712 citations · 2.4k across the 67 of their papers we have counts for
5 papers · 1 filter
Towards Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-aided Beamforming
Yongjun Ahn, Jinhong Kim, Seungnyun Kim +4
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 (mmWav…
Towards Deep Learning-aided Wireless Channel Estimation and Channel State Information Feedback for 6G
Wonjun Kim, Yongjun Ahn, Jinhong Kim +1
Deep learning (DL), a branch of artificial intelligence (AI) techniques, has shown great promise in various disciplines such as image classification and segmentation, speech recogn…
Massive Data Generation for Deep Learning-aided Wireless Systems Using Meta Learning and Generative Adversarial Network
Jinhong Kim, Yongjun Ahn, Byonghyo Shim
As an entirely-new paradigm to design the communication systems, deep learning (DL), an approach that the machine learns the desired wireless function, has received much attention…
Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Recently, reconfigurable intelligent surface (RIS), a planar metasurface consisting of a large number of low-cost reflecting elements, has received much attention due to its abilit…
On-Time Communications Over Fading Channels
Yan Li, Yunquan Dong, Byonghyo Shim
We consider the on-time transmissions of a sequence of packets over a fading channel.Different from traditional in-time communications, we investigate how many packets can be recei…