An Effective Source Number Enumeration Approach Based on SEMD

An Effective Source Number Enumeration Approach Based on SEMD

In signal processing, empirical mode decomposition (EMD) first decomposes the received single-channel signal into several intrinsic mode functions (IMFs) and a residual, and then uses machine learning methods for source number enumeration. EMD, however, has an end effect that can undermine the accur...

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Bibliographic Details
Main Authors: Shengguo Ge, Siti Nurulain Binti Mohd Rum, Hamidah Ibrahim, Erzam Marsilah, Thinagaran Perumal
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Empirical mode decomposition (EMD)
source number enumeration
end effect
supplementary empirical mode decomposition (SEMD)
BP neural network
Online Access:https://ieeexplore.ieee.org/document/9881492/

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