A novel ensemble ELM for human activity recognition using smartphone sensors

• Main Authors: Chen, Zhenghua, Jiang, Chaoyang, Xie, Lihua
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Ensemble Extreme Learning Machine; Feature Engineering
• Online Access: https://hdl.handle.net/10356/150995
• Institution: Nanyang Technological University

Human activity recognition plays a unique role in many important applications, including ubiquitous computing, health-care services, and smart buildings. Due to the nonintrusive property of smartphones, smartphone sensors are widely used for the identification of human activities. Since the signals...