Generative AI for RF Sensing in IoT systems

Understand

The development of wireless sensing technologies, using signals such as Wi-Fi, infrared, and RF to gather environmental data, has significantly advanced within Internet of Things (IoT) systems.

• Among these, Radio Frequency (RF) sensing stands out for its cost-effective and non-intrusive monitoring of human activities and environmental changes.
• However, traditional RF sensing methods face significant challenges, including noise, interference, incomplete data, and high deployment costs, which limit their effectiveness and scalability.
• This paper investigates the potential of Generative AI (GenAI) to overcome these limitations within the IoT ecosystem.