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Further study of the trace representation of Bent sequences families
Published 2007-01-01Get full text
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The Studies of Buffer Control Strategy of 128 kb/s Videophone System
Published 1995-01-01Get full text
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Silicon Nitride Spot-Size Converter with Coupling Loss < 1.5 dB for Both Polarizations at 1W Optical Input
Published 2024-12-01Get full text
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Reversible Spectral Speech Watermarking with Variable Embedding Locations Against Spectrum-Based Attacks
Published 2025-01-01Get full text
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Managing natural disasters: An analysis of technological advancements, opportunities, and challenges
Published 2024-01-01Get full text
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AI anxiety: Explication and exploration of effect on state anxiety when interacting with AI doctors
Published 2025-03-01Get full text
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Fault-Tolerant One-Way Noiseless Amplification for Microwave Bosonic Quantum Information Processing
Published 2024-01-01Get full text
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Electromagnetic signal modulation recognition technology based on lightweight deep neural network
Published 2020-11-01“…In response to the trend that in the 6th generation wireless (6G) era,mobile communications and artificial intelligence will be closely integrated,and a huge number of edge intelligent signal processing nodes will be deployed,an efficient and intelligent electromagnetic signal recognition model was proposed,which could be deployed on resource-constrained edge devices.The constellation diagram of electromagnetic signal was firstly drawn to visualize electromagnetic signal as a two-dimensional image,and color the constellation diagram according to the normalized point density to achieve feature enhancement.Then,a binary deep neural network was adopted to recognize the colored constellation diagrams.It was shown that the approach can guarantee a high recognition accuracy,which significantly reduced the model storage and calculation costs.For verification,the proposed approach was applied to the problem of electromagnetic signal modulation recognition.The experiment uses eight commonly used digital modulation signals and selects additive white Gaussian noise as the channel environment.The experimental results show that the scheme can achieve a comprehensive recognition rate of 96.1% under the noise condition of -6~6 dB,while the size of the network model is only 166 KB.Further,the execution time,when executed on a Raspberry Pi 4B,is only 290 ms.Compared to a full-precision network of the same scale,the accuracy is increased by 0.6%,the model is reduced to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <mfrac> <mtext>1</mtext> <mrow> <mtext>26</mtext><mo>.…”
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Optimal downlink power allocation schemes for OFDM-NOMA-based Internet of things
Published 2022-01-01Get full text
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