Anti-Drift in Electronic Nose via Dimensionality Reduction: A Discriminative Subspace Projection Approach
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2955712
Abstract: Sensor drift is a well-known issue in the field of sensors and measurement. It has plagued the sensor community for many years. In this paper, we propose a sensor drift correction method to deal with… read more here.
Keywords: subspace projection; approach; drift; sensor drift ... See more keywords
An Attention-Based Deep Sequential GRU Model for Sensor Drift Compensation
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DOI: 10.1109/jsen.2020.3044388
Abstract: Sensor accuracy is vital for the reliability of sensing applications. However, sensor drift is a common problem that leads to inaccurate measurement readings. Owing to aging and environmental variation, chemical gas sensors in particular are… read more here.
Keywords: gru; attention; model; drift ... See more keywords