• Efficient hardware implementation of the ?1-Regularized least squares for IoT edge computing 

      Baali H.; Djelouat H.; Amira A.; Bensaali F.; Zhai X. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      As the use of compressed sensing (CS) in internet of things (IoT) wearable nodes increases, the need for high performance and low power CS reconstruction algorithms for the battery powered IoT Edge Devices also increases. ...
    • Robust GNC approach for quantised compressed sensing 

      Elleuch, I.; Abdelkefi, F.; Siala, M.; Hamila, R.; Al-Dahir, N. ( Institution of Engineering and Technology , 2017 , Article)
      Practical acquisition of compressed sensing measurements involves a finite-range finite-precision quantisation step. To solve the sparse recovery problem and handle the quantisation distortion, this Letter proposes a ...