Compressed sensing reconstruction for axial piston pump bearing vibration signals based on adaptive sparse dictionary model

Aiming at the mechanical equipment in the fault diagnosis process, the traditional Shannon–Nyquist sampling theorem is used for data collection, which faces main problems of storage, transmission, and processing of mechanical vibration signals. This paper presents a novel method of compressed sensin...

Full description

Bibliographic Details
Main Authors: Xiao Chaoang, Tang Hesheng, Ren Yan
Format: Article
Language:English
Published: SAGE Publishing 2020-03-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/0020294019898725