Title
A New Abnormal Node Detection Method With Dynamic Hoeffding Test
Abstract
In this letter, we propose a new method based on the dynamic Hoeffding test that can distinguish the abnormal relay nodes from those with normal packet loss in wireless communications. An asymptotic analysis of the detection performance on the Hoeffding test is conducted to determine the new dynamic detection threshold for decreasing the total probability of errors. With the theoretical guarantees, both false alarm and missed detection probabilities of the proposed scheme converge <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">exponentially</i> as the number of detection periods increases. Simulation results validate our analysis and demonstrate the superior detection performance of the proposed method.
Year
DOI
Venue
2022
10.1109/LWC.2022.3167827
IEEE Wireless Communications Letters
Keywords
DocType
Volume
Wireless relay networks,abnormal node detection,Hoeffding test,asymptotic analysis
Journal
11
Issue
ISSN
Citations 
8
2162-2337
0
PageRank 
References 
Authors
0.34
9
3
Name
Order
Citations
PageRank
Yingying Huangfu100.68
Liang Zhou23411.05
Fan Zhou310123.20