A Prediction Method of Cable Crosstalk in Electronic Systems with Ensemble Learning

Yang, Xu; Zhou, Dejian; Song, Wei; She, Yulai

doi:10.1007/s13369-021-06002-x

Cited by 1 publication

(2 citation statements)

References 16 publications

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“…[2][3][4][5][6][7][8] Generally, wire spacing is required to be provided to meet acceptable coupling. 9 In order to apply simulation to a broader range of design scenarios, some studies incorporate arbitrary bending space [10][11][12][13] and consider uncertain wire positions, 14,15 where wire positions vary with length to enhance simulation models close to real-world applications. However, uncertainties such as the influence of neighboring wires, apart from the wires of interest, can affect interference modeling accuracy, although two wires are under consideration.…”

Section: Introductionmentioning

confidence: 99%

“…Extensive research and engineering experiments have demonstrated that electromagnetic interference (EMI) from wires would prevent sensitive sub‐systems from expected action 2–8 . Generally, wire spacing is required to be provided to meet acceptable coupling 9 . In order to apply simulation to a broader range of design scenarios, some studies incorporate arbitrary bending space 10–13 and consider uncertain wire positions, 14,15 where wire positions vary with length to enhance simulation models close to real‐world applications.…”

Section: Introductionmentioning

confidence: 99%

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Multi‐conductor electromagnetic coupling model for sensitive wires subject to driven wire in complex electronic systems

Jiang,

Chen,

Xue

et al. 2024

Int J Numerical Modelling

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A novel multi‐conductor electromagnetic coupling model for the sensitive‐wire subject to driven wire in a high‐precision machining workbench is proposed in this paper. The general coupling model for an N‐wire system is derived and is used to evaluate the wire coupling effect. Furthermore, 4‐wire and 3‐wire models are demonstrated to verify the accuracy through full‐wave electromagnetic simulation below 10 MHz. The results show that the error between the proposed method and the full‐wave electromagnetic simulation is less than 10%, demonstrating the high efficiency and accuracy of the proposed method. When the parameters of the driven power wire and the most sensitive wire are fixed and the parameters of neighboring wires are swept, the maximum fluctuation of the induced current on the most sensitive wire is 6.1 dB. The efficient calculation method proposed in this work helps reduce the risk of electromagnetic interference in complex electronic systems and improves the design efficiency of wires. It is promising to become a high‐performance method with high efficiency and precision.

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