A Novel Human Activity Recognition Scheme for Smart Health Using Multilayer Extreme Learning Machine

In recent years, more and more wearable sensors have been employed in smart health applications. Wearable sensors not only can be used to collect valuable health-related data of their users, they can be also used in conjunction with other infrastructure-bound sensors, such as Microsoft Kinect sensor, to facilitate privacy-aware fine-grained activity tracking. This fusion of multimodal data promises a new type of smart health applications that...