Peak Age-of-Information Minimization of UAV-Aided Relay Transmission

Ailin Cao, Chao Shen, Jiaying Zong, Tsung-Hui Chang
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引用次数: 10

Abstract

We consider a scenario where an unmanned aerial vehicle (UAV) aids a source node to transmit data packets to a remote destination node. The goal is to minimize the peak age-of-information (PAoI) by jointly optimizing the flight trajectory of the UAV, the service time of data packets, and the power allocation for packet transmission. The feasibility condition of the joint design problem is first derived. Since the joint design problem is highly non-convex, we propose an efficient iterative algorithm based on the successive convex approximation to transform this non-convex problem into convex optimization problems, which can thus be efficiently solved by the off-the-shelf solvers. The simulation results show that the proposed algorithm performs better than that based on the alternating optimization. The energy and power constraints have a significant impact on the PAoI. Meanwhile, when the energy is limited and/or the packet loads are heavy, the PAoI is dominated by the flight time of the UAV.
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无人机辅助中继传输的峰值信息年龄最小化
我们考虑一个场景,其中无人驾驶飞行器(UAV)帮助源节点将数据包传输到远程目标节点。目标是通过联合优化无人机的飞行轨迹、数据包的服务时间和数据包传输的功率分配来最小化峰值信息年龄(PAoI)。首先推导了节点设计问题的可行性条件。针对关节设计问题的高度非凸性,提出了一种基于逐次凸逼近的高效迭代算法,将该非凸问题转化为凸优化问题,从而可以利用现成的求解器高效求解。仿真结果表明,该算法的性能优于基于交替优化的算法。能源和功率限制对pai有重大影响。同时,当能量有限和/或数据包负载较重时,pai受无人机飞行时间支配。
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