Projects per year
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Collaborations and top research areas from the last five years
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Horizon Europe I3LUNG: Integrative science, Intelligent data platform for Individualized LUNG cancer care with Immunotherapy
Kosta, S., Sørensen, L. T., Shen, M. & Zanitti, M.
01/04/2022 → 31/03/2027
Project: Research
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DeepBone: Deep Learning Based Detection of Surgical Site Infections in Orthopaedic Patients
Shen, M., Kold, S. V. & Rahbek, O.
01/01/2021 → 31/12/2022
Project: Research
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Intelligent Non-Line-of-Sight Detection and Navigation Error Mitigation Technique for Autonomous Robots
01/01/2021 → 31/12/2021
Project: Research
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Deep Learning Based Communication for Power-Efficient Satellite Systems
Shen, M. & De Carvalho, E.
15/09/2020 → 14/09/2023
Project: Research
Research output
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A Cross-Mode Digital Pre-Distortion Technique for Linearization of RF Power Amplifiers
Li, Y., Huang, Y., Nielsen, M. H., Jalili, F., Wei, W. & Shen, M., 2023, (Submitted) In: IEEE Transactions on Circuits and Systems II: Express Briefs. 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Adapting to Nonlinear Transmitters with Hybrid Model Training for Neural Receivers
Nielsen, M. H., De Carvalho, E. & Shen, M., 23 Aug 2023, (Accepted/In press) In: IEEE Transactions on Cognitive Communications and Networking.Research output: Contribution to journal › Journal article › Research › peer-review
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Adversarial attacks and active defense on deep learning based identification of GaN power amplifiers under physical perturbation
Xu, Y., Xu, G., An, Z., Nielsen, M. H. & Shen, M., Feb 2023, In: AEÜ - International Journal of Electronics and Communications. 159, 154478.Research output: Contribution to journal › Journal article › Research › peer-review
2 Citations (Scopus) -
A High-Quality Data Acquisition Method for Machine Learning Based Design and Analysis of Electromagnetic Structures
Zhou, Z., Wei, Z., Tahir, A., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2023, (Accepted/In press) In: IEEE Transactions on Microwave Theory and Techniques. p. 1-12 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile82 Downloads (Pure) -
AI-Driven Signal Recognition in B5G FBMC-OQAM Industrial Cognitive Radio Networks via Transform Channel Convolution Strategy
An, Z., Xu, Y., Pedersen, G. F. & Shen, M., 20 Mar 2023, In: Computers, Materials & Continua. 1, 1 (Published), p. 1-15 15 p.Research output: Contribution to journal › Journal article › Research › peer-review