This paper aims at improving the operation of water distribution networks (WDN) by developing a leak monitoring framework. To do that, an online statistical hypothesis test based on detection is proposed. The developed technique, so-called exponentially weighted reduced kernel generalized likelihood ratio (EW-ORKGLRT), addressed so that modeling phase performed using principal component analysi...

We consider Bayesian multiple statistical classification problem in the case where unknown source distributions are estimated from labeled training sequences, then estimates used as nominal a robust hypothesis test. Specifically, we employ DGL test due to Devroye et al. and provide non-asymptotic, exponential upper bounds on error probability of classification. The proposed simple evaluate reve...