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 23):
The method of  claim 18 , wherein computing the next principal components decomposition comprises removing an effect of an edge of the predefined window length.

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): 0.3594876908022842
- 35 USC 102 Novelty (BERT): 0.6051173179419688
- Combined Prediction Score: 0.3840506535162527
- Mean Citation Score: 307.407148
- Max Citation Score: 628.1641
- Similarity Product: 441.4434615932643

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

Dataset: test