Method for controlling output of a classification algorithm
First Claim
1. A method for controlling output of a classification algorithm which classifies an occupant of a seat in a vehicle, comprising:
- obtaining data about weight of the occupant;
using a processor for classifying the occupant and outputting a current classification using weight data;
conducting multiple re-classifications of the occupant using weight data;
determining a substantially consecutive period of time that the occupant has been classified or re-classified as the current classification;
setting a comparison threshold as the lesser of the consecutive period of time that the occupant has been classified or re-classified as the current re-classification or a predetermined maximum time value;
determining a substantially consecutive period of time that the occupant has been classified differently than the current classification; and
changing the current classification only when the consecutive period of time that the occupant has been classified differently than the current classification is greater than the comparison threshold.
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Accused Products
Abstract
Method for controlling output of a classification algorithm which classifies an occupant of a seat in a vehicle in which a bladder or other type of weight sensor is arranged in a bottom cushion of the seat, data relating to the pressure exerted by the occupant on the bottom cushion is obtained from the weight sensor, the occupant is initially classified, a current classification is output using data from the weight sensor, the occupant is periodically re-classified using data from the weight sensor, and a classification change is allowed only upon obtaining evidence of a new classification which is greater than evidence of the current classification. The classification change may be enabled by determining a substantially consecutive period of time when the re-classification is unchanged and different from the current classification, and enabling the classification change upon when the consecutive period of time is greater than a threshold.
34 Citations
23 Claims
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1. A method for controlling output of a classification algorithm which classifies an occupant of a seat in a vehicle, comprising:
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obtaining data about weight of the occupant; using a processor for classifying the occupant and outputting a current classification using weight data; conducting multiple re-classifications of the occupant using weight data; determining a substantially consecutive period of time that the occupant has been classified or re-classified as the current classification; setting a comparison threshold as the lesser of the consecutive period of time that the occupant has been classified or re-classified as the current re-classification or a predetermined maximum time value; determining a substantially consecutive period of time that the occupant has been classified differently than the current classification; and changing the current classification only when the consecutive period of time that the occupant has been classified differently than the current classification is greater than the comparison threshold. - View Dependent Claims (2, 3, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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4. A method for controlling output of a classification algorithm which classifies an occupant of a seat in a vehicle, comprising:
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arranging a spatial sensor system to generate a field over a bottom cushion of the seat and in which the occupant is expected to be situated; obtaining data about the occupant from the spatial sensor system; using a processor for classifying the occupant and outputting a current classification using data about the occupant from the spatial sensor system; conducting multiple re-classifications of the occupant using data about the occupant from the spatial sensor system; determining a substantially consecutive period of time that the occupant has been classified or re-classified as the current classification; setting a comparison threshold as the lesser of the consecutive period of time that the occupant has been classified or re-classified as the current re-classification or a predetermined maximum time value; determining a substantially consecutive period of time that the occupant has been classified differently than the current classification; and changing the current classification only when the consecutive period of time that the occupant has been classified differently than the current classification is greater than the comparison threshold. - View Dependent Claims (5, 6, 7)
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21. A method for controlling output of a classification algorithm which classifies an occupant of a seat in a vehicle, comprising:
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using a processor for classifying the occupant and outputting a current classification; conducting multiple re-classifications of the occupant to obtain a tentative re-classification each time; after each re-classification in which the tentative re-classification of the occupant is the same as the current classification, determining a substantially consecutive period of time that the occupant has been classified or re-classified as the current classification; when the consecutive period of time exceeds a predetermined maximum time value, fixing the consecutive period of time that the occupant has been classified or re-classified as the current classification as the predetermined maximum time value; and after each re-classification in which the tentative re-classification of the occupant is not the same as the current classification, determining a substantially consecutive period of time that the occupant has been classified as the tentative re-classification, and changing the current classification to the tentative re-classification of the occupant only when the consecutive period of time that the occupant has been classified as the tentative re-classification is greater than the consecutive period of time that the occupant has been classified as the current classification. - View Dependent Claims (22, 23)
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Specification