Journal Papers

@article{alam2026rfinet,
  author  = {A. M. Alam and M. Kurum and A. C. Gurbuz},
  title   = {RFI-Net: Enhancing Passive Sensing through Deep Learning Based Time-Frequency Domain Radio Frequency Interference Detection and Mitigation},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  year    = {2026},
  url     = {https://ieeexplore.ieee.org/document/11598835}
}

@article{rafi2026investigation,
  author  = {M. A. S. Rafi and V. Senyurek and A. Adeli and H. Yanbo and J. E. Ball and A. C. Gurbuz},
  title   = {Investigation of Machine Learning based Techniques for Crop Yield Estimation of Corn and Cotton Using Multi-sensor Data Fusion},
  journal = {Journal of Agriculture and Food Research, 102676},
  year    = {2026},
  url     = {https://www.sciencedirect.com/science/article/pii/S2666154326000463}
}

@article{ghosh2026deep,
  author  = {A. Ghosh and M. E. Hoque and M. M. Farhad and A. C. Gurbuz and A. Peduzzi and M. Kurum},
  title   = {Deep Learning Framework for High-Resolution Large-Scale Vegetation Optical Depth Mapping Using Airborne LiDAR and Mobile GNSS-T Data},
  journal = {IEEE JSTARS, vol. 19, pp. 12087-12100},
  year    = {2026},
  url     = {https://doi.org/10.1109/JSTARS.2026.3675561}
}

@article{al2026collection,
  author  = {M. S. Hossen et al.},
  title   = {Collection: UAV-Based Wireless Multi-modal Measurements from AERPAW Autonomous Data Mule (AADM) Challenge in Digital Twin and Real-World Environments},
  journal = {IEEE Data Descriptions},
  year    = {2026},
  url     = {https://doi.org/10.1109/IEEEDATA.2026.3685296}
}

@article{manjur2025deep,
  author  = {S. M. Manjur and V. Senyurek and A. Skarke and A. C. Gurbuz},
  title   = {Deep Learning-Based Sequential Processing of Multibeam Echosounder Images for Automated Detection of Seafloor Gas Seep Occurrence},
  journal = {IEEE JSTARS, vol. 18, pp. 25549-25561},
  year    = {2025}
}

@article{farhad2025integrating,
  author  = {M. M. Farhad and V. Senyurek and M. A. S. Rafi and S. B. Baray and C. McCraine and L. A. Hathcock and A. Adeli and H. Yanbo and A. C. Gurbuz and M. Kurum},
  title   = {Integrating UAS-Based GNSS-R, LiDAR, and Multispectral Data for Soil Moisture Estimation: Summary of Results From a Three-Year-Long Field Campaign},
  journal = {IEEE JSTARS, vol. 18, pp. 16896-16915},
  year    = {2025},
  url     = {https://ieeexplore.ieee.org/document/11037323}
}

@article{ayna2025dreamcfa,
  author  = {C. O. Ayna and B. K. Gunturk and A. C. Gurbuz},
  title   = {DREAM-CFA: Joint Learning of Binary Color Filter Array and Demosaicing},
  journal = {Journal of Electronic Imaging, 34(2), 023063},
  year    = {2025},
  url     = {https://doi.org/10.1117/1.JEI.34.2.023063}
}

@article{hodges2025a,
  author  = {E. Hodges and C. Chew and E. E. Small and D. Bai and M. Al-Khaldi and J. D. Ouellette and J. T. Johnson et al.},
  title   = {A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  year    = {2025}
}

@article{manjur2025automated,
  author  = {S. M. Manjur and V. Senyurek and R. Kalski and S. Gupta and A. Skarke and A. C. Gurbuz},
  title   = {Automated Detection of Seafloor Gas Seeps in Multibeam Echosounder Data With an Attention-Guided Convolutional Neural Network},
  journal = {IEEE JSTARS, vol. 18, pp. 5633-5645},
  year    = {2025},
  url     = {https://ieeexplore.ieee.org/abstract/document/10856333}
}

@article{alam2024a,
  author  = {A. M. Alam and M. M. Farhad and W. Al-Qwider and A. Owfi and M. Koosha and N. Maston and F. Afghah and V. Marojevic and M. Kurum and A. C. Gurbuz},
  title   = {A Physical Testbed and Open Dataset for Passive Sensing and Wireless Communication Spectrum Coexistence},
  journal = {IEEE Access, vol. 12, pp. 131522-131540},
  year    = {2024}
}

@article{king2024beam,
  author  = {G. D. King and M. A. Towfiq and A. C. Gurbuz and B. A. Cetiner},
  title   = {Beam Coefficient Prediction for Antenna Arrays Using Physics-Aware Convolutional Neural Networks},
  journal = {IEEE Access, vol. 12, pp. 176908-176919},
  year    = {2024},
  url     = {https://ieeexplore.ieee.org/abstract/document/10744002}
}

@article{gurbuz2024plfnets,
  author  = {S. Biswas and A. C. Gurbuz},
  title   = {PLFNets: Interpretable Complex-Valued Parameterized Learnable Filters for Computationally Efficient RF Classification},
  journal = {IEEE Transactions on Radar Systems, vol. 2, pp. 1102-1111},
  year    = {2024}
}

@article{nabi2024best,
  author  = {M. M. Nabi and V. Senyurek and M. Kurum and A. C. Gurbuz},
  title   = {Best Linear Unbiased Estimators for Fusion of Multiple CYGNSS Soil Moisture Products},
  journal = {IEEE JSTARS},
  year    = {2024},
  url     = {https://ieeexplore.ieee.org/abstract/document/10637276}
}

@article{farhad2024sdrbased,
  author  = {M. M. Farhad and S. Biswas and A. M. Alam and M. A. S. Rafi and A. C. Gurbuz and M. Kurum},
  title   = {SDR-Based Dual Polarized L-Band Microwave Radiometer Operating From Small UAS Platforms},
  journal = {IEEE JSTARS, vol. 17, pp. 9389-9402},
  year    = {2024},
  url     = {https://ieeexplore.ieee.org/abstract/document/10508892}
}

@article{biswas2024hrspecnet,
  author  = {S. Biswas and A. M. Alam and A. C. Gurbuz},
  title   = {HRSpecNET: A Deep Learning-Based High-Resolution Radar Micro-Doppler Signature Reconstruction for Improved HAR Classification},
  journal = {IEEE Transactions on Radar Systems, vol. 2, pp. 484-497},
  year    = {2024},
  url     = {https://ieeexplore.ieee.org/abstract/document/10517750}
}

@article{alam2024microwave,
  author  = {A. M. Alam and M. Kurum and M. Ogut and A. C. Gurbuz},
  title   = {Microwave Radiometer Calibration Using Deep Learning With Reduced Reference Information and 2-D Spectral Features},
  journal = {IEEE JSTARS, vol. 17, pp. 748-765},
  year    = {2024},
  url     = {https://ieeexplore.ieee.org/abstract/document/10318952}
}

@article{alaba2024emerging,
  author  = {S. Y. Alaba and A. C. Gurbuz and J. E. Ball},
  title   = {Emerging Trends in Autonomous Vehicle Perception: Multimodal Fusion for 3D Object Detection},
  journal = {World Electric Vehicle Journal, 15(1), 20},
  year    = {2024},
  url     = {https://www.mdpi.com/2032-6653/15/1/20}
}

@article{ayna2023learningbased,
  author  = {C. O. Ayna and R. Mdrafi and Q. Du and A. C. Gurbuz},
  title   = {Learning-Based Optimization of Hyperspectral Band Selection for Classification},
  journal = {Remote Sensing, 15(18), 4460},
  year    = {2023},
  url     = {https://www.mdpi.com/2072-4292/15/18/4460}
}

@article{biswas2023cvsincnet,
  author  = {S. Biswas and C. O. Ayna and S. Z. Gurbuz and A. C. Gurbuz},
  title   = {CV-SincNet: Learning Complex Sinc Filters From Raw Radar Data for Computationally Efficient Human Motion Recognition},
  journal = {IEEE Transactions on Radar Systems, vol. 1, pp. 493-504},
  year    = {2023},
  url     = {https://ieeexplore.ieee.org/document/10236478}
}

@article{farhad2023a,
  author  = {M. M. Farhad and M. Kurum and A. C. Gurbuz},
  title   = {A Ubiquitous GNSS-R Methodology to Estimate Surface Reflectivity Using Spinning Smartphone Onboard a Small UAS},
  journal = {IEEE JSTARS, vol. 16, pp. 6568-6578},
  year    = {2023},
  url     = {https://ieeexplore.ieee.org/document/9883803}
}

@article{nabi2023quasiglobal,
  author  = {M. M. Nabi and V. Senyurek and F. Lei and M. Kurum and A. C. Gurbuz},
  title   = {Quasi-Global Assessment of Deep Learning-Based CYGNSS Soil Moisture Retrieval},
  journal = {IEEE JSTARS, vol. 16, pp. 5629-5644},
  year    = {2023},
  url     = {https://ieeexplore.ieee.org/document/10157977}
}

@article{kurtoglu2023boosting,
  author  = {E. Kurtoglu and S. Biswas and A. C. Gurbuz and S. Z. Gurbuz},
  title   = {Boosting Multi-Target Recognition Performance With Multi-Input Multi-Output Radar-Based Angular Subspace Projection and Multi-View Deep Neural Network},
  journal = {IET Radar, Sonar & Navigation, 17(7), pp. 1115-1128},
  year    = {2023},
  url     = {https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/rsn2.12405}
}

@article{davarzani2023closing,
  author  = {S. Davarzani and D. Saucier and P. Talegaonkar and incl. A. C. Gurbuz},
  title   = {Closing the Wearable Gap: Foot-Ankle Kinematic Modeling via Deep Learning Models Based on a Smart Sock Wearable},
  journal = {Wearable Technologies, 4, E4},
  year    = {2023},
  url     = {https://doi.org/10.1017/wtc.2023.3}
}

@article{alam2022radio,
  author  = {A. M. Alam and M. Kurum and A. C. Gurbuz},
  title   = {Radio Frequency Interference Detection for SMAP Radiometer Using Convolutional Neural Networks},
  journal = {IEEE JSTARS, vol. 15, pp. 10099-10112},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9954900}
}

@article{nabi2022deep,
  author  = {M. M. Nabi and V. Senyurek and A. C. Gurbuz and M. Kurum},
  title   = {Deep Learning-Based Soil Moisture Retrieval in CONUS Using CYGNSS Delay-Doppler Maps},
  journal = {IEEE JSTARS, vol. 15, pp. 6867-6881},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9851513}
}

@article{senyurek2022fusion,
  author  = {V. Senyurek and M. M. Farhad and A. C. Gurbuz and M. Kurum and A. Adeli},
  title   = {Fusion of Reflected GPS Signals With Multispectral Imagery to Estimate Soil Moisture at Subfield Scale From Small UAS Platforms},
  journal = {IEEE JSTARS, vol. 15, pp. 6843-6855},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9854053}
}

@article{lei2022a,
  author  = {F. Lei and V. Senyurek and M. Kurum and A. C. Gurbuz and D. R. Boyd and R. Moorhead and W. T. Crow and O. Eroglu},
  title   = {A Quasi-Global Machine Learning-Based Soil Moisture at High Spatio-Temporal Scales Using CYGNSS and SMAP Observations},
  journal = {Remote Sensing of Environment, vol. 276, 113041},
  year    = {2022},
  url     = {https://www.sciencedirect.com/science/article/pii/S0034425722001559}
}

@article{kurtoglu2022asl,
  author  = {E. Kurtoglu and A. C. Gurbuz and E. A. Malaia and D. Griffin and C. Crawford and S. Z. Gurbuz},
  title   = {ASL Trigger Recognition in Mixed Activity/Signing Sequences for RF Sensor-Based User Interfaces},
  journal = {IEEE Transactions on Human-Machine Systems, 52(4), pp. 699-712},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9660776}
}

@article{rahman2022effect,
  author  = {M. M. Rahman and E. A. Malaia and A. C. Gurbuz and D. J. Griffin and C. Crawford and S. Z. Gurbuz},
  title   = {Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition With RF Sensors},
  journal = {IEEE Transactions on Aerospace and Electronic Systems, 58(4), pp. 2732-2745},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9669011}
}

@article{gurbuz2022multifrequency,
  author  = {S. Z. Gurbuz and M. M. Rahman and E. Kurtoglu and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford},
  title   = {Multi-Frequency RF Sensor Fusion for Word-Level Fluent ASL Recognition},
  journal = {IEEE Sensors Journal, 22(12), pp. 11373-11381},
  year    = {2022},
  url     = {https://ieeexplore.ieee.org/document/9425571}
}

@article{malaia2022complexity,
  author  = {E. A. Malaia and J. D. Borneman and E. Kurtoglu and S. Z. Gurbuz and D. Griffin and C. Crawford and A. C. Gurbuz},
  title   = {Complexity in Sign Languages: Linguistic and Dimensional Analysis of Information Transfer in Dynamic Visual Communication},
  journal = {Linguistic Vanguard},
  year    = {2022},
  url     = {https://doi.org/10.1515/lingvan-2021-0005}
}

@article{senyurek2021assessment,
  author  = {V. Senyurek and A. C. Gurbuz and M. Kurum},
  title   = {Assessment of Interpolation Errors of CYGNSS Soil Moisture Estimations},
  journal = {IEEE JSTARS, vol. 14, pp. 9815-9825},
  year    = {2021},
  url     = {https://ieeexplore.ieee.org/document/9541067}
}

@article{rogers2021robust,
  author  = {J. Rogers and J. E. Ball and A. C. Gurbuz},
  title   = {Robust Estimation of the Number of Coherent Radar Signal Sources Using Deep Learning},
  journal = {IET Radar, Sonar & Navigation, 15(5), pp. 431-440},
  year    = {2021},
  url     = {https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/rsn2.12047}
}

@article{gurbuz2021american,
  author  = {S. Z. Gurbuz and A. C. Gurbuz and E. A. Malaia and D. J. Griffin and C. Crawford and M. M. Rahman and E. Kurtoglu and R. Aksu and T. Macks and R. Mdrafi},
  title   = {American Sign Language Recognition Using RF Sensing},
  journal = {IEEE Sensors Journal, 21(3), pp. 3763-3775},
  year    = {2021},
  url     = {https://ieeexplore.ieee.org/document/9187644}
}

@article{kurum2021integration,
  author  = {M. Kurum and M. M. Farhad and A. C. Gurbuz},
  title   = {Integration of Smartphones Into Small Unmanned Aircraft Systems to Sense Water in Soil by Using Reflected GPS Signals},
  journal = {IEEE JSTARS, vol. 14, pp. 1048-1059},
  year    = {2021},
  url     = {https://ieeexplore.ieee.org/document/9272854}
}

@article{mdrafi2020attentionbased,
  author  = {R. Mdrafi and Q. Du and A. C. Gurbuz and B. Tang and L. Ma and N. H. Younan},
  title   = {Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification},
  journal = {IEEE JSTARS, vol. 13, pp. 6424-6433},
  year    = {2020},
  url     = {https://ieeexplore.ieee.org/document/9247118}
}

@article{senyurek2020evaluations,
  author  = {V. Senyurek and F. Lei and D. Boyd and A. C. Gurbuz and M. Kurum and R. Moorhead},
  title   = {Evaluations of a Machine Learning-Based CYGNSS Soil Moisture Estimates Against SMAP Observations},
  journal = {Remote Sensing, 12(21), 3503},
  year    = {2020},
  url     = {https://www.mdpi.com/2072-4292/12/21/3503}
}

@article{boyd2020scobi,
  author  = {D. Boyd and M. Kurum and O. Eroglu and A. C. Gurbuz and J. L. Garrison and B. R. Nold and M. A. Vega and J. R. Piepmeier and R. Bindlish},
  title   = {SCoBi Multilayer: A Signals of Opportunity Reflectometry Model for Multilayer Dielectric Reflections},
  journal = {Remote Sensing, 12(21), 3480},
  year    = {2020},
  url     = {https://www.mdpi.com/2072-4292/12/21/3480}
}

@article{boyd2020cramerrao,
  author  = {D. R. Boyd and A. C. Gurbuz and M. Kurum and J. L. Garrison and B. R. Nold and M. A. Vega and J. R. Piepmeier and R. Bindlish},
  title   = {Cramer-Rao Lower Bound for SoOp-R-Based Root-Zone Soil Moisture Remote Sensing},
  journal = {IEEE JSTARS, vol. 13, pp. 6101-6114},
  year    = {2020},
  url     = {https://ieeexplore.ieee.org/document/9216600}
}

@article{gurbuz2020cognitive,
  author  = {A. C. Gurbuz and R. Mdrafi and B. A. Cetiner},
  title   = {Cognitive Radar Target Detection and Tracking With Multifunctional Reconfigurable Antennas},
  journal = {IEEE Aerospace and Electronic Systems Magazine, 35(6), pp. 64-76},
  year    = {2020},
  url     = {https://ieeexplore.ieee.org/document/9109790}
}

@article{senyurek2020machine,
  author  = {V. Senyurek and F. Lei and D. Boyd and M. Kurum and A. C. Gurbuz and R. Moorhead},
  title   = {Machine Learning-Based CYGNSS Soil Moisture Estimates Over ISMN Sites in CONUS},
  journal = {Remote Sensing, 12(7), 1168},
  year    = {2020},
  url     = {https://www.mdpi.com/2072-4292/12/7/1168}
}

@article{gurbuz2020joint,
  author  = {R. Mdrafi and A. C. Gurbuz},
  title   = {Joint Learning of Measurement Matrix and Signal Reconstruction via Deep Learning},
  journal = {IEEE Transactions on Computational Imaging, vol. 6, pp. 818-829},
  year    = {2020},
  url     = {https://ieeexplore.ieee.org/document/9050520}
}

@article{anjinappa2020offgrid,
  author  = {C. K. Anjinappa and A. C. Gurbuz and Y. Yapici and I. Guvenc},
  title   = {Off-Grid Aware Channel and Covariance Estimation in mmWave Networks},
  journal = {IEEE Transactions on Communications, 68(6), pp. 3908-3921},
  year    = {2020},
  url     = {https://ieeexplore.ieee.org/document/9036918}
}

@article{cetiner2020crlb,
  author  = {A. C. Gurbuz and B. A. Cetiner},
  title   = {CRLB Based Mode Selection and Enhanced DOA Estimation for Multifunctional Reconfigurable Arrays},
  journal = {Physical Communication, vol. 38, 100894},
  year    = {2020},
  url     = {https://www.sciencedirect.com/science/article/abs/pii/S1874490719302496}
}

@article{ucer2019an,
  author  = {E. Ucer and M. C. Kisacikoglu and M. Yuksel and A. C. Gurbuz},
  title   = {An Internet-Inspired Proportional Fair EV Charging Control Method},
  journal = {IEEE Systems Journal, 13(4), pp. 4292-4302},
  year    = {2019},
  url     = {https://ieeexplore.ieee.org/document/8688639}
}

@article{eroglu2019high,
  author  = {O. Eroglu and M. Kurum and D. Boyd and A. C. Gurbuz},
  title   = {High Spatio-Temporal Resolution CYGNSS Soil Moisture Estimates Using Artificial Neural Networks},
  journal = {Remote Sensing, 11(19)},
  year    = {2019},
  url     = {https://www.mdpi.com/2072-4292/11/19/2272}
}