Research output per year
Research output per year
Research output
- 1 - 50 out of 130 results
Search results
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2023
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., 1 Oct 2023, In: IEEE Transactions on Microwave Theory and Techniques. 71, 10, p. 4295-4306 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile100 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
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A Machine Learning Framework for the Design of STCDME Structures in RIS Applications
Wang, P., Wei, Z., Pedersen, G. F. & Shen, M., 28 Aug 2023, (Accepted/In press) In: I E E E Transactions on Microwave Theory and Techniques. 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Application and Challenges of Machine Learning-Assisted Antenna Design
Wei, Z., Zhou, Z. & Shen, M., May 2023, (Accepted/In press) PhotonIcs and Electromagnetics Research Symposium.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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A Study on Machine Learning Assisted Accelerated Design of Microwave Structures
Zhou, Z., Wei, Z., Ren, J., Sun, N., Kang, J., Yin, Y. & Shen, M., 2023, p. 1189-1192. 4 p.Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research › peer-review
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A Tool for Thermal Image Annotation and Automatic Temperature Extraction around Orthopedic Pin Sites
Annadatha, S., Shen, M., Rahbek, O., Kold, S. V. & Fridberg, M., 2023, (Accepted/In press) IEEE Image Processing, Applications and Systems. (Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS2022)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Automated Antenna Design via Domain Knowledge-Informed Reinforcement Learning and Imitation Learning
Wei, Z., Zhou, Z., Wang, P., Pedersen, G. F., Shen, M., Ren, J. & Yin, Y., 2023, (Accepted/In press) In: I E E E Transactions on Antennas and Propagation.Research output: Contribution to journal › Journal article › Research › peer-review
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A Wearable Multi-modal Digital Upper Limb Assessment System for Automatic Musculoskeletal Risk Evaluation
Tahir, A., Bai, S. & Shen, M., 2023, (Submitted) In: Sensors.Research output: Contribution to journal › Journal article › Research › peer-review
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Bandwidth-Scalable Digital Predistortion of Active Phased Array Using Transfer Learning Neural Network
Jalili, F., Tafuri, F. F., Jensen, O. K., Chen, Q., Shen, M. & Pedersen, G. F., 2023, In: IEEE Access. 11, p. 13877-13888 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)7 Downloads (Pure) -
Bayesian Inspired Sampling for Efficient Machine Learning Assisted Microwave Component Design
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Shen, M. & Pedersen, G. F., 2023, (Accepted/In press) In: I E E E Transactions on Microwave Theory and Techniques.Research output: Contribution to journal › Journal article › Research › peer-review
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Blockage Prediction in Directional mmWave Links Using Liquid Time Constant Network
Nielsen, M. H., Yeh, C-Y., Shen, M. & Medard, M., 5 Jun 2023, (Accepted/In press) IRMMW-THz 2023.Research output: Contribution to book/anthology/report/conference proceeding › Conference abstract in proceeding › Research › peer-review
Open AccessFile26 Downloads (Pure) -
Deep Learning-Enhanced Parameter Extraction for Equivalent Circuit Modeling in Electrochemical Impedance Spectroscopy
Hua, Q. & Shen, M., Nov 2023, 2023 IEEE Nordic Circuits and Systems Conference (NorCAS). IEEE, 10305482Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile11 Downloads (Pure) -
Deep Learning Incorporated with Root-WSF forRobust DOA Estimation in Satellite Systems
Li, Y., Huang, Y., Ren, J., Liu, Y., Shen, M. & Pedersen, G. F., 2023, (Submitted) In: I E E E Transactions on Antennas and Propagation.Research output: Contribution to journal › Journal article › Research › peer-review
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Design and Evaluation of A Novel Passive Shoulder Exoskeleton Based on VSM Torque Generator
Zhu, Y., Balser, F., Shen, M. & Bai, S., 4 Nov 2023, Advances in Mechanism and Machine Science - Proceedings of the 16th IFToMM World Congress 2023—Volume 2. Okada, M. (ed.). Japan: Springer, Vol. 148. p. 810-819 10 p. (Advances in Mechanism and Machine Science).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Design of Low-Cost Single-Layer 2-Bit Reflective Programmable Metasurface Based on Folded Ground
Li, P., Ren, J., Chen, Y., Ren, X., Xu, K-D., Yin, Y. & Shen, M., 2023, (Accepted/In press) In: I E E E Transactions on Microwave Theory and Techniques.Research output: Contribution to journal › Journal article › Research › peer-review
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Enhancing Performance of Machine Learning-Based Modeling of Electromagnetic Structures
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2023.Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research › peer-review
Open AccessFile17 Downloads (Pure) -
Fully Automated Design Method Based on Reinforcement Learning and Surrogate Modeling for Antenna Array Decoupling
Wei, Z., Zhou, Z., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., Jan 2023, In: I E E E Transactions on Antennas and Propagation. 71, 1, p. 660-671 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile10 Citations (Scopus)143 Downloads (Pure) -
Highly Nonlinear and Wide-Band mmWave Active Array OTA Linearization Using Neural Network
Jalili, F., Pedersen, G. F., Zhang, Y., Shen, M., Jensen, O. K. & Chen, Q., 2023, (Accepted/In press) In: IET Microwaves, Antennas & Propagation.Research output: Contribution to journal › Journal article › Research › peer-review
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High-Scanning-Rate and Wide-Scanning-Angle Leaky-Wave Antenna Based on Double-Layer Slow-Wave Structure
Zhang, H-H., Li, R., Ren, J., Du, X., Zhang, C., Sun, X-Y., Yin, Y. & Shen, M., 1 Sept 2023, In: I E E E Antennas and Wireless Propagation Letters. 22, 9, p. 2145-2149 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Image-Informed Deep Neural Network-Assisted Code Generator for Automatic Antenna Modeling
Wei, Z., Zhou, Z., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2023, (Submitted) In: I E E E Transactions on Antennas and Propagation.Research output: Contribution to journal › Journal article › Research › peer-review
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Lab to Multi-Scene Generalization for Non-Line-of-Sight Identification With Small-Scale Datasets
Hua, Q., Nielsen, M. H., An, Z., Ren, J., Wisniewski, R., Kold, S. V., Rahbek, O. & Shen, M., 2023, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-14 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile38 Downloads (Pure) -
Machine Learning-Assisted Equivalent Circuit Characterization for Electrical Impedance Spectroscopy Measurements of Bone Fractures
Hua, Q., Li, Y., Frost, M. W., Kold, S. V., Rahbek, O. & Shen, M., 2023, (Submitted) In: I E E E Transactions on Instrumentation and Measurement.Research output: Contribution to journal › Journal article › Research
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MetaLung: Towards a Secure Architecture for Lung Cancer Patient Care on the Metaverse
Zanitti, M., Ferens, M., Ferrarin, A., Trovò, F., Miskovic, V., Prelaj, A., Shen, M. & Kosta, S., 6 Oct 2023, Proceedings - 2023 IEEE International Conference on Metaverse Computing, Networking and Applications, MetaCom 2023. IEEE, p. 201-208 8 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Multimodality-aided Multicarrier Waveform Recognition in low SNR Regimes based on Denoised Cyclic Autocorrelation Transformation
An, Z., Xu, Y., Pedersen, G. F. & Shen, M., 1 Oct 2023, In: I E E E Transactions on Aerospace and Electronic Systems. 59, 5, p. 5859-5875 17 p., (Published).Research output: Contribution to journal › Journal article › Research › peer-review
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Nonlinearity-Tracking Digital Predistortion of Active Phased Arrays in 5G Systems
Wei, W., Nielsen, M. H., Hannesbo, M. H., Shen, M. & Pedersen, G. F., 2023, (Submitted) In: IEEE Transactions on Industrial Electronics.Research output: Contribution to journal › Journal article › Research › peer-review
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Representation Learning-Driven Fully Automated Framework for the Inverse Design of Frequency-Selective Surfaces
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 1 Jun 2023, In: I E E E Transactions on Microwave Theory and Techniques. 71, 6, p. 2409-2421 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)35 Downloads (Pure) -
Robust Payload Recognition based on Sensor-Over-Muscle-Independence Deep Learning for the Control of Exoskeletons
Tahir, A., An, Z., Bai, S. & Shen, M., 1 Sept 2023, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 70, 9, p. 3699-3703 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Transfer-Learning-Assisted Multielement Calibration for Active Phased Antenna Arrays
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., Feb 2023, In: IEEE Transactions on Antennas and Propagation. 71, 2, p. 1982-1987 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)90 Downloads (Pure) -
Two-Order Deep Learning for Generalized Synthesis of Radiation Patterns for Antenna Arrays
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 1 Oct 2023, In: IEEE Transactions on Artificial Intelligence. 4, 5, p. 1359-1368 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)71 Downloads (Pure) -
Wideband Dielectric Patch Antenna with Stable Radiation Pattern
Li, W., Ren, J., Zhang, B., Liu, Y-T., Zhang, H., Yin, Y. & Shen, M., 2023, (E-pub ahead of print) In: I E E E Antennas and Wireless Propagation Letters.Research output: Contribution to journal › Journal article › Research › peer-review
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2022
A 3D Wide Passband Frequency Selective Surface with Sharp Roll-off Sidebands and Angular Stability
Wang, P., Jiang, W., Hong, T., Li, Y., Pedersen, G. F. & Shen, M., 1 Feb 2022, In: I E E E Antennas and Wireless Propagation Letters. 21, 2, p. 252-256 5 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)53 Downloads (Pure) -
A Two-stage Deep Learning Receiver for High Throughput Power Efficient LEO Satellite System with Varied Operation Status
Nielsen, M. H., De Carvalho, E. & Shen, M., 3 Jun 2022, In: IEEE Access. 10, p. 60904-60913 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile24 Downloads (Pure) -
Data Augmentation for Breakdown Prediction in CLIC RF Cavities
Bovbjerg, H., Apollonio, A., Cartier-Michaud, T., Millar, W., Obermair, C., Shen, M., Tan, Z-H. & Wollmann, D., 2022, In: JACoW. IPAC2022, p. 1553-1556 4 p.Research output: Contribution to journal › Conference article in Journal › Research
Open Access -
Design and In-Vivo Test of Battery-Free Implantable Temperature Sensor Based on Magnetic Resonant Wireless Power Transfer
Hua, Q., Rytoft, L. A., Krøyer, B. K., Rahbek, O., Kold, S. V. & Shen, M., Nov 2022, 2022 IEEE Nordic Circuits and Systems Conference (NorCAS). Nurmi, J., Wisland, D. T., Aunet, S. & Kjelgaard, K. (eds.). IEEE, p. 1-6 6 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile1 Citation (Scopus)13 Downloads (Pure) -
Digital Signal Recovery with Transmitter Nonlinear State Tracking for Satellite Communications
Chen, Q., Li, Y., Jalili, F., Wang, Z., Jensen, O. K., Pedersen, G. F. & Shen, M., 1 Dec 2022, In: I E E E Transactions on Circuits and Systems. Part 2: Express Briefs. 69, 12, p. 4774-4778 5 p., 9792424.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile19 Downloads (Pure) -
Equivalent Circuit Theory Assisted Deep Learning for Accelerated Generative Design of Metasurfaces
Wei, Z., Zhou, Z., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 1 Jul 2022, In: IEEE Transactions on Antennas and Propagation. 70, 7, p. 5120-5129 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile8 Citations (Scopus)200 Downloads (Pure) -
Highly non-linear and wide-band mmWave active array OTA linearisation using neural network
Jalili, F., Zhang, Y., Hintsala, M., Jensen, O. K., Chen, Q., Shen, M. & Pedersen, G. F., Jan 2022, In: IET Microwaves, Antennas and Propagation. 16, 1, p. 62-77 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)29 Downloads (Pure) -
Hybrid Digital Pre-distortion for Active Phased Arrays Subject to Varied Power and Steering Angle
Li, Y., Huang, Y., Chen, Q., Jalili, F., Olesen, K. B., Gjedsted Brask, J., Føns Dyring, L., Pedersen, G. F. & Shen, M., 1 Oct 2022, In: I E E E Microwave and Wireless Components Letters. 32, 10, p. 1243-1246 4 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile19 Downloads (Pure) -
Joint Satellite-Transmitter and Ground-Receiver Digital Pre-Distortion for Active Phased Arrays in LEO Satellite Communications
Chen, Q., Wang, Z., Pedersen, G. F. & Shen, M., Sept 2022, In: Remote Sensing. 14, 17, 4319.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)32 Downloads (Pure) -
Preparing Infection Detection Technology for Hospital at Home after Lower Limb External Fixation
Annadatha, S., Hua, Q., Fridberg, M., Jensen, T., Liu, J., Kold, S. V., Rahbek, O. & Shen, M., 6 Jul 2022, In: Digital Health. 8, p. 1-20Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)38 Downloads (Pure) -
Recurrent NEAT Assisted 2D-DOA Estimation with Reduced Complexity for Satellite Communication Systems
Li, Y., Huang, Y., Pedersen, G. F. & Shen, M., 2022, In: IEEE Access. 10, p. 11551-11563 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)13 Downloads (Pure) -
Robust and Efficient Fault Diagnosis of mm-Wave Active Phased Arrays using Baseband Signal
Nielsen, M. H., Zhang, Y., Xue, C., Ren, J., Yin, Y., Shen, M. & Pedersen, G. F., Jul 2022, In: IEEE Transactions on Antennas and Propagation. 70, 7, p. 5044-5053 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Citations (Scopus)34 Downloads (Pure) -
Robust DOA Estimation in Satellite Systems in Presence of Coherent Signals Subject to Low SNR
Li, Y., Huang, Y., Ren, J., Liu, Y., Pedersen, G. F. & Shen, M., 2022, In: IEEE Access. 10, p. 109983-109993 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)9 Downloads (Pure) -
Series-Constellation Feature Based Blind Modulation Recognition for Beyond 5G MIMO-OFDM Systems With Channel Fading
An, Z., Zhang, T., Shen, M., Carvalho, E. D., Ma, B., Yi, C. & Song, T., 1 Jun 2022, In: IEEE Transactions on Cognitive Communications and Networking. 8, 2, p. 793-811 19 p.Research output: Contribution to journal › Journal article › Research › peer-review
11 Citations (Scopus) -
Single-layer dipole antenna with large angle beam deflection and frequency scanning capability
Liu, J., Ren, J., Qin, X., Zhang, H., Tong, K., Cao, Y., Chen, Z., Yin, Y. & Shen, M., Dec 2022, In: International Journal of RF and Microwave Computer-Aided Engineering. 32, 12, e23445.Research output: Contribution to journal › Journal article › Research › peer-review
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Software-defined DDoS Detection with Information Entropy Analysis and Optimized Deep Learning
Liu, Y., Zhi, T., Shen, M., Wang, L., Li, Y. & Wan, M., Apr 2022, In: Future Generation Computer Systems. 129, p. 99-114 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
27 Citations (Scopus) -
面向射频指纹识别的高效IQ卷积网络结构
Translated title of the contribution :High-efficiency IQ convolutional network structure for radio frequency fingerprint identification Research output: Contribution to journal › Journal article › Research › peer-review