PATENT CLAIM ANALYSIS

Application Number: 15880848
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["455", "446000"]

Abstract:
A Self-Organizing Network (SON) collects data pertaining to a first number of cells of a wireless network. The SON splits the collected data into a second number of groups, and, for each of the second number of groups, repeatedly set a third number of clusters to a different number between a low limit and a high limit. The SON, for each of the settings, clusters the cells into the third number of clusters and trains a deep neural network to perform a regression analysis on the third number of clusters. For each of the second number of groups, the SON also determines an optimum number of clusters based on the regression analyses, re-clusters the cells into the optimum number of clusters; and tunes engineering parameters based on the re-clustering to optimize performance of the wireless network and quality of experience pertaining to the wireless network.

Claim (Index 14):
The method of  claim 6 , wherein re-clustering the cells includes:\n applying the Hungarian Assisted Algorithm Clustering (HAAC) to different labels pertaining to different intervals at which the data are collected.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.52381
- Patent Class: 455.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15087129', '14924929', '15798661', '15648367', '12202646']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6822205604297225
- 35 USC 102 Novelty (BERT): 0.5025246477610531
- Combined Prediction Score: 0.6642509691628555
- Mean Citation Score: 132.21600999999998
- Max Citation Score: 133.88216
- Similarity Product: 71.51141671163559

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

Dataset: test