title: A Real-Time Gait Event Detection for Lower Limb Prosthesis Control and Evaluation.
abstract: Lower extremity amputees suffer from mobility limitations which will result in a degradation of their quality of life. Wearable sensors are frequently used to assess spatio-temporal, kinematic and kinetic parameters providing the means to establish an interactive control of the amputee-prosthesis-environment system. Gait events and the gait phase detection of an amputee's locomotion are vital for controlling lower limb prosthetic devices. The paper presents an approach to real-time gait event detection for lower limb amputees using a wireless gyroscope attached to the shank when performing level ground and ramp activities. The results were validated using both healthy and amputee subjects and showed that the time differences in identifying Initial Contact (IC) and Toe Off (TO) events were larger in a transfemoral amputee when compared to the control subjects and a transtibial amputee (TTA). Overall, the time difference latency lies within a range of ±50 ms while the detection rate was 100% for all activities. Based on the validated results, the IC and TO events can be accurately detected using the proposed system in both control subjects and amputees when performing activities of daily living and can also be utilized in the clinical setup for rehabilitation and assessing the performance of lower limb prosthesis users.
authors.forename: H F
authors.initials: HF
authors.lastname: Maqbool
authors.forename: M A B
authors.initials: MAB
authors.lastname: Husman
authors.forename: M I
authors.initials: MI
authors.lastname: Awad
authors.forename: A
authors.initials: A
authors.lastname: Abouhossein
authors.forename: Nadeem
authors.initials: N
authors.lastname: Iqbal
authors.forename: A A
authors.initials: AA
authors.lastname: Dehghani-Sanij
mesh_terms: D061725:Accelerometry / Q000295:instrumentation*; D000328:Adult; D000674:Amputees / Q000534:rehabilitation; D001186:Artificial Limbs; D001676:Biofeedback, Psychology / Q000295:instrumentation / Q000379:methods*; D003199:Computer Systems; D004867:Equipment Design; D019544:Equipment Failure Analysis / Q000295:instrumentation / Q000379:methods; D005260:Female; D005684:Gait; D020233:Gait Disorders, Neurologic / Q000532:radiotherapy* / Q000534:rehabilitation*; D006801:Humans; D008297:Male; D018670:Monitoring, Ambulatory / Q000295:instrumentation*; D011597:Psychomotor Performance; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D016896:Treatment Outcome