A dataset named RF-PSignal for controlling smart home devices

With the accelerating pace of population aging, the urgency and necessity for elderly individuals to control smart home systems have become increasingly evident. Smart homes not only enhance the independence of older adults, enabling them to complete daily activities more conveniently, but also ensure safety through health monitoring and emergency alert systems, thereby reducing the caregiving burden on families and society. Integrating smart homes into the lives of the elderly has thus become a crucial measure to address the challenges of aging populations and promote sustainable social development. However, traditional control methods are often constrained by factors such as lighting conditions and reliance on wearable devices. Our research aims to overcome these limitations, enabling elderly individuals to control smart home devices with greater ease and accuracy.

随着人口老龄化步伐的加快，老年人控制智能家居系统的紧迫性和必要性日益凸显。智能家居不仅提升了老年人的自主性，使他们能够更便捷地完成日常活动，还通过健康监测和紧急警报系统确保了安全，从而减轻了家庭和社会的照护负担。将智能家居融入老年人的生活中，因此已成为应对老龄化挑战、促进可持续社会发展的关键措施。然而，传统的控制方法往往受制于诸如光照条件以及对可穿戴设备的依赖等因素。本研究旨在克服这些限制，使老年人能够以更加便捷和精确的方式控制智能家居设备。