Journal Papers
| No | Title | Author(s) | Journal | Info. |
|---|---|---|---|---|
| 31 | ORKA: Accelerated Kaczmarz Algorithms for Signal Recovery from One-Bit Samples | A. Eamaz, F. Yeganegi, D. Needell, and M. Soltanalian | IEEE Transactions on Signal Processing | Submitted, 2022. |
| 30 | Cramér–Rao Lower Bound Optimization for Hidden Moving Target Sensing via Multi-IRS-Aided Radar | Z. Esmaeilbeig, K. V. Mishra, A. Eamaz, and M. Soltanalian | IEEE Signal Processing Letters | Submitted, 2022. |
| 29 | UNO: Unlimited Sampling Meets One-Bit Quantization | A. Eamaz, F. Yeganegi, K. V. Mishra, and M. Soltanalian | IEEE Transactions on Signal Processing | Submitted, 2022. |
| 28 | Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds | A. Eamaz, F. Yeganegi, and M. Soltanalian | IEEE Transactions on Signal Processing | Submitted, 2022. |
| 27 | Covariance Recovery for One-Bit Sampled Stationary Signals With Time-Varying Sampling Thresholds | A. Eamaz, F. Yeganegi, and M. Soltanalian | Signal Processing | Submitted, 2022. |
| 26 | On the Building Blocks of Sparsity Measures | A. Eamaz, F. Yeganegi, and M. Soltanalian | IEEE Signal Processing Letters | Submitted, 2022. |
| 25 | Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging | S. Pinilla, K. V. Mishra, I. Shevkunov, M. Soltanalian, V. Katkovnik, and K. Egiazarian | IEEE Signal Processing Magazine | In press, 2022. |
| 24 | One-Bit Phase Retrieval: More Samples Means Less Complexity? | A. Eamaz, F. Yeganegi, and M. Soltanalian | IEEE Transactions on Signal Processing | vol. 70, pp. 4618 – 4632, Sep. 2022. |
| 23 | Quantum Compressive Sensing: Mathematical Machinery, Quantum Algorithms, and Quantum Circuitry | K. Sherbert, N. Naimipour, H. Safavi, H. Shaw, and M. Soltanalian | Applied Sciences | vol. 12, no. 15, pp. 7525, 2022. |
| 22 | LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers | S. Khobahi, N. Shlezinger, M. Soltanalian, and Y. C. Eldar | IEEE Transactions on Signal Processing | Submitted, 2021. |
| 21 | Fast and Robust LRSD-Based SAR/ISAR Imaging and Decomposition | H. R. Hashempour, M. Moradikia, H. Bastami, A. Abdelhadi, and M. Soltanalian | IEEE Transactions on Geoscience and Remote Sensing | vol. 60, pp. 1-13, 2022. |
| 20 | Mathematics of Sparsity and Entropy Measures: Equivalency, Optimality, and Constructions | F. Yeganegi, A. Eamaz, and M. Soltanalian | IEEE Transactions on Information Theory | Submitted, 2021. |
| 19 | Model-Based Deep Learning for Additive Manufacturing: New Frontiers and Applications | S. Ghungrad, B. Gould, M. Soltanalian, S. Wolff, and A. Haghighi | Manufacturing Letters | vol.29, August 2021, Pages 94-98. |
| 18 | Unfolded Algorithms for Deep Phase Retrieval | N. Naimipour, S. Khobahi, and M. Soltanalian | IEEE Transactions on Signal Processing | Submitted, 2020. |
| 17 | Mutual Interference Mitigation for Multiple Connected Automotive Radar Systems | A. Bose, B. Tang, M. Soltanalian, and J. Li | IEEE Transactions on Vehicular Technology | Submitted, 2020. |
| 16 | On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays | S. Sedighi, B. Shankar, M. Soltanalian, and B. Ottersten | IEEE Transactions on Signal Processing | Submitted, 2020. pdf |
| 15 | Waveform Design for Mutual Interference Mitigation in Automotive Radar | A. Bose, B. Tang, W. Huang, M. Soltanalian, and J. Li | IEEE Transactions on Signal Processing | Submitted, 2020. |
| 14 | DoA Estimation Using Low-Resolution Multi-Bit Sparse Array Measurements | S. Sedighi, B. Shankar, M. Soltanalian, and B. Ottersten | IEEE Signal Processing Letters | In press, 2021. |
| 13 | Efficient Waveform Covariance Matrix Design and Antenna Selection for MIMO Radar | A. Bose, S. Khobahi, and M. Soltanalian | Signal Processing | vol. 183, June 2021, 107985. |
| 12 | Model-Based Deep Learning for One-Bit Compressive Sensing | S. Khobahi and M. Soltanalian | IEEE Transactions on Signal Processing | vol. 68, pp. 5292-5307, Sep. 2020. |
| 11 | Optimized Transmission for Parameter Estimation in Wireless Sensor Networks | S. Khobahi, M. Soltanalian, F. Jiang, and A. Swindlehurst | IEEE Transactions on Signal and Information Processing over Networks | no. 6, pp. 35-47, Oct. 2019. Appeared on the IEEE TSIPN Popular Articles list, Nov. 2019. |
| 10 | Efficient Design of Binary Sequences with Low Autocorrelation Sidelobes | R. Lin, M. Soltanalian, B. Tang, and J. Li | IEEE Transactions on Signal Processing | no. 24, pp. 6397-6410, Dec. 2019. |
| 9 | One-Bit Radar Processing With Time-Varying Sampling Thresholds | A. Ameri, A. Bose, J. Li, and M. Soltanalian | IEEE Transactions on Signal Processing | vol. 67, no. 20, pp. 5297-5308, Oct. 2019. pdf |
| 8 | Large-System Mutual Information Analysis of Receive Spatial Modulation in Correlated Multi-Cell Massive MIMO Networks | M. Maleki, K. Mohamed-Pour, and M. Soltanalian | IEEE Transactions on Communications | vol. 67, no. 9, pp. 6071-6084, Sep. 2019. pdf |
| 7 | Grab-n-Pull: A Max-Min Fractional Quadratic Programming Framework with Applications in Signal Processing | A. Gharanjik, M. Soltanalian, B. Shankar, and B. Ottersten | Signal Processing | vol. 160, pp. 1-12, Jul. 2019. pdf |
| 6 | Receive Spatial Modulation in Correlated Massive MIMO with Partial CSI | M. Maleki, K. Mohamed-Pour, and M. Soltanalian | IEEE Transactions on Signal Processing | vol. 67, no. 5, pp. 1237-1250, Mar. 2019. pdf |
| 5 | Constructing Binary Sequences with Optimal Peak Sidelobe Level: An Efficient Analytical-Computational Interplay | A. Bose, and M. Soltanalian | IEEE Transactions on Signal Processing | vol. 66, Issue: 11, pp. 2998 – 3007, Jun. 2018. pdf |
| 4 | Locating the Few: Sparsity-Aware Waveform Design for Active Radar | H. Hu, M. Soltanalian, P. Stoica, and X. Zhu | IEEE Transactions on Signal Processing |
|
| 3 | Training Signal Design for Correlated Massive MIMO Channel Estimation | M. Soltanalian, M. M. Naghsh, N. Shariati, P. Stoica, and B. Hassibi | IEEE Transactions on Wireless Communications |
|
| 2 | Directional Modulation via Symbol-Level Precoding: A Way to Enhance Security | A. Kalantari, M. Soltanalian, S. Maleki, S. Chatzinotas, and B. Ottersten | IEEE Journal of Selected Topics in Signal Processing | |
| 1 | Efficient Sum-Rate Maximization for Large-Scale MIMO AF-Relay Networks | M. M. Naghsh, M. Soltanalian, P. Stoica, M. Masjedi, and B. Ottersten | IEEE Transactions on Wireless Communications | vol. 15, Issue: 9, pp. 6400 – 6411, Sept. 2016. pdf |
Peer-Reviewed Conference Papers
| No | Title | Author(s) | Conference | Info. |
|---|---|---|---|---|
| 42 | OPeRA: Leveraging the Sample Size and Complexity Trade-Off Towards Efficient One-Bit Phase Retrieval | A. Eamaz, F. Yeganegi, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2022. |
| 41 | Guaranteed Deep Learning for Reliable Radar Signal Processing | S. Khobahi, A, Mostajeran, M. Emadi, P. Wang, and M. Soltanalian | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2022 | Trondheim, Norway, 2022. Invited. |
| 40 | IRS-Aided Radar: Enhanced Target Parameter Estimation via Intelligent Reflecting Surfaces | Z. Esmaeilbeig, K. V. Mishra, and M. Soltanalian | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2022 | Trondheim, Norway, 2022. Invited. |
| 39 | Generalized Probability Density Function Estimation via Convex Optimization | A. Eamaz, F. Yeganegi, M. Soltanalian, and N. Devroye | IEEE International Symposium on Information Theory (ISIT) 2022 | Espoo, Finland, 2022. |
| 38 | Deep Initialization for Guaranteed Unimodular Quadratic Programming | A. V. Ramesh, and M. Soltanalian | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 | Singapore, 2022. |
| 37 | Deep One-Bit Compressive Autoencoding | S. Khobahi, A. Bose, and M. Soltanalian | IEEE Statistical Signal Processing Workshop (SSP 2021) | Rio de Janeiro, Brazil, 2021. Invited. |
| 36 | Model-Inspired Deep Detection with Low-Resolution Receivers | S. Khobahi, N. Shlezinger, M. Soltanalian, and Y. C. Eldar | IEEE International Symposium on Information Theory (ISIT) 2021 | Melbourne, Victoria, Australia, 2021. |
| 35 | On the Asymptotic Performance of One-Bit Co-Array-Based MUSIC | S. Sedighi, B. Shankar, M. Soltanalian, and B. Ottersten | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021 | Toronto, Ontario, Canada, 2021. |
| 34 | Modified Arcsine Law for One-Bit Sampled Stationary Signals with Time-Varying Thresholds | A. Eamaz, F. Yeganegi, and M. Soltanalian | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021 | Toronto, Ontario, Canada, 2021. |
| 33 | CoroNet: A Deep Network Architecture for Identification of COVID-19 from Chest X-Ray Images | C. Agarwal, S. Khobahi, A. Bose, D. Schonfeld, and M. Soltanalian | SPIE Medical Imaging Conference | San Diego, CA, 2021. The codes are available here. |
| 32 | UPR: A Model-Driven Architecture for Deep Phase Retrieval | N. Naimipour, S. Khobahi, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2020. |
| 31 | Limits of Transmit Beamforming for Massive MIMO Radar | A. Bose, A. Ghauri, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2020. Invited. |
| 30 | Deep-URL: A Model-Aware Approach to Blind Deconvolution Based on Deep Unfolded Richardson-Lucy Network | C. Agarwal, S. Khobahi, A. Bose, M. Soltanalian, and D. Schonfeld | IEEE International Conference on Image Processing (ICIP 2020) | Abu Dhabi, UAE, 2020. |
| 29 | Deep Radar Waveform Design for Efficient Automotive Radar Sensing | S. Khobahi, A. Bose, and M. Soltanalian | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020 | Hangzhou, China, 2019. Invited. |
| 28 | One-Bit DoA Estimation via Sparse Linear Arrays | S. Sedighi, B. Shankar, M. Soltanalian, and B. Ottersten | 11th IEEE Sensor Array and Multichannel Signal Processing Workshop | Barcelona, Spain, 2020. Invited. |
| 27 | Waveform Design for One-Bit Radar Systems Under Uncertain Interference Statistics | A. Ameri, A. Bose, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers 2019 | Pacific Grove, CA, 2019. Invited. |
| 26 | Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar | A. Bose, S. Khobahi, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers 2019 | Pacific Grove, CA, 2019. Invited. |
| 25 | Learning-Based Shadow Mitigation for Terahertz Multi-Layer Imaging | P. Wang, T. Koike-Akino, A. Bose , R. Ma, P. Orlik, W. Tsujita, K. Sadamoto, H. Tsutada, and M. Soltanalian | 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz) | Paris, France, 2019. pdf |
| 24 | THz Multi-Layer Imaging Via Nonlinear Inverse Scattering | A. Bose, A. Kadu, H. Mansour, P. Wang, P. Boufounos, P. Orlik, and M. Soltanalian | 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz) | Paris, France, 2019. pdf |
| 23 | Deep Signal Recovery With One-Bit Quantization | S. Khobahi, N. Naimipour, M. Soltanalian, and Y. C. Eldar | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 | Brighton, UK, 2019. pdf |
| 22 | Comprehensive Personalized Ranking Using One-Bit Comparison Data | A. Ameri, A. Bose, and M. Soltanalian | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 | Brighton, UK, 2019. pdf |
| 21 | One-Bit Radar Processing for Moving Target Detection | A. Ameri, and M. Soltanalian | Radar Conference (RadarConf) 2019 | Boston, MA, 2019. pdf |
| 20 | Design of Unimodular Sequence Sets with Good Correlation and Complementary Correlation Properties | I. A. Arriaga-Trejo, A. Bose, A. G. Orozco-Lugo, and M. Soltanalian | IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2018 | Anaheim, CA, 2018. pdf |
| 19 | Graph Clustering Using One-Bit Comparison Data | N. Naimipour and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers 2018 | Pacific Grove, CA, 2018. pdf |
| 18 | Signal Recovery from 1-Bit Quantized Noisy Samples via Adaptive Thresholding | S. Khobahi and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers 2018 | Pacific Grove, CA, 2018. pdf |
| 17 | One-Bit Radar Processing and Estimation with Time-Varying Sampling Thresholds | A. Ameri, J. Li, and M. Soltanalian | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018 | Sheffield, UK, 2018. Invited. pdf |
| 16 | Generalized Cyclic Algorithms for Designing Unimodular Sequence Sets with Good (Complementary) Correlation Properties | A. Bose, I. A. Arriaga-Trejo, A. G. Orozco-Lugo, and M. Soltanalian | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018 | Sheffield, UK, 2018. Invited. pdf |
| 15 | Low-Rank Matrix Recovery From One-Bit Comparison Information | A. Bose, A. Ameri, M. Klug, and M. Soltanalian | 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 | Calgary, Canada, 2018. pdf |
| 14 | Efficient Non-Convex Graph Clustering for Big Data | N. Naimipour, and M. Soltanalian | 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 | Calgary, Canada, 2018. pdf |
| 13 | Optimized Transmission for Consensus in Wireless Sensor Networks | S. Khobahi, and M. Soltanalian | 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 | Calgary, Canada, 2018. pdf |
| 12 | Designing Signals with Good Correlation and Distribution Properties | A. Bose, N. Mohammadi, and M. Soltanalian | 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 | Calgary, Canada, 2018. pdf |
| 11 | Efficient Construction of Polyphase Sequences With Optimal Peak Sidelobe Level Growth | A. Bose, and M. Soltanalian | 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2017 | Montreal, Canada, 2017. |
| 10 | ComSens: Exploiting Pilot Diversity for Pervasive Integration of Communication and Sensing in MIMO-TDD Frameworks | M. Mousaei, M. Soltanalian, and B. Smida | MILCOM 2017 | Baltimore, Maryland, 2017. pdf |
| 9 | Non-Convex Shredded Signal Reconstruction via Sparsity Enhancement | A. Bose, M. Soltanalian | 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017 | New Orleans, LA, 2017. pdf |
| 8 | MIMO Directional Modulation M-QAM Precoding for Transceivers Performance Enhancement | A. Kalantari, C. Tsinos, M. Soltanalian, S. Chatzinotas, W.-K. Ma, and B. Ottersten | 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2017 | Sapporo, Japan, 2017. pdf |
| 7 | Spatial Peak Power Minimization for Relaxed Phase M-PSK MIMO Directional Modulation Transmitter | A. Kalantari, C. Tsinos, M. Soltanalian, S. Chatzinotas, W.-K. Ma, and B. Ottersten | 25th European Signal Processing Conference (EUSIPCO) 2017 | Kos Island, Greece, 2017. pdf |
| 6 | Max-Min Transmit Beamforming via Iterative Regularization | A. Gharanjik, B. Shankar, M. Soltanalian, and B. Ottersten | 50th Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2016. pdf |
| 5 | Reliability Problems and Pareto-Optimality in Cognitive Radar (Invited Paper) | M. Soltanalian, B. Shankar, and B. Ottersten | 24th European Signal Processing Conference (EUSIPCO) 2016 | Budapest, Hungary, 2016. pdf |
| 4 | An Iterative Approach to Nonconvex QCQP with Applications in Signal Processing | A. Gharanjik, B. Shankar, M. Soltanalian, and B. Ottersten | IEEE 9th Sensor Array and Multichannel Signal Processing Workshop (SAM) 2016 | Rio de Janeiro, Brazil, 2016. pdf |
| 3 | Grab-n-Pull: An Optimization Framework for Fairness-Achieving Networks | M. Soltanalian, A. Gharanjik, B. Shankar, and B. Ottersten | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016 | Shanghai, China, 2016. pdf |
| 2 | Rate Optimization for Massive MIMO Relay Networks: A Minorization-Maximization Approach | M. M. Naghsh, M. Soltanalian, P. Stoica, M. Masjedi, and B. Ottersten | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016 | Shanghai, China, 2016. pdf |
| 1 | Secure M-PSK Communication Via Directional Modulation | A. Kalantari, M. Soltanalian, S. Maleki, S. Chatzinotas, and B. Ottersten | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016 | Shanghai, China, 2016. pdf |
Books
Signal Design for Active Sensing and Communications
For more information, see here.
Dissertations
Waveform Synthesis for Active Sensing with Emerging Applications
Foundations of Model-Based Deep Learning: Applications, Interpretability and Performance Guarantees
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