TITLE:
Robust UAV Aided Data Collection for Energy-Efficient Wireless Sensor Network with Imperfect CSI
AUTHORS:
Xiaoying Fu, Yi Cen, Huilan Zou
KEYWORDS:
UAV, Data Collection, Wireless Sensor Network, Trajectory Optimization, Sparse Access
JOURNAL NAME:
Journal of Computer and Communications,
Vol.9 No.5,
May
31,
2021
ABSTRACT:
Due to its air superiority and high mobility, unmanned aerial vehicle (UAV) can obtain better line-of-sight (LoS) link transmission channel. Therefore, UAV assisted data collection for wireless sensor networks (WSNs) has become an important research direction. This paper intends to minimize the loss of WSNs for the robust data acquisition and communication assisted by UAV under the imperfect channel state information (CSI). On the premise of ensuring the completion of the communication task, we jointly optimize the wake-up schedule of SNs and the flight trajectory of the UAV, by considering the flight speed of the UAV and the sparse access of all sensor nodes (SNs) in WSN. Because the formulated optimization problem is a mixed integer nonconvex problem, we decompose the original problem into the efficient suboptimal solutions to overcome the difficulty of the optimization. Finally, the number of access node corresponding to the optimized operation time and access efficiency is induced for the entire WSN system efficiency improving. The simulation shows the performance gains of our proposed scheme and the influences of the system parameters are analyzed.