Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes
Srivatsa P,
Thomas Plötz
Abstract:There has been a resurgence of applications focused on human activity recognition (HAR) in smart homes, especially in the field of ambient intelligence and assisted-living technologies. However, such applications present numerous significant challenges to any automated analysis system operating in the real world, such as variability, sparsity, and noise in sensor measurements. Although state-of-the-art HAR systems have made considerable strides in addressing some of these challenges, they suffer from a practic… Show more
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