Title :
Probabilistic interpretation of LDN confidence ellipses with reference to forensic applications
Author :
Grant, Michael D. ; McKechnie, Ian S. ; Jandrell, Ian R. ; Nixon, Ken J.
Author_Institution :
Sch. of Electr. & Inf. Eng., Univ. of the Witwatersrand, Johannesburg, South Africa
Abstract :
Data from lightning detection networks is often used for forensic purposes: to validate insurance claims or even to determine the cause of death. Stroke location and current estimates are subject to measurement error, and the dilution of precision is reported in terms of a median confidence ellipse and χ2 distribution. A method is presented to derive the probability density function from the reported statistics, and hence calculate cumulative probability densities. Two hypothetical cases are presented, with real lightning detection network data, to illustrate the obstacles constraining direct forensic application of the data.
Keywords :
atmospheric techniques; lightning; measurement errors; probability; LDN confidence ellipses; cumulative probability densities; direct forensic application; insurance claims; lightning detection networks; measurement error; median confidence ellipse; probability density function; real lightning detection network data; Accuracy; Ash; Covariance matrix; Equations; Forensics; Lightning; Sensors;
Conference_Titel :
Lightning (APL), 2011 7th Asia-Pacific International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4577-1467-2
DOI :
10.1109/APL.2011.6110227