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A Research on Age of Information Minimization Scheme of Wireless Sensor Network Assisted by UAV

机译:无人机辅助无线传感器网络信息最小化方案的年龄

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Aiming at the problem of information freshness in the process of massive data processing in wireless sensor networks, this paper proposes the system AoI (Age of Information, AoI) based on the constraints of drone flight speed, altitude, collision avoidance, and reliable transmission. A non-convex optimization strategy for AoI minimization that combines acquisition point selection, trajectory optimization and power control. Taking a scene of multiple drones communicating with multiple sensor nodes at the same time under the same frequency band as the object, the information acquisition process of multiple drones in three-dimensional space is simulated and verified. Through the SCA (Successive Convex Approximation, SCA) optimization algorithm, the established non-convex problem is transformed into a convex optimization problem to be solved, and the optimal hover position, hover time and transmission power during the flight of the UAV are obtained. The experimental results show, The optimal solution obtained by the scheme can effectively minimize the system AoI.
机译:旨在在无线传感器网络中的大规模数据处理过程中的信息新鲜度问题,本文提出了基于无人机飞行速度,高度,碰撞避免和可靠传输的限制的系统AOI(信息年龄,AOI)。用于AOI最小化的非凸优化策略,其结合采集点选择,轨迹优化和功率控制。拍摄多个无人机的场景与多个传感器节点通信,同时在与对象的相同频带下的同时,模拟并验证了三维空间中多种无人机的信息获取过程。通过SCA(连续凸近似,SCA)优化算法,将所建立的非凸面问题变换为待解决的凸优化问题,并且获得了在UAV飞行期间的最佳悬停位置,悬停时间和传输功率。实验结果表明,该方案获得的最佳溶液可以有效地最小化系统AOI。

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