Ontology highlight
ABSTRACT:
SUBMITTER: Zhang Z
PROVIDER: S-EPMC10465572 | biostudies-literature | 2023 Aug
REPOSITORIES: biostudies-literature
Zhang Zheng Z Guo Dongyue D Zhou Shizhong S Zhang Jianwei J Lin Yi Y
Nature communications 20230829 1
Accurate flight trajectory prediction is a crucial and challenging task in air traffic control, especially for maneuver operations. Modern data-driven methods are typically formulated as a time series forecasting task and fail to retain high accuracy. Meantime, as the primary modeling method for time series forecasting, frequency-domain analysis is underutilized in the flight trajectory prediction task. In this work, an innovative wavelet transform-based framework is proposed to perform time-fre ...[more]