Sensors, Vol. 19, Pages 4474: A Novel Human Activity Recognition and Prediction in Smart Home Based on Interaction

In this study, we unwrap this issue and propose a novel framework to not only recognize human activity but also predict it. The framework contains three stages: recognition after the activity, recognition in progress, and activity prediction in advance. Furthermore, using passive RFID tags, the hardware cost of our framework is sufficiently low to popularize the framework. In addition, the experimental result demonstrates that our framework can realize good performance in both activity recognition and prediction with high scalability.
Source: Sensors - Category: Biotechnology Authors: Tags: Article Source Type: research