Optimized Prediction of Weapon Effectiveness in BVR Air Combat Scenarios Using Enhanced Regression Models

Optimized Prediction of Weapon Effectiveness in BVR Air Combat Scenarios Using Enhanced Regression Models

This study investigates high-performance models for predicting the Weapon Engagement Zone (WEZ) in beyond-visual-range (BVR) air combat scenarios. Accurate WEZ predictions are crucial for decision-making in air combat, and high-performance solutions are essential for developing and deploying autonom...

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Bibliographic Details
Main Authors: Andre R. Kuroswiski, Annie S. Wu, Angelo Passaro
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Air combat
lasso regression
polynomial regression
ridge regression
weapon engagement zone
Online Access:https://ieeexplore.ieee.org/document/10856150/
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https://ieeexplore.ieee.org/document/10856150/

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