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eess.SP2022★ 6 cited
Quickest Anomaly Detection in Sensor Networks With Unlabeled Samples
Zhongchang Sun, Shaofeng Zou
The problem of quickest anomaly detection in networks with unlabeled samples is studied. At some unknown time, an anomaly emerges in the network and changes the data-generating dis…
eess.SP2022
Kernel Robust Hypothesis Testing
Zhongchang Sun, Shaofeng Zou
The problem of robust hypothesis testing is studied, where under the null and the alternative hypotheses, the data-generating distributions are assumed to be in some uncertainty se…
eess.SP2022★ 13 cited
Quickest Change Detection in Anonymous Heterogeneous Sensor Networks
Zhongchang Sun, Shaofeng Zou, Ruizhi Zhang +1
The problem of quickest change detection (QCD) in anonymous heterogeneous sensor networks is studied. There are heterogeneous sensors and a fusion center. The sensors are clust…