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• W2608366320 abstract "This chapter focuses on the sparse representation of the transients in mechanical signals. Sparse representation means that the signal can be represented by an optimal linear combination of atoms by a specialized over-complete dictionary, leading to the sparsity of representation coefficients. Signal sparse representation consists of two main aspects, i.e., dictionary construction and optimization solution. This chapter also presents the applications of sparse representation, mainly in mechanical fault feature detection, such as fault detection of rolling bearings, gearboxes and compound bearing faults." @default.
• W2608366320 created "2017-05-05" @default.
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• W2608366320 date "2017-01-01" @default.
• W2608366320 modified "2023-09-22" @default.
• W2608366320 title "Sparse Representation of the Transients in Mechanical Signals" @default.
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• W2608366320 doi "https://doi.org/10.1007/978-3-319-56126-4_9" @default.
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