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High Level Synthesis Based E-Nose System for Gas Applications
(
Institute of Electrical and Electronics Engineers Inc.
, 2016 , Conference Paper)
This paper proposes a hardware/software co-design approach using the Zynq platform for the implementation of an electronic nose (EN) system based on principal component analysis (PCA) as a dimensionality reduction technique ...
Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC
(
Institute of Electrical and Electronics Engineers Inc.
, 2013 , Conference Paper)
One of the significant stages in a gas identification system is dimensionality reduction to speed up the processing part. This is even more important when the system is implemented on a hardware platform where the resources ...
PCA IP-core for gas applications on the heterogenous zynq platform
(2013 , Conference Paper)
Principal component analysis (PCA) is a commonly used technique for data reduction in general as well as for dimensionality reduction in gas identification systems when a sensor array is being used. This paper presents the ...