The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 03, 2015

Filed:

Oct. 09, 2009
Applicants:

Lionel Tarassenko, Oxford, GB;

Alistair Hann, Oxford, GB;

Inventors:

Lionel Tarassenko, Oxford, GB;

Alistair Hann, Oxford, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06K 9/62 (2006.01); A61B 5/0205 (2006.01); A61B 5/00 (2006.01); G06F 19/00 (2011.01); G06K 9/00 (2006.01); A61B 5/021 (2006.01); A61B 5/0245 (2006.01); A61B 5/08 (2006.01); A61B 5/145 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6284 (2013.01); A61B 5/02055 (2013.01); A61B 5/6843 (2013.01); G06F 19/3443 (2013.01); G06F 19/36 (2013.01); G06K 9/00536 (2013.01); A61B 5/021 (2013.01); A61B 5/0245 (2013.01); A61B 5/0816 (2013.01); A61B 5/145 (2013.01); A61B 2560/0276 (2013.01);
Abstract

A method of obtaining a consistent evaluation of the state of the system which has been monitored by measurement of multiple parameters of that system. The multiple parameters are used to calculate a single dimensional value based on the distance between the current state and normal states of the system using a Parzen Windows probability function. Consistent single dimensional values regardless of the dimensionality of the original data set can be obtained by finding a relationship between the single dimensional value and the probability of status of the system. Different relationships are obtained for different dimensionalities of data sets. Sensor malfunction can also be detected by testing the probability of the state implied by measuring all of the available parameters against the probability of the state implied by ignoring different individual ones of the parameters. A significant disparity in the two probabilities indicate possible sensor malfunction.


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