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Vikash Kumar

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#federated learning Book Sep 2026

Edge AI-Driven Traffic Management for Urban Air Mobility

Cloud-centric Air Traffic Management architectures are poorly suited to Urban Air Mobility, where dense, three-dimensional flight paths require conflict-resolution decisions within tens of milliseconds. This chapter proposes a four-layer, edge-native reference architecture combining Deep Reinforcement Learning for adap...

Nitesh Kumar, Vikash Kumar · 0 citations

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