IEEE

A CNN-Based Digital Predistortion Method for Multi-Beam Phased-Array Transmitters

Abstract: This letter presents a multi-beam digital predistorter (MB-DPD) for phased-array transmitters. MB-DPD uses a convolutional neural network (CNN) to compensate for nonlinear distortions, ...
IEEE

AFIMNet: An Adaptive Feature Interaction Network for Remote Sensing Scene Classification

Abstract: Convolutional neural network (CNN)-based methods have been widely applied in remote sensing scene classification (RSSC) and have achieved remarkable classification results. However, ...
IEEE

A Synergistic CNN-DF Method for Landslide Susceptibility Assessment

Abstract: The complex structures and intricate hyperparameters of existing deep learning (DL) models make achieving higher accuracy in landslide susceptibility assessment (LSA) time-consuming and ...
IEEE

Fault Diagnosis Method of Forging Press Based on Improved CNN

Abstract: The forging press plays a crucial and indispensable role in industries such as metallurgy, automotive, and aerospace. Its stable and efficient operation directly impacts the productivity and ...