Blockchain-Aided Distributed Device-Free Wireless Sensing with IoT Devices in Edge Network
- Resource Type
- Conference
- Authors
- Xie, Yanxi; Li, Ziyue; Li, Chao; Zhu, Yonghui; Zhang, Hao
- Source
- 2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Broadband Multimedia Systems and Broadcasting (BMSB), 2023 IEEE International Symposium on. :1-4 Jun, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Wireless communication
Human computer interaction
Training
Wireless sensor networks
Transfer learning
Data models
Sensors
Edge intelligence
blockchain
wireless sensing
- Language
- ISSN
- 2155-5052
Recently, the popularity of Internet of Things (IoT) devices has brought massive amounts of sensing data to edge networks. How to use distributed sensing data to train artificial intelligence (AI) models for ubiquitous intelligent wireless sensing in IoT, while considering privacy is an open problem. In this paper, we propose an edge intelligence (EI) and blockchain powered device-free wireless sensing framework to supply IoT applications in edge networks. We design a cross-domain wireless sensing scheme for human-computer interaction by adopting adversarial transfer learning in this framework and verify the effectiveness of the method.