Blockage Prediction in Directional mmWave Links Using Liquid Time Constant Network

no code implementations • 8 Jun 2023 • Martin H. Nielsen, Chia-Yi Yeh, Ming Shen, Muriel Médard

We propose to use a liquid time constant (LTC) network to predict the future blockage status of a millimeter wave (mmWave) link using only the received signal power as the input to the system.

Future prediction Time Series

Robust and Efficient Fault Diagnosis of mm-Wave Active Phased Arrays using Baseband Signal

no code implementations • 7 Jun 2023 • Martin H. Nielsen, Yufeng Zhang, Changbin Xue, Jian Ren, Yingzeng Yin, Ming Shen, Gert F. Pedersen

One key communication block in 5G and 6G radios is the active phased array (APA).

Fault Detection