The surface electromyographic (EMG) signal is commonly used as main input information to the controller of robotic systems, such as exoskeleton robots. It has been shown that EMG signals could vary from person to person, and that gender is one of the factors influencing this variation. Thus, the aim of the present study is to detect possible gender-related differences in the EMG activity of the main thigh muscles (rectus femoris (RF), biceps femoris (BF) and vastus lateralis (VL), during gait at self-selected speed and cadence. The statistical analysis of surface EMG signals, performed in seven male (M-group) and seven female (F-group) age-matched adults, showed clear gender-related differences, in terms of frequency of occurrence, in the behavior of VL, and no relevant differences in the behavior of RF and BF. This suggests a propensity of females for a more complex recruitment of the muscles during gait, performed mainly by muscles involved in the motion of the lower leg joints. The novel informations on gender-related differences provided here suggest considering a separate approach for males and females, in providing electromyographic signals as input information to the controller of exoskeleton robot.
Influence of gender on the myoelectric signal of thigh muscles / DI NARDO, Francesco; Mengarelli, Alessandro; Maranesi, Elvira; Burattini, Laura; Fioretti, Sandro. - (2014), pp. 1-4. (Intervento presentato al convegno 2014 IEEE/ASME 10th International Conference on Mechatronic and Embedded Systems and Applications (MESA) tenutosi a Senigallia (AN), Italia nel 10-12 Settembre 2014) [10.1109/MESA.2014.6935538].
Influence of gender on the myoelectric signal of thigh muscles
DI NARDO, Francesco;MENGARELLI, ALESSANDRO;MARANESI, ELVIRA;BURATTINI, LAURA;FIORETTI, Sandro
2014-01-01
Abstract
The surface electromyographic (EMG) signal is commonly used as main input information to the controller of robotic systems, such as exoskeleton robots. It has been shown that EMG signals could vary from person to person, and that gender is one of the factors influencing this variation. Thus, the aim of the present study is to detect possible gender-related differences in the EMG activity of the main thigh muscles (rectus femoris (RF), biceps femoris (BF) and vastus lateralis (VL), during gait at self-selected speed and cadence. The statistical analysis of surface EMG signals, performed in seven male (M-group) and seven female (F-group) age-matched adults, showed clear gender-related differences, in terms of frequency of occurrence, in the behavior of VL, and no relevant differences in the behavior of RF and BF. This suggests a propensity of females for a more complex recruitment of the muscles during gait, performed mainly by muscles involved in the motion of the lower leg joints. The novel informations on gender-related differences provided here suggest considering a separate approach for males and females, in providing electromyographic signals as input information to the controller of exoskeleton robot.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.