Browsing Electrical Engineering by Subject "Hardware implementations"

Now showing items 1-4 of 4

    • 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; ... more 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 ...

    • Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC 

      Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine ( 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 ...

    • Heterogeneous Implementation of ECG Encryption and Identification on the Zynq SoC 

      Ali, Amine Ait Si; Zhai, Xiaojun; Amira, Abbes; Bensaali, Faycal; Ramzan, Naeem ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)
      This paper presents an innovative and safe connected health solution for human identification. The system consists of the encryption and decryption of ECG signals using the advanced encryption standard (AES) as well as the ...

    • PCA IP-core for gas applications on the heterogenous zynq platform 

      Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine (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 ...