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Chapter and Conference Paper
Deep Forest Model Combined with Neural Networks for Finger Joint Continuous Angle Decoding
Many people lose their hand function due to stroke, traffic accidents, and amputation. This paper proposed a new method that can decode hand joint angles from the upper limb’s surface electromyography (sEMG). ...
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Chapter and Conference Paper
FedGR: Federated Learning with Gravitation Regulation for Double Imbalance Distribution
Federated Learning (FL) is a well-known framework for distributed machine learning that enables mobile phones and IoT devices to build a shared machine learning model via only transmitting model parameters to ...
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Chapter and Conference Paper
Few-Shot Generative Learning by Modeling Stereoscopic Priors
Few-shot image generation, which aims to generate images from only a few images for a new category, has attracted some research interest in recent years. However, existing few-shot generation methods only focu...
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Chapter and Conference Paper
A Road Congestion Detection Model Based on Sequence Change of Vehicle Feature Matrix
In order to solve the problem of urban road congestion, this paper proposes a road congestion detection model based on the sequence change of vehicle feature matrix. The model uses the YOLO_V3 deep learning mo...
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Chapter and Conference Paper
Research on Irrigation System of Limited Water Supply for Soybean Crops in Shanxi Province
The limited water supply irrigation system for soybean crops in Shanxi Province was studied. The irrigation data of Limin experimental station in Linfen City, Shanxi Province had been selected. Frequency calcu...
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Chapter and Conference Paper
Morphologic Reconstruction of 2D Cellular Micro-scaffold Based on Digital Holographic Feedback
The artificial 2D cellular micro-scaffold is increasingly needed in tissue engineering and biomedical engineering. Yet, the study of the influence between the scaffold physical properties and the cell behavior...
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Chapter and Conference Paper
Self-similar Traffic Prediction Scheme Based on Wavelet Transform for Satellite Internet Services
With service types and requirements of broadband satellite internet continuously increasing, improving QoS (Quality of service) of satellite internet has attracted extensive attention. To reduce the impact of ...
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Chapter and Conference Paper
An FPGA Real-Time Spectrum Sensing for Cognitive Radio in Very High Throughput WLAN
In this paper, a spectrum sensing module of cognitive radio for a high speed WLAN is proposed, which aims at a G-bit data transmission rate. Energy detection for spectrum sensing is selected due to its needles...
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Chapter and Conference Paper
Driver Safe Speed Model Based on BP Neural Network for Rural Curved Roads
In order to improve the safety and comfort of the vehicles on rural curved roads, the paper proposed a safe curve speed model based on the BP Neural Network. A series of drivers’ manual operation state data du...
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Chapter and Conference Paper
The Design and Development of Test Platform for Wheat Precision Seeding Based on Image Processing Techniques
The test platform of wheat precision seeding based on image processing techniques is designed to develop the wheat precision seed metering device with high efficiency and precision. Using image processing tech...
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Chapter and Conference Paper
An Application of RFID in Monitoring Agricultural Material Products
With the development of modern agriculture, more and more agricultural material products are used in it. While how to keep these things safe is a big problem at present, which needs to be paid more attention. ...