IEEE

Deep Learning-Based PM2.5 Concentration Estimation Using Convolutional Neural Network on Environmental Image Data

Abstract: Globalization and rapid progress in technology is leading to the pollution of the environment severely affecting public health and leading to deaths. Air quality in most of the cities at ...
IEEE

Joint Channel Estimation and Data Detection for OTFS Systems: A Lightweight Deep Learning Framework With a Novel Data Augmentation Method

Abstract: Orthogonal time frequency space (OTFS) modulation is expected to address the performance degradation of orthogonal frequency division multiplexing (OFDM) modulated signals, particularly due ...