UAV data link anti-interference via SLHS-SVM-AdaBoost algorithm: Classification prediction and route planning

UAV data link anti-interference via SLHS-SVM-AdaBoost algorithm: Classification prediction and route planning

The ability to predict the anti-interference communications performance of unmanned aerial vehicle (UAV) data links is critical for intelligent route planning of UAVs in real combat scenarios. Previous research in this area has encountered several limitations: Classifiers exhibit low training effici...

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Bibliographic Details
Main Authors: Shuo Zeng, Xiao-Jia Xiang, Yong-Peng Dou, Jing-Cheng Du, Guang He
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Journal of Electronic Science and Technology
Subjects:
AdaBoost
Anti-interference performance
Classification prediction
Data link
Route planning
Sequential Latin hypercube sampling
Online Access:http://www.sciencedirect.com/science/article/pii/S1674862X24000478
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