Browsing by Author "Hassan, Muhammad"
Now showing items 1-7 of 7
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An Empirical Study for PCA- and LDA-Based Feature Reduction for Gas Identification
Akbar, Muhammad Ali; Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Article)Increasing the number of sensors in a gas identification system generally improves its performance as this will add extra features for analysis. However, this affects the computational complexity, especially if the ... -
Computationally efficient environmental monitoring with electronic nose: A potential technology for ambient assisted living
Hassan, Muhammad; Umar, Muhammad; Bermak, Amine; Ali, Amine Ait Si; Amira, Abbes ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)Recently, ambient assisted living technologies have emerged to improve the quality of life of ageing populations. Identification of health-endangering indoor gases with a hardware-friendly solution may provide an early ... -
Design and implementation of a gas identification system on Zynq SoC platform
Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Akbar, Muhammad Ali; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( Asian Research Publishing Network , 2015 , Article)The Zynq-7000 based platforms are increasingly being used in different applications including image and signal processing. The Zynq system on chip (SoC) architecture combines a processing system based on a dual core ARM ... -
Fast Prototyping of KNN Based Gas Discrimination System on the Zynq SoC
Ali, Amine Ait Si; Akbar, Muhammad Ali; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)Electronic noses (EN) or machine olfaction are systems used for the detection and identification of odorous compounds and gas mixtures. The accuracy of such systems is as important as the processing time. Therefore, the ... -
High Level Synthesis Based E-Nose System for Gas Applications
Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( 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 ... -
Impact of feature reduction and operating temperature on gas identification
Akbar, Muhammad Ali; Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine Amor; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( Asian Research Publishing Network , 2015 , Article)Tin-oxide based gas sensor requires an operating temperature typically in the range of 200 °C to 400 °C and its performance dependents on this temperature. In this paper a deep examination has been made to analyze the best ... -
Quantification of carcinogenic odor of formaldehyde with electronic nose technologyd
Hassan, Muhammad; Umar, Muhammad; Bermak, Amine; Ali, Amine Ait Si; Amira, Abbes ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)Based on recent experimental discoveries about a link between the length of exposure to formaldehyde and cancers of the lymphatic and hematopoietic systems, we present a low-cost and compact solution for monitoring ...