Towards Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-aided Beamforming

no code implementations • 6 Sep 2022 • Yongjun Ahn, jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim

Beamforming technique realized by the multiple-input-multiple-output (MIMO) antenna arrays has been widely used to compensate for the severe path loss in the millimeter wave (mmWave) bands.

Management Quantization

Towards Deep Learning-aided Wireless Channel Estimation and Channel State Information Feedback for 6G

no code implementations • 5 Sep 2022 • Wonjun Kim, Yongjun Ahn, jinhong Kim, Byonghyo Shim

Deep learning (DL), a branch of artificial intelligence (AI) techniques, has shown great promise in various disciplines such as image classification and segmentation, speech recognition, language translation, among others.

Image Classification Model Selection +2

AdS/Deep-Learning made easy: simple examples

no code implementations • 27 Nov 2020 • Mugeon Song, Maverick S. H. Oh, Yongjun Ahn, Keun-Young Kim

Deep learning has been widely and actively used in various research areas.