A Novel Algorithm for Determining the Contextual Characteristics of Movement Behaviors by Combining Accelerometer Features and Wireless Beacons: Development and Implementation

Daniele Magistro   ^{1, 2} , PhD ;   Salvatore Sessa   ³ , PhD ;   Andrew P Kingsnorth   ^{1, 2} , PhD ;   Adam Loveday   ^{1, 2} , PhD ;   Alessandro Simeone   ⁴ , PhD ;   Massimiliano Zecca   ^{2, 5} , PhD ;   Dale W Esliger   ^{1, 2} , PhD

¹ School of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough, United Kingdom

² National Centre for Sport and Exercise Medicine, Loughborough, United Kingdom

³ International Center for Science and Engineering Programs, School of Creative Science and Engineering, Faculty of Science and Engineering, Waseda University, Tokyo, Japan

⁴ Department of Mechatronic Engineering, Faculty of Engineering, Shantou University, Guangdong, China

⁵ Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, United Kingdom