Making use of algorithms that are based on browsing history as well preferences, UK-based service providers have managed to come up with personalized recommendation systems thanks largely because now these recommendations take into account past viewings too hence leading to more interesting content being...
WiFi-based sensing methods are increasingly being used to collect data on human activity due to their ubiquity, versatility, and high performance. Channel state information (CSI), a characteristic of WiFi signals, can be employed to identify various human activities. Traditional machine learning ...
In summary, we propose a WiFi-based pose estimation algorithm CSI-former in this paper to solve the performance defects and privacy problems of traditional image-based human pose estimation methods. Moreover, we present the attention mechanism-based network framework to improve the algorithm and achi...