My publications cover RF sensing and computational imaging, wireless communications, and trustworthy machine learning. Entries are organized by publication type, with recent work first.
@article{Moradikia2026J21,
author = {V. Filardi and N. Khosravi Largani and S. Zekavat and M. Moradikia and B. Wilson and R. Askari and O. Mangoubi},
title = {{Toward Intelligent GPR: Wavelet Scattering Networks for Soil Water Content Prediction}},
year = {2026},
journal = {IEEE Transactions on AgriFood Electronics},
url = {https://ieeexplore.ieee.org/document/11512972}
}
[J20]2024
Secure SWIPT in the Multiuser STAR-RIS Aided MISO Rate-Splitting Downlink
H. R. Hashempour, H. Bastami, M. Moradikia, S. A. Zekavat, H. Behroozi, G. Berardinelli, A. L. Swindlehurst
IEEE Transactions on Vehicular Technology, vol. 73, no. 9, pp. 13466–13481, 2024.
@article{Moradikia2024J20,
author = {H. R. Hashempour and H. Bastami and M. Moradikia and S. A. Zekavat and H. Behroozi and G. Berardinelli and A. L. Swindlehurst},
title = {{Secure SWIPT in the Multiuser STAR-RIS Aided MISO Rate-Splitting Downlink}},
year = {2024},
journal = {IEEE Transactions on Vehicular Technology},
volume = {73},
number = {9},
pages = {13466--13481}
}
[J19]2024
Adversarial Attacks on Graph Neural Networks Based Spatial Resource Management in P2P Wireless Communications
A. Ghasemi, E. Zeraatkar, M. Moradikia, S. A. Zekavat
IEEE Transactions on Vehicular Technology, vol. 73, no. 6, pp. 8847–8863, 2024.
@article{Moradikia2024J19,
author = {A. Ghasemi and E. Zeraatkar and M. Moradikia and S. A. Zekavat},
title = {{Adversarial Attacks on Graph Neural Networks Based Spatial Resource Management in P2P Wireless Communications}},
year = {2024},
journal = {IEEE Transactions on Vehicular Technology},
volume = {73},
number = {6},
pages = {8847--8863}
}
@article{Moradikia2024J18,
author = {H. Namdari and M. Moradikia and S. Zekavat and R. Askari and O. Mangoubi and D. Petkie},
title = {{Advancing Precision Agriculture: Machine Learning-Enhanced GPR Analysis for Root-Zone Soil Moisture Assessment in Mega Farms}},
year = {2024},
journal = {IEEE Transactions on AgriFood Electronics},
doi = {10.1109/TAFE.2024.3455238},
url = {https://doi.org/10.1109/TAFE.2024.3455238}
}
[J17]2023
Large-Scale Rate-Splitting Multiple Access in Uplink UAV Networks: Effective Secrecy Throughput Maximization Under Limited Feedback Channel
H. Bastami, H. Behroozi, M. Moradikia, A. Abdelhadi, D. W. K. Ng, L. Hanzo
IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 9267–9280, 2023.
@article{Moradikia2023J17,
author = {H. Bastami and H. Behroozi and M. Moradikia and A. Abdelhadi and D. W. K. Ng and L. Hanzo},
title = {{Large-Scale Rate-Splitting Multiple Access in Uplink UAV Networks: Effective Secrecy Throughput Maximization Under Limited Feedback Channel}},
year = {2023},
journal = {IEEE Transactions on Vehicular Technology},
volume = {72},
number = {7},
pages = {9267--9280}
}
[J16]2023
Hybrid Precoding Based on Active Learning for mmWave Massive MIMO Communication Systems
M. Nouri, H. Behroozi, H. Bastami, M. Moradikia, A. Jafarieh, A. Abdelhadi, Z. Han
IEEE Transactions on Communications, vol. 71, no. 5, pp. 3043–3058, 2023.
@article{Moradikia2023J16,
author = {M. Nouri and H. Behroozi and H. Bastami and M. Moradikia and A. Jafarieh and A. Abdelhadi and Z. Han},
title = {{Hybrid Precoding Based on Active Learning for mmWave Massive MIMO Communication Systems}},
year = {2023},
journal = {IEEE Transactions on Communications},
volume = {71},
number = {5},
pages = {3043--3058}
}
[J15]2022
Maximizing the Secrecy Energy Efficiency of the Cooperative RS-Aided Downlink in Multi-Carrier UAV Networks
H. Bastami, M. Moradikia, A. Abdelhadi, H. Behroozi, B. Clerckx, L. Hanzo
IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 11803–11819, 2022.
@article{Moradikia2022J15,
author = {H. Bastami and M. Moradikia and A. Abdelhadi and H. Behroozi and B. Clerckx and L. Hanzo},
title = {{Maximizing the Secrecy Energy Efficiency of the Cooperative RS-Aided Downlink in Multi-Carrier UAV Networks}},
year = {2022},
journal = {IEEE Transactions on Vehicular Technology},
volume = {71},
number = {11},
pages = {11803--11819}
}
[J14]2022
Fast and Robust LRSD-Based SAR/ISAR Imaging and Decomposition
H. R. Hashempour, M. Moradikia, H. Bastami, A. Abdelhadi, M. Soltanalian
IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1–13, 2022.
@article{Moradikia2022J14,
author = {H. R. Hashempour and M. Moradikia and H. Bastami and A. Abdelhadi and M. Soltanalian},
title = {{Fast and Robust LRSD-Based SAR/ISAR Imaging and Decomposition}},
year = {2022},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
volume = {60},
pages = {1--13}
}
[J13]2022
Differential Privacy Preservation in Robust Continual Learning
A. Hassanpour, M. Moradikia, B. Yang, A. Abdelhadi, C. Busch, J. Fierrez
@article{Moradikia2022J13,
author = {A. Hassanpour and M. Moradikia and B. Yang and A. Abdelhadi and C. Busch and J. Fierrez},
title = {{Differential Privacy Preservation in Robust Continual Learning}},
year = {2022},
journal = {IEEE Access},
volume = {10},
pages = {24273--24287}
}
[J12]2021
On the Physical Layer Security of the Cooperative Rate-Splitting-Aided Downlink in UAV Networks
H. Bastami, M. Letafati, M. Moradikia, A. Abdelhadi, H. Behroozi, L. Hanzo
IEEE Transactions on Information Forensics and Security, vol. 16, pp. 5018–5033, 2021.
@article{Moradikia2021J12,
author = {H. Bastami and M. Letafati and M. Moradikia and A. Abdelhadi and H. Behroozi and L. Hanzo},
title = {{On the Physical Layer Security of the Cooperative Rate-Splitting-Aided Downlink in UAV Networks}},
year = {2021},
journal = {IEEE Transactions on Information Forensics and Security},
volume = {16},
pages = {5018--5033}
}
[J11]2021
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition
M. Moradikia, S. Samadi, H. R. Hashempour, M. Çetin
IEEE Transactions on Computational Imaging, vol. 7, pp. 384–398, 2021.
@article{Moradikia2021J11,
author = {M. Moradikia and S. Samadi and H. R. Hashempour and M. Çetin},
title = {{Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition}},
year = {2021},
journal = {IEEE Transactions on Computational Imaging},
volume = {7},
pages = {384--398}
}
[J10]2021
Secrecy Rate Maximization for Hardware-Impaired Untrusted Relaying Network with Deep Learning
H. Bastami, M. Moradikia, H. Behroozi, R. C. de Lamare, A. Abdelhadi, Z. Ding
@article{Moradikia2021J10,
author = {H. Bastami and M. Moradikia and H. Behroozi and R. C. de Lamare and A. Abdelhadi and Z. Ding},
title = {{Secrecy Rate Maximization for Hardware-Impaired Untrusted Relaying Network with Deep Learning}},
year = {2021},
journal = {Physical Communication},
volume = {49},
eid = {101476}
}
[J9]2021
Majorization–Minimization Approach for Real-Time Enhancement of Sparsity-Driven SAR Imaging
A. Asadipooya, S. Samadi, M. Moradikia, R. Mohseni
Journal of Real-Time Image Processing, vol. 18, no. 5, pp. 1441–1455, 2021.
@article{Moradikia2021J9,
author = {A. Asadipooya and S. Samadi and M. Moradikia and R. Mohseni},
title = {{Majorization–Minimization Approach for Real-Time Enhancement of Sparsity-Driven SAR Imaging}},
year = {2021},
journal = {Journal of Real-Time Image Processing},
volume = {18},
number = {5},
pages = {1441--1455}
}
[J8]2020
Secure mm-Wave Communications with Imperfect Hardware and Uncertain Eavesdropper Location
@article{Moradikia2020J8,
author = {S. Mashdour and M. Moradikia and P. L. Yeoh},
title = {{Secure mm-Wave Communications with Imperfect Hardware and Uncertain Eavesdropper Location}},
year = {2020},
journal = {Transactions on Emerging Telecommunications Technologies},
volume = {31},
number = {10},
eid = {e4016}
}
[J7]2019
Cooperative Secure Transmission Relying on Optimal Power Allocation in the Presence of Untrusted Relays, a Passive Eavesdropper and Hardware Impairments
M. Moradikia, H. Bastami, A. Kuhestani, H. Behroozi, L. Hanzo
@article{Moradikia2019J7,
author = {M. Moradikia and H. Bastami and A. Kuhestani and H. Behroozi and L. Hanzo},
title = {{Cooperative Secure Transmission Relying on Optimal Power Allocation in the Presence of Untrusted Relays, a Passive Eavesdropper and Hardware Impairments}},
year = {2019},
journal = {IEEE Access},
volume = {7},
pages = {116942--116964}
}
[J6]2019
Joint SAR Imaging and Multi-Feature Decomposition From 2-D Under-Sampled Data via Low-Rankness Plus Sparsity Priors
M. Moradikia, S. Samadi, M. Çetin
IEEE Transactions on Computational Imaging, vol. 5, no. 1, pp. 1–16, 2019.
@article{Moradikia2019J6,
author = {M. Moradikia and S. Samadi and M. Çetin},
title = {{Joint SAR Imaging and Multi-Feature Decomposition From 2-D Under-Sampled Data via Low-Rankness Plus Sparsity Priors}},
year = {2019},
journal = {IEEE Transactions on Computational Imaging},
volume = {5},
number = {1},
pages = {1--16}
}
[J5]2019
A Novel End-to-End Deep Learning Scheme for Classifying Multi-Class Motor Imagery EEG Signals
A. Hassanpour, M. Moradikia, H. Adeli, S. R. Khayami, P. Shamsinejadbabaki
@article{Moradikia2019J5,
author = {A. Hassanpour and M. Moradikia and H. Adeli and S. R. Khayami and P. Shamsinejadbabaki},
title = {{A Novel End-to-End Deep Learning Scheme for Classifying Multi-Class Motor Imagery EEG Signals}},
year = {2019},
journal = {Expert Systems}
}
[J4]2018
Optimal Power Allocation by Imperfect Hardware Analysis in Untrusted Relaying Networks
A. Kuhestani, A. Mohammadi, K.-K. Wong, P. L. Yeoh, M. Moradikia, M. R. A. Khandaker
IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4302–4314, 2018.
@article{Moradikia2018J4,
author = {A. Kuhestani and A. Mohammadi and K.-K. Wong and P. L. Yeoh and M. Moradikia and M. R. A. Khandaker},
title = {{Optimal Power Allocation by Imperfect Hardware Analysis in Untrusted Relaying Networks}},
year = {2018},
journal = {IEEE Transactions on Wireless Communications},
volume = {17},
number = {7},
pages = {4302--4314}
}
[J3]2018
Joint Optimal Power Allocation, Cooperative Beamforming, and Jammer Selection Design to Secure Untrusted Relaying Network
@article{Moradikia2018J3,
author = {M. Moradikia and S. Mashdour and A. Jamshidi},
title = {{Joint Optimal Power Allocation, Cooperative Beamforming, and Jammer Selection Design to Secure Untrusted Relaying Network}},
year = {2018},
journal = {Transactions on Emerging Telecommunications Technologies},
volume = {29},
number = {3},
eid = {e3276}
}
[J2]2016
EE-RS and PA for Untrusted Relay Network at High Signal-to-Noise Ratio Regime
H. Zarrabi, A. Kuhestani, M. Moradikia
IET Communications, vol. 10, no. 16, pp. 2143–2148, 2016.
@article{Moradikia2016J2,
author = {H. Zarrabi and A. Kuhestani and M. Moradikia},
title = {{EE-RS and PA for Untrusted Relay Network at High Signal-to-Noise Ratio Regime}},
year = {2016},
journal = {IET Communications},
volume = {10},
number = {16},
pages = {2143--2148}
}
[J1]2015
Stackelberg Game on Space and Frequency Heterogeneity Analysis in an OFDMA-Based Cognitive Spectrum Leasing
M. A. Pourmina, M. Moradikia
Wireless Personal Communications, vol. 84, pp. 341–359, 2015.
@article{Moradikia2015J1,
author = {M. A. Pourmina and M. Moradikia},
title = {{Stackelberg Game on Space and Frequency Heterogeneity Analysis in an OFDMA-Based Cognitive Spectrum Leasing}},
year = {2015},
journal = {Wireless Personal Communications},
volume = {84},
pages = {341--359}
}
@inproceedings{Moradikia2024C8,
author = {A. Ghasemi and M. Moradikia and S. R. Zekavat and H. Pishro-Nik},
title = {{Adversarial Attacks Targeting Point-to-Point Wireless Networks}},
year = {2024},
booktitle = {in Proc. IEEE VTC-Spring},
pages = {1--6}
}
[C7]2024
Learning-Based AP Selection in User-Centric Cell-Free Massive MIMO Networks
S. Salehi, S. Mashdour, O. Tamyigit, S. Seyedmasoumian, M. Moradikia, R. C. de Lamare, A. Schmeink
in Proc. European Wireless 2024: 29th European Wireless Conference, pp. 53–58, 2024.
@inproceedings{Moradikia2024C7,
author = {S. Salehi and S. Mashdour and O. Tamyigit and S. Seyedmasoumian and M. Moradikia and R. C. de Lamare and A. Schmeink},
title = {{Learning-Based AP Selection in User-Centric Cell-Free Massive MIMO Networks}},
year = {2024},
booktitle = {in Proc. European Wireless 2024: 29th European Wireless Conference},
pages = {53--58}
}
[C6]2023
Comprehensive GPR Signal Analysis via Descriptive Statistics and Machine Learning
H. Namdari, M. Moradikia, D. T. Petkie, R. Askari, S. Zekavat
@inproceedings{Moradikia2023C6,
author = {H. Namdari and M. Moradikia and D. T. Petkie and R. Askari and S. Zekavat},
title = {{Comprehensive GPR Signal Analysis via Descriptive Statistics and Machine Learning}},
year = {2023},
booktitle = {in Proc. IEEE WiSEE}
}
[C5]2023
Adversarial Attacks on Resource Management in P2P Wireless Communications
A. Ghasemi, E. Zeraatkar, M. Moradikia, S. A. Zekavat
@inproceedings{Moradikia2023C5,
author = {A. Ghasemi and E. Zeraatkar and M. Moradikia and S. A. Zekavat},
title = {{Adversarial Attacks on Resource Management in P2P Wireless Communications}},
year = {2023},
booktitle = {in Proc. IEEE WiSEE}
}
[C4]2023
Data-Driven Soil Water Content Estimation at Multiple Depths Using SFCW GPR
V. Filardi, A. Cheung, R. Khan, O. Mangoubi, M. Moradikia, S. R. Zekavat, B. Wilson, R. Askari, D. Petkie
in Proc. IEEE ORSS, pp. 86–90, 2023. Best Paper Award.
@inproceedings{Moradikia2023C4,
author = {V. Filardi and A. Cheung and R. Khan and O. Mangoubi and M. Moradikia and S. R. Zekavat and B. Wilson and R. Askari and D. Petkie},
title = {{Data-Driven Soil Water Content Estimation at Multiple Depths Using SFCW GPR}},
year = {2023},
booktitle = {in Proc. IEEE ORSS},
pages = {86--90},
note = {Best Paper Award}
}
[C3]2022
Mixture GAN for Modulation Classification Resiliency Against Adversarial Attacks
E. Shtaiwi, A. E. Ouadrhiri, M. Moradikia, S. Sultana, A. Abdelhadi, Z. Han
@inproceedings{Moradikia2022C3,
author = {E. Shtaiwi and A. E. Ouadrhiri and M. Moradikia and S. Sultana and A. Abdelhadi and Z. Han},
title = {{Mixture GAN for Modulation Classification Resiliency Against Adversarial Attacks}},
year = {2022},
booktitle = {in Proc. IEEE GLOBECOM},
pages = {1472--1477}
}
[C2]2021
Outage-Constrained Robust and Secure Design for Downlink Rate-Splitting UAV Networks
H. Bastami, M. Moradikia, M. Letafati, A. Abdelhadi, H. Behroozi
@inproceedings{Moradikia2021C2,
author = {H. Bastami and M. Moradikia and M. Letafati and A. Abdelhadi and H. Behroozi},
title = {{Outage-Constrained Robust and Secure Design for Downlink Rate-Splitting UAV Networks}},
year = {2021},
booktitle = {in Proc. IEEE ICC Workshops},
pages = {1--7}
}
[C1]2018
SAR Image Formation and Feature Separation via Low-Rank Sparse Decomposition
M. Moradikia, S. Samadi
in Proc. Iranian Conference on Electrical Engineering (ICEE), pp. 737–742, 2018.
@inproceedings{Moradikia2018C1,
author = {M. Moradikia and S. Samadi},
title = {{SAR Image Formation and Feature Separation via Low-Rank Sparse Decomposition}},
year = {2018},
booktitle = {in Proc. Iranian Conference on Electrical Engineering (ICEE)},
pages = {737--742}
}
Abstracts & posters 3
[A3]2023
Machine Learning-Based Ground Penetrating Radar Inversion and Mapping of Crop-Scale Soil Moisture
B. Heusdens, S. Chatterjee, S. A. R. Zekavat, R. Askari, M. Moradikia
AGU Fall Meeting, San Francisco, CA, 2023. Poster.
@misc{Moradikia2023A3,
author = {B. Heusdens and S. Chatterjee and S. A. R. Zekavat and R. Askari and M. Moradikia},
title = {{Machine Learning-Based Ground Penetrating Radar Inversion and Mapping of Crop-Scale Soil Moisture}},
year = {2023},
howpublished = {AGU Fall Meeting, San Francisco, CA, 2023. Poster.},
note = {Conference abstract / poster}
}
[A2]2023
GPR System Design for Intelligent Root-Zone Soil Moisture Characterization and Optimal Farm Irrigation
S. Zekavat, M. Moradikia
78th Soil and Water Conservation Society International Annual Conference, Des Moines, IA, 2023. Poster.
@misc{Moradikia2023A2,
author = {S. Zekavat and M. Moradikia},
title = {{GPR System Design for Intelligent Root-Zone Soil Moisture Characterization and Optimal Farm Irrigation}},
year = {2023},
howpublished = {78th Soil and Water Conservation Society International Annual Conference, Des Moines, IA, 2023. Poster.},
note = {Conference abstract / poster}
}
[A1]2023
Enhanced Soil Moisture Estimation via Intelligent Full Waveform Inversion of GPR Data
S. Zekavat, M. Moradikia, R. Askari
78th Soil and Water Conservation Society International Annual Conference, Des Moines, IA, 2023. Poster.
@misc{Moradikia2023A1,
author = {S. Zekavat and M. Moradikia and R. Askari},
title = {{Enhanced Soil Moisture Estimation via Intelligent Full Waveform Inversion of GPR Data}},
year = {2023},
howpublished = {78th Soil and Water Conservation Society International Annual Conference, Des Moines, IA, 2023. Poster.},
note = {Conference abstract / poster}
}