DocumentCode
2741936
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
fYear
2011
fDate
1-4 Nov. 2011
Firstpage
750
Lastpage
754
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Lightning (APL), 2011 7th Asia-Pacific International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4577-1467-2
Type
conf
DOI
10.1109/APL.2011.6110227
Filename
6110227
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