MULTI-AGENT REINFORCEMENT LEARNING FOR JOINT COOPERATIVE SPECTRUM SENSING AND CHANNEL ACCESS IN COGNITIVE UAV NETWORKS

Multi-Agent Reinforcement Learning for Joint Cooperative Spectrum Sensing and Channel Access in Cognitive UAV Networks

This paper studies the problem of distributed spectrum/channel access for cognitive radio-enabled unmanned aerial vehicles (CUAVs) that overlay upon primary channels.Under the framework of cooperative spectrum sensing and opportunistic transmission, a one-shot optimization problem MAX OUT WATERMELON for channel allocation, aiming to maximize the ex

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The complexity of biomechanics causing primary blast-induced traumatic brain injury: a review of potential mechanisms.

Primary blast induced traumatic brain injury (bTBI) is a prevalent battlefield injury in recent conflicts, yet biomechanical mechanisms of bTBI remain unclear.Elucidating specific biomechanical mechanisms is essential to developing animal models for testing candidate therapies and for improving protective equipment.Three hypothetical mechanisms of

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