PATENT CLAIM ANALYSIS

Application Number: 15969357
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["455", "522000"]

Abstract:
A data driven management device of a small cell network is provided, wherein the device includes a data receiver, a data processor and a data configurator. The data receiver receives parameters configured and managed from each of small cells. The data processor is configured to pre-process the received parameters to remove the unnecessary parameters and to calculate at least one performance result based on the pre-processed parameters. The data processor is further configured to establish a model based on at least one of the pre-processed parameters. The data processor determines the optimized parameter based on the best performance result of the model to determine a decision result. The data configurator is connected to the data processor and configures and manages the small cells based on the decision result.

Claim (Index 1):
A data driven management device of a small cell network, wherein the data driven management device manages ultra-dense small cells within an network system and comprises:\n a data receiver receiving configured and managed parameters from each of the small cells; a data processor connected to the data receiver, comprising:\n a data pre-processing module configured to pre-process the received parameters to remove unnecessary parameters and calculate at least one performance result based on the pre-processed parameters; \n a performance predicting model establishing module configured to establish a model based on at least one of the pre-processed parameters; and \n a self-optimizing parameter control module configured to determine an optimized parameter based on a best performance result of the performance predicting model to output a decision result; and \n a data configurator connected to the data processor, and configuring and managing each of the small cells based on the decision result.

Metadata:
- Claim Count in Document: 9.0
- Percentile: 93.0
- Lexical Diversity: 2.47273
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['14643389', '12634057', '16073330', '15808259', '14075516']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6683308436332086
- 35 USC 102 Novelty (BERT): 0.4845969168718779
- Combined Prediction Score: 0.6499574509570756
- Mean Citation Score: 144.76216000000005
- Max Citation Score: 158.37433
- Similarity Product: 102.53802982943115

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

Dataset: test