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    <title>Time Synchronization on Counter UAV Radar — Low-Altitude Surveillance Radar</title>
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    <description>Recent content in Time Synchronization on Counter UAV Radar — Low-Altitude Surveillance Radar</description>
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      <title>Data Fusion System Design</title>
      <link>https://www.counteruavradar.com/en/knowledge-base/data-fusion-system-design/</link>
      <pubDate>Tue, 19 May 2026 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;Data fusion system design is often described too vaguely. Teams say they want fusion, but what they really need is a disciplined process for combining different observations into an operator-ready picture without losing uncertainty, timing, or context.&lt;/p&gt;&#xA;&lt;p&gt;That means fusion design has to start before the interface layer.&lt;/p&gt;&#xA;&lt;h2 id=&#34;begin-with-normalization&#34;&gt;Begin With Normalization&lt;/h2&gt;&#xA;&lt;p&gt;Different subsystems publish different kinds of information:&lt;/p&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;radar tracks,&lt;/li&gt;&#xA;&lt;li&gt;RF detections,&lt;/li&gt;&#xA;&lt;li&gt;EO/IR cues,&lt;/li&gt;&#xA;&lt;li&gt;map or geofence data,&lt;/li&gt;&#xA;&lt;li&gt;and operator annotations.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&lt;p&gt;The fusion layer has to normalize those inputs into a consistent model for time, location, source identity, and confidence. If that normalization is weak, later correlation becomes fragile no matter how advanced the software appears.&lt;/p&gt;</description>
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