PATENT CLAIM ANALYSIS

Application Number: 15893959
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["382", "103000"]

Abstract:
A computing device updates an estimate of one or more principal components for a next observation vector. An initial observation matrix is defined with first observation vectors. A number of the first observation vectors is a predefined window length. Each observation vector of the first observation vectors includes a plurality of values. A principal components decomposition is computed using the initial observation matrix. The principal components decomposition includes a sparse noise vector s, a first singular value decomposition vector U, and a second singular value decomposition vector ν for each observation vector of the first observation vectors. A rank r is determined based on the principal components decomposition. A next principal components decomposition is computed for a next observation vector using the determined rank r. The next principal components decomposition is output for the next observation vector and monitored to determine a status of a physical object.

Claim (Index 1):
A non-transitory computer-readable medium having stored thereon computer-readable instructions that when executed by a computing device cause the computing device to:\n define an initial observation matrix with a first plurality of observation vectors, wherein a number of the first plurality of observation vectors is a predefined window length, wherein each observation vector of the first plurality of observation vectors includes a plurality of values, wherein each value of the plurality of values is associated with a variable to define a plurality of variables, wherein each variable of the plurality of variables describes a characteristic of a physical object; compute a principal components decomposition using the defined initial observation matrix, wherein the principal components decomposition includes a sparse noise vector s, a first singular value decomposition vector U, and a second singular value decomposition vector \u03bd for each observation vector of the first plurality of observation vectors; determine a rank r based on the computed principal components decomposition; compute a next principal components decomposition for a next observation vector using the determined rank r; output the computed next principal components decomposition for the next observation vector; and monitor the output next principal components decomposition to determine a status of the physical object.

Metadata:
- Claim Count in Document: 28.0
- Percentile: 88.0
- Lexical Diversity: 2.49206
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15894002', '15390164', '13355335', '11422814', '15335530']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3515826788865835
- 35 USC 102 Novelty (BERT): 0.6269385645270564
- Combined Prediction Score: 0.3791182674506309
- Mean Citation Score: 307.407148
- Max Citation Score: 628.1641
- Similarity Product: 514.2296963437676

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test