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 fir...

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Veröffentlicht in:IEEE transactions on vehicular technology Jg. 74; H. 4; S. 6662 - 6667
Hauptverfasser: Yang, Fangtao, Zhao, Nan, Liu, Mingqian, Deng, Na, Nallanathan, Arumugam
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.04.2025
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Algorithms
Autonomous aerial vehicles
Convexity
Covert communication
covert transmission rate
Data collection
Decoding
Error probability
Estimation error
Internet of Things
Optimization
Performance evaluation
short packet
Simulation
Trajectory
Uncertainty
unmanned aerial vehicle
Unmanned aerial vehicles
Upper bound
ISSN:0018-9545, 1939-9359
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Zusammenfassung: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.
Bibliographie:ObjectType-Article-1
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ISSN:0018-9545
1939-9359
DOI:10.1109/TVT.2024.3518692