Matching pursuit-based compressive sensing in a wearable biomedical accelerometer fall diagnosis device

• Published in: Biomedical signal processing and control Vol. 33; pp. 96 - 108
• Main Authors: Gibson, Ryan M., Amira, Abbes, Ramzan, Naeem, Casaseca-de-la-Higuera, Pablo, Pervez, Zeeshan
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2017
• Subjects: Acceleration signal evaluation; Compressive sensing; Fall detection; Multiresolution analysis; Principal component analysis; Wearable device; Acceleration signal evaluation; Compressive sensing; Wearable device; Fall detection; Multiresolution analysis; Principal component analysis

•Fall detection and diagnostic system with compressive sensing.•Wearable accelerometer embedded device with wireless communications.•Significant transmission data reduction while maintaining high-performance. There is a significant high fall risk population, where individuals are susceptible to freq...