavard, Nazanin; Fekri, Faramarz

FTS: A distributed energy-efficient broadcasting scheme using fountain codes for multihop wireless networks Journal Article

In: IEEE Transactions on Communications, vol. 58, no. 12, pp. 3561–3572, 2010.

Links | BibTeX | Tags: Broadcasting, Rateless Codes, Rateless Coding Application, Wireless Sensor Networks

Talari, Ali; Rahnavard, Nazanin

Distributed rateless codes with UEP property Conference

Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on, IEEE 2010.

BibTeX | Tags: Distributed Rateless Code, Rateless Codes, UEP, UEP Rateless Coding

Talari, Ali; Shahrasbi, Behzad; Rahnavard, Nazanin

Efficient symbol sorting for high intermediate recovery rate of LT codes Conference

Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on, IEEE 2010.

BibTeX | Tags: High Intermediate Recovery, Rateless Codes

Talari, Ali; Rahnavard, Nazanin

Enhanced intermediate packet delivery in delay tolerant networks Conference

MILITARY COMMUNICATIONS CONFERENCE, 2010-MILCOM 2010, IEEE 2010.

BibTeX | Tags: DTNs, High Intermediate Recovery

2009

Talari, Ali; Rahnavard, Nazanin

Rateless codes with optimum intermediate performance Conference

Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE, IEEE 2009.

BibTeX | Tags: High Intermediate Recovery, Rateless Codes

Talari, Ali; Rahnavard, Nazanin

Unequal error protection rateless coding for efficient MPEG video transmission Conference

Military Communications Conference, 2009. MILCOM 2009. IEEE, IEEE 2009.

BibTeX | Tags: Coding for Multimedia, multimedia, Rateless Codes, UEP, UEP Rateless Coding

2008

Rahnavard, Nazanin; Vellambi, Badri N; Fekri, Faramarz

CRBcast: a reliable and energy-efficient broadcast scheme for wireless sensor networks using rateless codes Journal Article

In: IEEE Transactions on Wireless Communications, vol. 7, no. 12, 2008.

Links | BibTeX | Tags: Rateless Codes, Wireless Sensor Networks

Rahnavard, Nazanin; Vellambi, Badri N; Fekri, Faramarz

Distributed protocols for finding low-cost broadcast and multicast trees in wireless networks Conference

Sensor, Mesh and Ad Hoc Communications and Networks, 2008. SECON'08. 5th Annual IEEE Communications Society Conference on, IEEE 2008.

BibTeX | Tags: Broadcasting, multicasting, Wireless Sensor Networks

Sartipi, Mina; Vellambi, Badri N; Rahnavard, Nazanin; Fekri, Faramarz

DSCM: An Energy-Efficient and Rate-Optimal Multicast Protocol for Multihop Wireless Networks Using Distributed Source Coding Conference

INFOCOM 2008. The 27th Conference on Computer Communications. IEEE, IEEE 2008.

BibTeX | Tags: multicasting, Wireless Sensor Networks

Talari, Ali; Rahnavard, Nazanin

A low-latency and error-resilient Video-on-Demand broadcasting protocol using UEP-rateless codes Conference

Communication, Control, and Computing, 2008 46th Annual Allerton Conference on, IEEE 2008.

BibTeX | Tags: Coding for Multimedia, Multimeida, Rateless Codes, UEP, UEP Rateless Coding

2007

Rahnavard, Nazanin; Vellambi, Badri N; Fekri, Faramarz

Rateless codes with unequal error protection property Journal Article

In: IEEE Transactions on Information Theory, vol. 53, no. 4, pp. 1521–1532, 2007.

Links | BibTeX | Tags: Rateless Codes, UEP, UEP Rateless Coding

Rahnavard, Nazanin; Pishro-Nik, Hossein; Fekri, Faramarz

Unequal error protection using partially regular LDPC codes Journal Article

In: IEEE Transactions on Communications, vol. 55, no. 3, pp. 387–391, 2007.

Links | BibTeX | Tags: LDPC Codes, UEP, UEP LDPC

Vellambi, Badri N; Rahnavard, Nazanin; Fekri, Faramarz

The effect of finite memory on throughput of wireline packet networks Conference

Information Theory Workshop, 2007. ITW'07. IEEE, IEEE 2007.

BibTeX | Tags:

Rahnavard, Nazanin; Vellambi, Badri N; Fekri, Faramarz

Efficient broadcasting via rateless coding in multihop wireless networks with local information Conference

Proceedings of the 2007 international conference on Wireless communications and mobile computing, ACM 2007.

BibTeX | Tags: Rateless Codes, Wireless Sensor Networks

Rahnavard, Nazanin; Vellambi, Badri N; Fekri, Faramarz

FTS: a fractional transmission scheme for efficient broadcasting via rateless coding in multihop wireless networks Conference

Military Communications Conference, 2007. MILCOM 2007. IEEE, IEEE 2007.

BibTeX | Tags: Rateless Codes, Wireless Sensor Networks

Rahnavard, Nazanin

Coding for wireless ad-hoc and sensor networks: Unequal error protection and efficient data broadcasting Book

Georgia Institute of Technology, 2007.

BibTeX | Tags:

2006

Rahnavard, Nazanin; Fekri, Faramarz

New results on unequal error protection using LDPC codes Journal Article

In: IEEE Communications Letters, vol. 10, no. 1, pp. 43–45, 2006.

Links | BibTeX | Tags: LDPC Codes, UEP, UEP LDPC

Rahnavard, Nazanin; Fekri, Faramarz

CRBcast: A collaborative rateless scheme for reliable and energy-efficient broadcasting in wireless sensor networks Conference

Information Processing in Sensor Networks, 2006. IPSN 2006. The Fifth International Conference on, IEEE 2006.

BibTeX | Tags: Broadcasting, Rateless Codes, Rateless Coding Application, Wireless Sensor Networks

Rahnavard, Nazanin; Fekri, Faramarz

Generalization of rateless codes for unequal error protection and recovery time: Asymptotic analysis Conference

Information Theory, 2006 IEEE International Symposium on, IEEE 2006.

BibTeX | Tags: Rateless Codes, UEP, UEP Rateless Coding

2005

Rahnavard, Nazanin; Fekri, Faramarz

Finite-Length Unequal Error Protection Rateless Codes: Design and Analysis Conference

Global Telecommunications Conference, GLOBECOM'05, vol. 3, no. 1, IEEE 2005.

BibTeX | Tags: Rateless Codes, UEP, UEP Rateless Coding

Rahnavard, Nazanin; Fekri, Faramarz

Bounds on maximum-likelihood decoding of finite-length rateless codes Conference

Proc. of the 39th Annual Conference on Information Science and Systems (CISS?05), 2005.

BibTeX | Tags: Rateless Codes

Pishro-Nik, H; Rahnavard, N; Fekri, Faramarz

Nonuniform error correction using low-density parity-check codes Journal Article

In: IEEE transactions on information theory, vol. 51, no. 7, pp. 2702–2714, 2005.

Links | BibTeX | Tags: LDPC Codes, UEP, UEP LDPC

Rahnavard, Nazanin; Fekri, Faramarz

Finite-length unequal error protection rateless codes: design and analysis Conference

Global Telecommunications Conference, 2005. GLOBECOM'05. IEEE, vol. 3, IEEE 2005.

BibTeX | Tags: Rateless Codes, UEP Rateless Coding

2004

Rahnavard, Nazanin; Fekri, Faramarz

Unequal error protection using low-density parity-check codes Conference

Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on, IEEE 2004.

BibTeX | Tags: LDPC Codes, UEP, UEP LDPC

2003

Pishro-Nik, Hossein; Rahnavard, Nazanin; Ha, Jeongseok; Fekri, Faramarz; Adibi, Ali

Low-density parity-check codes for volume holographic memory systems Journal Article

In: Applied optics, vol. 42, no. 5, pp. 861–870, 2003.

Links | BibTeX | Tags: LDPC Codes

Pishro-Nik, Hossein; Rahnavard, Nazanin; Fekri, Faramarz

Results on non-uniform error correction using low-density parity-check codes Conference

Global Telecommunications Conference, 2003. GLOBECOM'03. IEEE, vol. 4, IEEE 2003.

BibTeX | Tags: LDPC Codes, UEP LDPC