• Enhancing Classification Accuracy of Transhumeral Prosthesis: A Hybrid sEMG and fNIRS approach 

      Yousaf Sattar, Neelum; Kausar, Zareena; Usama, Syed Ali; Naseer, Noman; Farooq, Umer; Abdullah, Ahmed; Hussain, Syed Zahid; Shahbaz Khan, Umar; Khan, Haroon; Mirtaheri, Peyman (IEEE Access;Volume: 9, Peer reviewed; Journal article, 2021-07-26)
      Limited non-invasive transhumeral prosthesis control exists due to the absence of signal sources on amputee residual muscles. This paper introduces a hybrid brain-machine interface (hBMI) that integrates surface electromyography ...
    • Patient's intention detection and control for sit-stand mechanism of an assistive device for paraplegics 

      Abdullah, Ahmad; Kausar, Zareena; Hameed, Aamer; R. Shiekh, Shakil; Khan, Haroon (Biomedical Signal Processing and Control;Volume 68, July 2021, 102627, Peer reviewed; Journal article, 2021-04-19)
      Rehabilitation and assistive technologies are touching new bounds of excellence due to the advent of more user friendly human–machine interfaces (HMI) and ergonomic design principles. Among the most fundamental movements ...