Research output per year
Research output per year
Research output
- 1 - 50 out of 61 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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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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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 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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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 AccessFile37 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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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) -
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
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2021
A Cross-Mode Universal Digital Pre-Distortion Technology for Low-Sidelobe Active Antenna Arrays in 5G and Satellite Communications
Li, Y., Huang, Y., Nielsen, M. H., Jalili, F., Wei, W., Ren, J., Yin, Y., Shen, M. & Pedersen, G. F., 22 Aug 2021, In: Electronics. 10, 16, 19 p., 2031.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)17 Downloads (Pure) -
A Digital Signal Recovery Technique Using DNNs for LEO Satellite Communication Systems
Zhang, Y., Wang, Z., Huang, Y., Wei, W., Pedersen, G. F. & Shen, M., 2021, In: IEEE Transactions on Industrial Electronics. 68, 7, p. 6141-6151 11 p., 9097410.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile12 Citations (Scopus)256 Downloads (Pure) -
Pattern-Reconfigurable Yagi-Uda Antenna Based on Liquid Metal
Hao, J., Ren, J., Du, X., Mikkelsen, J. H., Shen, M. & Yin, Y. Z., Apr 2021, In: I E E E Antennas and Wireless Propagation Letters. 20, 4, p. 587 - 591 5 p., 9351606.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile37 Citations (Scopus)59 Downloads (Pure) -
Robust Digital Signal Recovery for LEO Satellite Communications Subject to High SNR Variation and Transmitter Memory Effects
Chen, Q., Zhang, Y., Jalili, F., Wang, Z., Huang, Y., Wang, Y., Pedersen, G. F., Shen, M. & Liu, Y., Oct 2021, In: IEEE Access. 9, p. 135803-135815 13 p., 9559713.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Citations (Scopus)44 Downloads (Pure) -
Robust Digital Signal Recovery for LEO Satellite Communications Subject to High SNR Variation and Transmitter Memory Effects
Chen, Q., Zhang, Y., Jalili, F., Wang, Z., Huang, Y., Pedersen, G. F., Wang, Y. & Shen, M., Oct 2021, In: IEEE Access. 9, p. 135803 135815 p., 9559713.Research output: Contribution to journal › Journal article › Research › peer-review
Open Access -
2020
Deep Neural Network-based Receiver for Next-generation LEO Satellite Communications
Zhang, Y., Wang, Z., Huang, Y., Ren, J., Yin, Y., Liu, Y., Pedersen, G. F. & Shen, M., 7 Dec 2020, In: IEEE Access. 8, 9293130.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Citations (Scopus)53 Downloads (Pure) -
Fast Acquisition Scheme of the Spread Spectrum Signals for Satellite Communications
Rao, H., Liang, X., Shen, M. & An, J-S., 13 May 2020, In: Journal of Communications Technology and Electronics. 65, 4, p. 449–456 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Linearization Trade-Offs in a 5G mmWave Active Phased Array OTA Setup
Jalili, F., Tafuri, F. F., Jensen, O. K., Li, Y., Shen, M. & Pedersen, G. F., 18 Jun 2020, In: IEEE Access. 8, p. 110669-110677 9 p., 9116970.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile20 Citations (Scopus)203 Downloads (Pure) -
2018
Doppler-robust high-spectrum-efficiency VCM-OFDM scheme for low Earth orbit satellites broadband data transmission
Li, J., Xiong, W., Sun, G., Wang, Z., Huang, Y. & Shen, M., 2018, In: IET Communications. 12, 1, p. 35-43 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
9 Citations (Scopus) -
2017
Small-Size Tapered Slot Antenna (TSA) Design for use in 5G Phased Array Applications
Ojaroudiparchin, N., Shen, M. & Pedersen, G. F., 2017, In: Applied Computational Electromagnetics Society journal. 32, 3, p. 193-202 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile28 Citations (Scopus)320 Downloads (Pure)