Pilot Protection of New Energy Transmission Line in Active Distribution Network Based on 5G Communication by Tiecheng LI, Hui FAN, Weiming ZHANG, Xianzhi WANG, Yihong ZHANG, Zhihui DAI

“…To this end, this paper first proposes a rank difference accumulation waveform similarity algorithm and analyzes its anti-interference characteristics. The algorithm measures the similarity of two waveforms by calculating the maximum mismatch degree of two sets of data, which significantly reduces the influence of abnormal data on waveform similarity judgment. …”
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An Electrochemical Immunosensor for Sensitive Detection of Exosomes Based on Au/MXenes and AuPtPdCu by Jie Gao, Rong Yang, Xiaorui Zhu, Jiling Shi, Sufei Wang, Aihua Jing

“…In this study, an electrochemical aptamer immunosensor based on Au/MXene and AuPtPdCu was constructed for the sensitive detection of colorectal cancer-derived exosomes. …”
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Robust GNSS/INS Tightly Coupled Positioning Using Factor Graph Optimization with P-Spline and Dynamic Prediction by Bokun Ning, Fang Zhao, Haiyong Luo, Dan Luo, Wenhua Shao

“…First, a penalized spline (P-spline) is constructed to predict and smooth Doppler measurements. …”
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Adaptive Neural Network Robust Control of FOG with Output Constraints by Shangbo Liu, Baowang Lian, Jiajun Ma, Xiaokun Ding, Haiyan Li

“…In this method, the dynamic model of the nonlinear error of the fiber optic gyroscope is proposed, and then the unknown external interference observer is designed for the system to realize the estimation of the unknown disturbances. …”
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Research on Distributed Fiber Optical Strain Testing Technology Based on the Adam Algorithm by Jie Duan, Yuting Liu, Lijuan Li, Jiyu Li, Yanan Zhao, Jianli Zheng

“…Distributed Optical Fiber Sensing Technology, with advantages such as long detection distance, resistance to electromagnetic interference, and easy maintenance, is widely applied in various fields including security monitoring, electrical safety, and aerospace. …”
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Deep Learning Based 3D Visualization Health Condition Monitoring Method for Anchor Digging Machines by YANG Xueqi, GAO Xinqin, ZHENG Haiyang, YANG Jun

“…The experimental results were close to the results of the historical data.ConclusionsThe designed health condition monitoring framework for anchor digging machines is capable of real-time and accurate monitoring. The constructed SDAE‒DT Net model effectively integrates features from sequences of varying time lengths within the data, enhancing the RUL prediction accuracy even under noise interference. …”
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Printing ultrathin Quasi-2D Ga2O3 for fast yet highly responsive vertical photodetectors by Qian Li, Ruofan Li, Xueqing Chen, Minghui Guo, Jing Liu, Xianwei Meng

“…Abstract UV detectors have the advantages of simple signal processing, low false alarm rate, and strong anti-interference capability, and are widely used in both defense and civil applications. …”
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Sensitive ratiometric detection of Fumonisin B1 using a reusable Ag-pSi SERS platform by Narsingh R. Nirala, Sudharsan Sadhasivam, Rohit Kumar Singh, Edward Sionov, Giorgi Shtenberg

“…Herein, a ratiometric aptasensor was constructed using silver-coated porous silicon (Ag-pSi) used as an efficient surface-enhanced Raman scattering (SERS) substrate. …”
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MF-ShipNet: a multi-feature weighted fusion and PCA-SVM model for ship detection in remote sensing images by Jianfeng Li, Yibing Yang, Liutong Yang, Yang Zhao, Qinghua Luo, Chenxu Wang

“…Principal Component Analysis (PCA) was used to reduce the dimension of fused features to reduce the false detection rate caused by redundant noise interference. The feature pyramid was constructed to realize the feature fusion of different levels. …”
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Adaptive Beamforming Damage Imaging of Lamb Wave Based on CNN by Ronghe Shen, Zixing Zhou, Guidong Xu, Sai Zhang, Chenguang Xu, Baiqiang Xu, Ying Luo

“…Among damage imaging methods based on Lamb waves, the Minimum Variance Distortionless Response (MVDR) method adaptively calculates channel weights to suppress interference signals, improving imaging resolution and the signal-to-noise ratio (SNR). …”
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Citrus Disease Classification Model Based on Improved ConvNeXt by Jichi Yan, Yongbin Mo, Yannan Yu, Shiqing Dou, Rongfeng Yang

“…The experimental results show that on the self-constructed complex background citrus disease dataset, the model in this paper achieves an average accuracy of 98.07%, which is improved by 2.9% compared with the original model, and the comprehensive performance is significantly better than that of VGG, AlexNet, and other models. …”
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A Relay Optimization Method for NOMA-Based Power Line Communication Systems by Lenian Zhang, Yuntao Yue, Peng Li, Dong Liu, Haoran Ren

“…A PLC system model combining Orthogonal Frequency Division Multiplexing (OFDM) and Non-Orthogonal Multiple Access (NOMA) technologies is proposed to enhance spectral efficiency, extend transmission distance, and improve signal quality. We construct detailed models for the system, signal, and noise. …”
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Segmentation detection method in tree-shaded environment for road cracks collected by inspection vehicle on WFU-Unet by Qiong Zhang, Shilin Huang, Haomiao Wang, Zhonghang Ji, Shuang Zheng, Yunqing Liu

“…First, the WCM module, constructed with wavelet transform, ConvNext, and MobileNet, reduces shadow interference, enabling the network to distinguish between cracks and tree shadows. …”
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Performance Testing and Analysis of a New GNSS Spoofing Detection Method in Different Spoofing Scenarios by Li Junzhi, Wu Haitao, Gao Jinfeng, Liu Fang, Zhang Yu, Li Gangqiang, He Yu

“…The study proves that the combination of multi-parameter joint analysis and optimized Random Forest effectively enhances the generalization capability and anti-interference performance of GNSS spoofing detection, providing a new approach for navigation security in complex environments.…”
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A Heuristic Optical Flow Scheduling Algorithm for Low-Delay Vehicular Visible Light Communication by Zhengying Cai, Shumeng Lei, Jingyi Li, Chen Yu, Junyu Liu, Guoqiang Gong

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A SAR-based flood mapping approach: application of SAR-SIFT registration and modified DeepLabV3 segmentation in flood hazard assessment by Zhuoyu Zhang, Jiaqi Xiong, Xiang Li, Yu Li, Junrong Liu

“…A DEM gradient strategy mitigates terrain shadow interference, refining detection reliability. Experimental results achieve 0.9840 overall accuracy, 0.9631 precision, 0.882 recall, 0.9207 F1-score, and 0.8483 IoU. …”
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Dual-stream dynamic graph structure network for document-level relation extraction by Yu Zhong, Bo Shen

“…Information from different streams is effectively integrated via an information integrator. To mitigate the interference of noise during the reasoning process, a noise regularization mechanism is also designed. …”
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Parcel Segmentation Method Combined YOLOV5s and Segment Anything Model Using Remote Sensing Image by Xiaoqin Wu, Dacheng Wang, Caihong Ma, Yi Zeng, Yongze Lv, Xianmiao Huang, Jiandong Wang

“…In addition to the publicly available CCF BDCI dataset, we constructed a new WuJiang dataset to evaluate cross-domain performance. …”
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Wideband metamaterial perfect absorber using topological insulator material for infrared and visible light spectrum: a numerical approach by Vishal Sorathiya, Zen A. Sbeah, Ahmad Alghamdi, Amar Y. Jaffar, Abdullah G. Alharbi

“…The proposed design is constructed with a multilayer structure that incorporates meticulously chosen materials to enhance light absorption. …”
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RIS-Based DOA Estimation for Communication-Assisted Sensing Systems Under Hardware Impairments by Xue Zhang, Ngoc Phuc Le, Mohamed-Slim Alouini

“…Specifically, a low-rank matrix is first recovered by solving an atomic norm minimization (ANM) problem, which is not affected by interference signal and additive noise. Subsequently, a block Hankel matrix is constructed using the correlation information of the low-rank matrix. …”
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