학술논문

Nonlinear signal processing of ocean electromagnetic data
Document Type
Conference
Source
Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492) Oceans 2003 OCEANS 2003. Proceedings. 4:2017 Vol.4 2003
Subject
Geoscience
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Robotics and Control Systems
Aerospace
Signal processing
Oceans
Information systems
Electromagnetic analysis
Systems engineering and theory
Data analysis
Signal resolution
Language
Abstract
Summary form only given. We use a recently developed time-frequency analysis technique, the Hilbert-Hang Transform (HHT), to analyze ocean electromagnetic data. The HHT operation consists of applying the Hilbert transform to a multi-scale modal basis generated from an empirical time-domain signal decomposition of the data. This decomposition generates modes having different time scales and varying in amplitude and phase, to which the Hilbert transform can be applied to yield a physically meaningful instantaneous frequency. Hence, the HHT is well-suited for capturing nonlinear and nonstationary phenomena. We show, for example, how the HHT compactly represents nonlinear wave phenomena associated with ocean swell and the utility of the HHT for signal processing applications.