%0 Journal Article %T GPR-Based Water Leak Models in Water Distribution Systems %A David Ayala¨CCabrera %A Manuel Herrera %A Joaqu¨ªn Izquierdo %A Silvia J. Oca£¿a¨CLevario %A Rafael P¨¦rez¨CGarc¨ªa %J Sensors %D 2013 %I MDPI AG %R 10.3390/s131215912 %X This paper addresses the problem of leakage in water distribution systems through the use of ground penetrating radar (GPR) as a nondestructive method. Laboratory tests are performed to extract features of water leakage from the obtained GPR images. Moreover, a test in a real-world urban system under real conditions is performed. Feature extraction is performed by interpreting GPR images with the support of a pre-processing methodology based on an appropriate combination of statistical methods and multi-agent systems. The results of these tests are presented, interpreted, analyzed and discussed in this paper. %K water leak identification %K ground penetrating radar (GPR) %K non-destructive methods %K signal and image processing and analysis %K water supply systems %U http://www.mdpi.com/1424-8220/13/12/15912