Binary Neural Networks for Wireless Interference Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2021.3118903
Abstract: Wireless interference identification (WII) is one of the most promising technologies in anti-interference communication systems and non-cooperative communication systems. Recently, deep learning (DL) based methods have achieved striking performance for WII. However, existing works have… read more here.
Keywords: neural networks; quantization; wireless interference; interference ... See more keywords
Bring Globality Into Convolutional Neural Networks for Wireless Interference Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2021.3135901
Abstract: In wireless communication, wireless interference classification (WIC) is considered as one of the most promising technologies in military and civilian scenarios. Recently, deep learning (DL) based methods have achieved superb performance for WIC. However, conventional… read more here.
Keywords: neural networks; bring globality; wireless interference; convolutional neural ... See more keywords
Time-Frequency Component-Aware Convolutional Neural Network for Wireless Interference Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3204756
Abstract: In wireless communication systems, wireless interference classification (WIC) is considered as one of the most effective technologies to address the challenges brought by electromagnetic interference in military and civilian scenarios. Recently, deep learning (DL) based… read more here.
Keywords: time frequency; time; network; wireless interference ... See more keywords
Decentralized Event-Triggered Scheduling and Control for Multiagent Linear Systems Over Wireless Interference Channels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2022.3153608
Abstract: In this article, we consider a multiagent linear control system, where multiple actuators are tightly coupled with an unstable dynamic plant and connected with a couple of geographically scattered remote controllers over wireless interference channels.… read more here.
Keywords: multiagent linear; interference channels; control; wireless interference ... See more keywords
Wireless interference classification with low complexity multi-branch networks
Sign Up to like & getrecommendations! Published in 2023 at "China Communications"
DOI: 10.23919/jcc.fa.2022-0692.202304
Abstract: In non-cooperative communication systems, wireless interference classification (WIC) is one of the most essential technologies. Recently, deep learning (DL) based WIC methods have been proposed. However, conventional DL-based WIC methods have high computational complexity and… read more here.
Keywords: branch; classification; multi branch; wireless interference ... See more keywords