Journal Papers
| No | Title | Author(s) | Journal | Info. |
|---|---|---|---|---|
| 9 | Harnessing the power of sample abundance: Theoretical guarantees and algorithms for accelerated one-bit sensing | Arian Eamaz, Farhang Yeganegi, Deanna Needell, Mojtaba Soltanalian | IEEE Transactions on Information Theory | In press, 2024 |
| 8 | Matrix completion from one-bit dither samples | Arian Eamaz, Farhang Yeganegi, Mojtaba Soltanalian | IEEE Transactions on Signal Processing | In press, 2024 |
| 7 | Beyond diagonal RIS: Key to next-generation integrated sensing and communications? | Tara Esmaeilbeig, Kumar Vijay Mishra, Mojtaba Soltanalian | IEEE Signal Processing letters | Revision submitted, 2024. Preprint |
| 6 | 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 | In press, 2016. Preprint |
| 5 | 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 | In press, 2016. Preprint |
| 4 | 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 | Revision submitted, 2016. Preprint |
| 3 | Locating the Few: Sparsity-Aware Waveform Design for Active Radar | H. Hu, M. Soltanalian, P. Stoica, and X. Zhu | IEEE Transactions on Signal Processing | Revision submitted, 2016. Preprint |
| 2 | Grab-n-Pull: A Max-Min Fractional Quadratic Programming Framework with Applications in Signal Processing | M. Soltanalian, A. Gharanjik, B. Shankar, and B. Ottersten | IEEE Transactions on Signal Processing | Submitted, 2016. Preprint |
| 1 | Constructing Binary Sequences with Optimal Peak Sidelobe Level: An Efficient Analytical-Computational Interplay | A. Bose, M. Soltanalian | — | Submitted, 2016. |
Conference Papers
| No | Title | Author(s) | Conference | Info. |
|---|---|---|---|---|
| 12 | Data-Aware Training Quality Monitoring and Certification for Reliable Deep Learning | Farhang Yeganegi, Arian Eamaz, Mojtaba Soltanalian | ||
| 11 | Can the Spectrum of the Neural Tangent Kernel Anticipate Fine-Tuning Performance? | Zahra Rahimi Afzal, Tara Esmaeilbeig, Mojtaba Soltanalian, Mesrob I Ohannessian | NeurIPS 2024 Workshop on Adaptive Foundation models | Vancouver, Canada, 2024 |
| 10 | RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates | Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi | NeurIPS 2024 Workshop on Fine-Tuning in Modern Machine Learning: Principles and Scalability | Vancouver, Canada, 2024 |
| 9 | Towards Data-Driven Guarantees for Sparse Signal Recovery | F. Yeganegi, A. Eamaz, and M. Soltanalian | Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2024. |
| 8 | Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays | R. Zheng, S. Sun, H. Liu, H. Chen, M. Soltanalian, and J. Li | Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2024. |
| 7 | 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 |
| 6 | 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 |
| 5 | 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 |
| 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 | 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 |
| 2 | 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. Accepted for presentation. |
| 1 | Non-Convex Shredded Signal Reconstruction via Sparsity Enhancement | A. Bose, M. Soltanalian | 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | New Orleans, LA. Submitted, 2016. |
Signal Design for Active Sensing and Communications
Signal Design for Active Sensing and Communications
For more information, see here.
Signal Design for Modern Radar Systems
For more information, see here.