| Pruning the pilots: Deep learning-based pilot design and channel estimation for MIMO-OFDM systems MB Mashhadi, D Gündüz IEEE Transactions on Wireless Communications 20 (10), 6315-6328, 2021 | 213 | 2021 |
| Heart Rate Tracking using Wrist-Type Photoplethysmographic (PPG) Signals during Physical Exercise with Simultaneous Accelerometry MB Mashhadi, E Asadi, M Eskandari, S Kiani, F Marvasti IEEE Signal Processing Letters 23 (2), 227-231, 2016 | 167 | 2016 |
| Distributed deep convolutional compression for massive MIMO CSI feedback MB Mashhadi, Q Yang, D Gündüz IEEE Transactions on Wireless Communications 20 (4), 2621-2633, 2020 | 155 | 2020 |
| LIDAR and position-aided mmWave beam selection with non-local CNNs and curriculum training M Zecchin, MB Mashhadi, M Jankowski, D Gündüz, M Kountouris, ... IEEE Transactions on Vehicular Technology 71 (3), 2979-2990, 2022 | 100 | 2022 |
| Deep convolutional compression for massive MIMO CSI feedback Q Yang, MB Mashhadi, D Gündüz 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 94 | 2019 |
| Federated mmWave beam selection utilizing LIDAR data MB Mashhadi, M Jankowski, TY Tung, S Kobus, D Gündüz IEEE Wireless Communications Letters 10 (10), 2269-2273, 2021 | 80 | 2021 |
| Latency-aware generative semantic communications with pre-trained diffusion models L Qiao, MB Mashhadi, Z Gao, CH Foh, P Xiao, M Bennis IEEE wireless communications letters, 2024 | 72 | 2024 |
| Massive digital over-the-air computation for communication-efficient federated edge learning L Qiao, Z Gao, MB Mashhadi, D Gündüz IEEE Journal on Selected Areas in Communications 42 (11), 3078-3094, 2024 | 46 | 2024 |
| Deep learning for massive MIMO channel state acquisition and feedback M Boloursaz Mashhadi, D Gündüz Journal of the Indian Institute of Science 100 (2), 369-382, 2020 | 41 | 2020 |
| CNN-based analog CSI feedback in FDD MIMO-OFDM systems MB Mashhadi, Q Yang, D Gündüz ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 37 | 2020 |
| PARAMOUNT: Towards generalizable deep learning for mmwave beam selection using sub-6GHz channel measurements K Vuckovic, MB Mashhadi, F Hejazi, N Rahnavard, A Alkhateeb IEEE Transactions on Wireless Communications, 2023 | 34 | 2023 |
| Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices S Salehi, MB Mashhadi, A Zaeemzadeh, N Rahnavard, RF DeMara IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (4 …, 2018 | 32 | 2018 |
| Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications L Qiao, MB Mashhadi, Z Gao, R Tafazolli, M Bennis, DT Niyato IEEE Wireless Communications Magazine, 2025 | 31* | 2025 |
| Supervised heart rate tracking using wrist-type photoplethysmographic (PPG) signals during physical exercise without simultaneous acceleration signals M Essalat, MB Mashhadi, F Marvasti 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 31 | 2016 |
| Modeling dynamics of expectations on global oil price M Rafieisakhaei, B Barazandeh, M Bolursaz, M Assadzadeh The 33rd International Conference of the System Dynamics Society, 2015 | 26 | 2015 |
| FedRec: Federated Learning of Universal Receivers over Fading Channels MB Mashhadi, N Shlezinger, YC Eldar, D Gündüz 2021 IEEE Statistical Signal Processing Workshop (SSP), 576-580, 2021 | 25 | 2021 |
| A collaborative software defined network-based smart grid intrusion detection system S Chatzimiltis, M Shojafar, MB Mashhadi, R Tafazolli IEEE open journal of the Communications Society 5, 700-711, 2024 | 24 | 2024 |
| Generative semantic communications with foundation models: Perception-error analysis and semantic-aware power allocation C Xu, MB Mashhadi, Y Ma, R Tafazolli, J Wang IEEE Journal on Selected Areas in Communications, 2025 | 21 | 2025 |
| Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach K Wang, Y Ma, MB Mashhadi, CH Foh, R Tafazolli, Z Ding IEEE Transactions on Vehicular Technology, 2024 | 20 | 2024 |
| Low Complexity Heart Rate Measurement from Wearable Wrist-Type Photoplethysmographic Sensors Robust to Motion Artifacts MB Mashhadi, M Farhadi, M Essalat, F Marvasti 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 20 | 2018 |
Deniz GunduzProfessor of Information Processing, Imperial College LondonVerified email at imperial.ac.uk
