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Custom IP cores for robust data analysis and pattern recognition algorithms used in gas applications
(
Institute of Electrical and Electronics Engineers Inc.
, 2013 , Conference Paper)
This paper presents an overview of a PhD research project, completed tasks and future work. The aim of the research is to contribute to the improvement of gas identification systems at different levels by designing and ...
Improving In-Home Appliance Identification Using Fuzzy-Neighbors-Preserving Analysis Based QR-Decomposition
(
Springer Science and Business Media Deutschland GmbH
, 2021 , Conference Paper)
This paper proposes a new appliance identification scheme by introducing a novel approach for extracting highly discriminative characteristic sets that can considerably distinguish between various appliance footprints. In ...
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 ...