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Artificial Intelligence - A Short Overview of Classification Techniques for RADAR Targets through Neural Networks 2/2

A relevant technique to classify RADAR object is to use a colored 2D map representing range, speed or frequency against time and color the map with power intensity. Here we represent examples of such typical RADAR data.

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Artificial Intelligence: A Short Overview of Classification Techniques for RADAR Targets through Neural Networks (1/2)

Fast reaction and decision-making of the RADAR operator is a key factor in ATC. There is a need to develop techniques for the automatic extraction and fine-granulated classification of RADAR objects, allowing for faster and better decision making and more effective processes.

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Artificial Intelligence: Important Aspects of Neural Networks Applied to Radar Systems

RADAR is short for RAdio Detection And Ranging. The principle of RADAR systems is not very difficult to understand. It is simply because most solid objects reflect radio waves, e.g., electromagnetic radiation with wavelengths superior to infrared. A RADAR therefore sends radio waves through an emitter and captures the “response”, e.g the reflecting signal through a receiver.

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Artificial Intelligence: Deep Learning in Radar Detection - Getting Prepared for Tomorrow, Now!

Deep Learning Algorithms produce better-than-human results in image recognition, generating a close to zero fault rate [1]. This article shows how this works in radar technology and explains, how Artificial Intelligence can be taught in University Education and NextGen ATC qualification.

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AI is a Key Pillar in ICAO's Next Gen Radar Infrastructure - Impacting Technology, Procedures & Qualification

Artificial Intelligence is starting to become a game changer in Aviation. In this article we look at its expected impacts on radar technology and describe SkyRadar's solutions to qualify ATCO and ATSEP on applied AI.

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Advancing RADAR for everyone - A Vision

Eric and I have started SkyRadar.com more than 10 years ago. We were driven by the idea of blending radar and Web technology. Our idea was to bring radars to unknown performance, all while bringing costs down to the bottom-line. Now we are adding medical applications, robotics, AI and industrial applications. And it is just the beginning...

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Machine Learning and Artificial Intelligence in Radar Technology

Technology is always changing. A large percentage of it will make our lives easier by enhancing how we learn or go about our daily jobs in ways that were never thought before. Artificial intelligence and machine learning stand at the forefront of technology’s future, including their use in radar technology. The purpose of this article is to define what AI and machine learning are, how they relate to each other and what their role may be in radar technology.

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