Mohammed Ayad

University of Abou Bekr Belkaïd, Aalborg University

Papers

Total Citations

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About

Mohammed Ayad is a researcher focused on advancing robotic gait rehabilitation through innovative control systems and classification frameworks. His work centers on developing and standardizing technologies that improve mobility training for patients with gait deficits. Ayad’s most impactful contribution is his 2018 paper, “Toward Standardizing the Classification of Robotic Gait Rehabilitation Systems,” which has garnered 13 citations. This work addresses a critical gap in the field by proposing a systematic method for comparing diverse rehabilitation systems, moving beyond descriptive reviews to enable visual and standardized analysis—a foundational step for future research and clinical adoption. Ayad also pioneered control approaches for Ground Walking Platforms (GWPs), as detailed in his 2017 study, which simulates walking on varied terrains like stairs and hills. His 2018 paper further integrates Unity3D-based control with virtual reality environments, enhancing the realism and adaptability of gait training. These contributions, though early in citation impact, demonstrate Ayad’s commitment to creating sophisticated, user-centered rehabilitation tools. His work bridges engineering and clinical needs, offering a pathway toward more effective, personalized robotic therapy for individuals with significant gait impairments.