PATENT CLAIM ANALYSIS

Application Number: 16128958
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-01
Patent Classification: ["340", "903000"]

Abstract:
One or more braking event detection computing devices and methods are disclosed herein based on fused sensor data collected during a window of time from various sensors of a mobile device found within an interior of a vehicle. The various sensors of the mobile device may include a GPS receiver, an accelerometer, a gyroscope, a microphone, a camera, and a magnetometer. Data from vehicle sensors and other external systems may also be used. The braking event detection computing devices may adjust the polling frequency of the GPS receiver of the mobile device to capture non-consecutive data points based on the speed of the vehicle, the battery status of the mobile device, traffic-related information, and weather-related information. The braking event detection computing devices may use classification machine learning algorithms on the fused sensor data to determine whether or not to classify a window of time as a braking event.

Claim (Index 12):
The method of  claim 8 , wherein the sensor data comprises information associated with one or more of: a speed of the vehicle, a location of the vehicle, or an acceleration of the vehicle.

Metadata:
- Claim Count in Document: 30.0
- Percentile: 97.0
- Lexical Diversity: 2.09091
- Patent Class: 340.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15709889', '15391986', '15263562', '15066406', '16018339']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6952094100812487
- 35 USC 102 Novelty (BERT): 0.5145487630945585
- Combined Prediction Score: 0.6771433453825797
- Mean Citation Score: 203.843906
- Max Citation Score: 280.36652000000004
- Similarity Product: 213.56715303727623

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