Wireless Signal Representation Techniques for Automatic Modulation Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3197224
Abstract: In this paper, we present a comprehensive survey and detailed comparison of techniques that have been applied to the problem of identifying the type of modulation contained within received wireless signals. Known as automatic modulation… read more here.
Keywords: modulation; modulation classification; automatic modulation; wireless signal ... See more keywords
A Wireless Signal Correlation Learning Framework for Accurate and Robust Multi-Modal Sensing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2024.3413986
Abstract: Wireless signal analytics in IoT systems can enable various promising wireless sensing applications such as localization, anomaly detection, and human activity recognition. As a matter of fact, there are significant correlations in terms of dimension,… read more here.
Keywords: correlation; wireless sensing; framework; correlation learning ... See more keywords
Multi-Task Based Deep Learning Approach for Open-Set Wireless Signal Identification in ISM Band
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive Communications and Networking"
DOI: 10.1109/tccn.2021.3118456
Abstract: Wireless signal identification plays an important role in effectively implementing spectrum monitoring and management. However, in ISM (Industrial, Science and Medical) band, it becomes a challenging task due to the heterogeneity of variously emerging wireless… read more here.
Keywords: identification; task; multi; signal identification ... See more keywords