BriefGPT.xyz
Jul, 2023
利用浅层循环解码网络对任意移动传感器轨迹进行完全状态重建
Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction
HTML
PDF
Megan R. Ebers, Jan P. Williams, Katherine M. Steele, J. Nathan Kutz
TL;DR
利用深度学习架构,通过将动态轨迹信息映射到完整的状态空间估计,演示了基于传感器轨迹的移动传感器的网络模型在感知任务中的出色性能。
Abstract
sensing
is one of the most fundamental tasks for the monitoring, forecasting and control of complex,
spatio-temporal systems
. In many applications, a limited number of sensors are mobile and move with the dynamic
→