Smart context subsampling on-device system
US11507172B2 · kind B2 · utility
2Cited by
6References
16Claims
0Family size
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Key dates
| Filing date | Dec 29, 2017 |
| Grant date | Nov 22, 2022 |
| Priority date | — |
| Expiry date | Aug 23, 2039 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY02D30/70
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present disclosure provides a system for intelligently sampling information, such as location, activities, etc. on device. Sampling and uploading of background context is optimized using machine learning, such that battery usage is reduced, and quality of metrics based on the reported information is maintained or improved. A policy is generated based on the machine learning, the policy dictating how scanning and upload rates should change in response to conditions on the device.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.