Publications by authors named "Sanying Zhu"
Sensors (Basel)
October 2024
Article Synopsis
- The rising demand for real-time data transmission in industrial settings poses challenges, as existing wireless protocols often have limited ranges and bandwidths, which can lead to latency issues in manufacturing processes.*
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- 5G technology offers a promising solution with faster transmission rates and lower latency; this study evaluates the round-trip time (RTT) performance of a 5G-R15 system, finding an average RTT of 11 ms, significantly lower than the 25 ms of existing protocols.*
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- The research utilizes a variational mode decomposition-long short-term memory (VMD-LSTM) approach to predict RTT based on time series analysis, achieving a low predictive error of 4.481%, which enhances network performance and addresses potential
