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.
Patent No.:
Date of Patent:
Nov. 10, 2020
Filed:
Sep. 17, 2015
Battelle Memorial Institute, Columbus, OH (US);
Kevin Mayhew, Abingdon, MD (US);
BATTELLE MEMORIAL INSTITUTE, Columbus, OH (US);
Abstract
A Support Vector Machine (SVM) classifier employs a kernel ƒ(x,y)∝ΠF(x,y) or ƒ(x,y)∝σF(x,y) where D is the dimensionality of Support Vectors xand vector y is a vector being classified, e.g. representing a message communicated on a Controller Area Network (CAN) bus of a vehicle. The SVM classifier comprises a microprocessor or microcontroller programmed to perform classification using the SVM classifier with at least some terms F(x,y) of the kernel ƒ(x,y) determined using a look-up table. For those terms F(x,y) of the kernel ƒ(x,y) determined using a look-up table, the dimension ycan only assume values defined by a finite set of values. In an embedded system, the microprocessor or microcontroller performs an embedded system function such as engine control, brake control, entertainment system operation, or so forth, or an embedded system function for a vehicle, ocean buoy, or satellite.
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