无人机辅助短包隐蔽数据采集

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Fangtao Yang;Nan Zhao;Mingqian Liu;Na Deng;Arumugam Nallanathan
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引用次数: 0

摘要

本文调查了无人机(UAV)辅助的短包隐蔽数据收集,其中一架无人机从多个地面物联网(IoT)设备收集私人信息,地面管理员检测物联网设备是否正在传输。首先考虑监测器的位置和通道的不确定性,对隐蔽边界进行了分析。然后,通过共同确定设备调度、物联网设备发射功率和受隐蔽性约束的无人机飞行轨迹,建立了以最小平均隐蔽传输速率最大化的优化问题。提出了一种基于块坐标下降和连续凸优化的迭代次优算法来解决非凸问题。仿真结果验证了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UAV-Aided Short-Packet Covert Data Collection
This correspondence investigates an unmanned aerial vehicle (UAV)-assisted short-packet covert data collection, where one UAV collects private information from multiple ground Internet of Things (IoT) devices and a ground warden detects if IoT devices are transmitting. The covertness bounding is first analyzed with the consideration of the location and channel uncertainties of the warden. Then, an optimization problem is formulated to maximize the minimum average covert transmission rate by jointly determining the device scheduling, the transmit power of IoT devices and the trajectory of UAV subject to the covertness constraint. We propose an iterative suboptimal algorithm based on the block coordinate descent and successive convex optimization to tackle the non-convex problem. The effectiveness of the proposed scheme is validated via simulation results.
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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