Real-World Evaluation of Compressed Sensing for Data Compression in Smart Grids

Authors: Varnousfaderani, Sepideh Alaei, Andani, Mansour Taheri, Yousefpour, Mohammad, Alaei, Sahar, Andani, Majid Taheri

Source: 2025 IEEE Texas Power and Energy Conference (TPEC) Power and Energy Conference (TPEC), 2025 IEEE Texas. :1-5 Feb, 2025

Relation: 2025 IEEE Texas Power and Energy Conference (TPEC)

Analysis of the Compressed Distributed Kalman Filter Over Markovian Switching Topology

Authors: Li, R., Gan, D., Xie, S., Gu, H., Lu, J.

Source: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 55(3):1372-1384 Mar, 2025

Sparse Regularization With Learnable Partition Weights for Super-Resolution Imaging of Ultrawideband Radar

Authors: Li, R., Wang, X., Li, G., Zhang, X.

Source: IEEE Transactions on Antennas and Propagation IEEE Trans. Antennas Propagat. Antennas and Propagation, IEEE Transactions on. 73(2):1149-1161 Feb, 2025

Semi-Tensor Product Compressed Sensing With Its Applications: A Review

Authors: Zhou, R., Li, R., Wu, Y., Chen, J., Hong, J., Yu, L., Liu, Q., Zhang, Y.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(3):4096-4114 Feb, 2025

Non-Uniform Pilot Pattern Design for Sparse Channel Estimation in MIMO-OFDM Systems

Authors: Zhou, Y., Gu, Z., Wang, S., Yang, Y., Fan, P.

Source: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 74(2):3039-3051 Feb, 2025

Test-Time Adaptation via Orthogonal Meta-Learning for Medical Imaging

Authors: Wang, Z., Lu, Z., Wang, T., Yang, Z., Yu, H., Chen, Y., Lu, J., Zhang, Y.

Source: IEEE Transactions on Radiation and Plasma Medical Sciences IEEE Trans. Radiat. Plasma Med. Sci. Radiation and Plasma Medical Sciences, IEEE Transactions on. 9(2):215-227 Feb, 2025

Millimeter-Wave Radar Vital Signs Measurement With Random Body Movement Using Missing Data Model

Authors: Qiao, X., Su, Y., Li, X., Shan, T.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-14 2025

SA-ISAR Imaging via Detail Enhancement Operator and Adaptive Threshold Sensing

Authors: Wang, M., Wen, Y., Wei, S., Hu, J., Yi, W., Shi, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-14 2025

A Data-Driven Motion Compensation Scheme for Compressed Sensing SAR Image Restoration

Authors: Chen, C., Yang, H., Chen, S., Xi, F., Liu, Z.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-18 2025

Dynamic Deep Unfolding Network Based on Content-Aware Shrinkage for SAR Sparse Imaging

Authors: Liao, X., Jiang, N., Zhao, W., Wang, Z., Zhu, J.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 22:1-5 2025

Sparse SAR Imaging and Doppler Rate Estimation for Azimuth Downsampled Echo Data via Complex Approximated Message Passing

Authors: Zhu, Z., Bi, H., Zhang, J., Yu, D., Hong, W., Zhang, B., Wu, Y.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-12 2025

Elevating ISAR Imaging Resolution via 2-D SLIM

Authors: Omati, M.M., Karbasi, S.M., Amini, A.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(1):940-950 Jan, 2025

Super-Resolution ISAR Imaging Using the Off-the-Grid Structured Low-Rank Method

Authors: Zhang, B., Xu, G., Xia, X., Yu, H., Xing, M., Hong, W.

Source: IEEE Transactions on Antennas and Propagation IEEE Trans. Antennas Propagat. Antennas and Propagation, IEEE Transactions on. 73(1):482-495 Jan, 2025

A Sparse 2-D Magnetic Inversion Method for Subsurface Target Classification

Authors: Mu, Y., Chen, L., Liu, X.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 22:1-5 2025

Fast and Reliable Score-Based Generative Model for Parallel MRI

Authors: Hou, R., Li, F., Zeng, T.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(1):953-966 Jan, 2025

FISTA-LPW: Super-Resolution Imaging of Low- Frequency Radar Based on Sparse Regularization with Learnable Partition Weights

Authors: Li, Rui, Wang, Xueqian, Li, Gang, Zhang, Xiao-Ping

Source: 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) Signal, Information and Data Processing (ICSIDP), 2024 IEEE International Conference on. :1-5 Nov, 2024

Relation: 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)

QSR: Q-Learning Based Algorithm of Support Recovery for Sparse Signals

Authors: Zhou, Tianzhi, Wang, Yibo, Wu, Zhangyan, Liang, Hengwei, Qi, Yuan, Qian, Rongrong

Source: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall) Vehicular Technology Conference (VTC2024-Fall), 2024 IEEE 100th. :1-7 Oct, 2024

Relation: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)

Efficient Homomorphic Encryption for Multikey Compressed Sensing in Lightweight Cloud-Based Image Processing

Authors: Qi, Y., Bi, J., Peng, H., Li, L.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 24(24):41365-41377 Dec, 2024

Hierarchically Fair and Differentially Private Federated Learning in Industrial IoT Based on Compressed Sensing With Adaptive-Thresholding Sparsification

Authors: Tan, X., Xiao, D., Huang, H., Wang, M., Li, M.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 20(12):13731-13740 Dec, 2024

Compressed ELM-Based Frame Synchronization

Authors: Qing, C., Zhao, Q., Yang, N., Huang, Y., Du, P.

Source: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 73(12):19768-19773 Dec, 2024