Direction Estimation in 3D Outdoor Air–Air Wireless Channels through Machine Learning
Muhammad Hashir Syed,
Maninderpal Singh,
Joseph Camp
Abstract:UAVs need to communicate along three dimensions (3D) with other aerial vehicles, ranging from above to below, and often need to connect to ground stations. However, wireless transmission in 3D space significantly dissipates power, often hindering the range required for these types of links. Directional transmission is one way to efficiently use available wireless channels to achieve the desired range. While multiple-input multiple-output (MIMO) systems can digitally steer the beam through channel matrix manipu… Show more
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