A new approach to signal filtering method using K-means clustering and distance-based Kalman filtering

Human axillary odours taken by an electronic nose (e-nose) device that uses a Metal Oxide Semiconductor (MOS) sensor not only contains a gas signal from the pure source of the axillary odour but also has the potential to contain other substances such as perfume and deodorant. This situation requires...

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Bibliographic Details

Published in:	Sensing and Bio-Sensing Research
Main Authors:	M. Syauqi Hanif Ardani, Riyanarto Sarno, Malikhah Malikhah, Doni Putra Purbawa, Shoffi Izza Sabilla, Kelly Rossa Sungkono, Chastine Fatichah, Dwi Sunaryono, Rahadian Indarto Susilo
Format:	Article
Language:	English
Published:	Elsevier 2022-12-01
Subjects:	Electronic nose K-means clustering Kalman filtering Noise reduction Signal processing
Online Access:	http://www.sciencedirect.com/science/article/pii/S221418042200068X