Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments

• Main Authors: ROY, Nirmalya, MISRA, Archan, COOK, Diane
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Activity Recognition Accuracy; Micro Activity; Smart Home Environment; Activity Recognition Algorithm; Activity Recognition Model; Smart Home Dataset; Activity Recognition Approach; Ambient Sensor; Activity Frame; Human Activity Recognition; Assisted Living Home; Activity Instance; Sensor-based Activity; 3d Acceleration Sensor; Digital Communications and Networking; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3141; https://ink.library.smu.edu.sg/context/sis_research/article/4141/viewcontent/AmbientSmartphoneSensorADL_2016.pdf
• Institution: Singapore Management University

Activity recognition in smart environments is an evolving research problem due to the advancement and proliferation of sensing, monitoring and actuation technologies to make it possible for large scale and real deployment. While activities in smart home are interleaved, complex and volatile; the num...