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Research on Spectrum Feature Identification of Indoor Multimodal Communication Signal.

Authors :
Chen, Yunfei
Liu, Yang
Fan, Xintao
Source :
Advances in Mathematical Physics; 11/16/2021, p1-9, 9p
Publication Year :
2021

Abstract

In order to solve the problem of large signal acquisition error caused by radio wave multipath effect in indoor environment, firstly, the signal source carried on the motion platform is collected for spectrum signal, and the signal processed by wavelet threshold denoising algorithms extracted and stored for spectrum feature extraction. Then, after data training and identification, the signal source is input into the system in random mode for identification. The experimental results show that the improved fuzzy clustering algorithm (FCA) is 12.7% higher than the spectrum envelope extraction method (SEEM) in the recognition rate of spectrum characteristics of different modes of signal source. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16879120
Database :
Complementary Index
Journal :
Advances in Mathematical Physics
Publication Type :
Academic Journal
Accession number :
153608999
Full Text :
https://doi.org/10.1155/2021/7913666