Distributed sensor data processing using multiple classifiers on multiple devices
DE602020072073T2Active Publication Date: 2026-05-13GOOGLE LLC
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Patent Information
- Application Number
- DE602020072073
- Authority / Receiving Office
- DE · DE
- Patent Type
- Patents
- Current Assignee / Owner
- Filing Date
- 2020-10-13
- Publication Date
- 2026-05-13
- Estimated Expiration
- 2040-10-13
AI Technical Summary
Technical Problem
Computing devices, such as wearable devices, face challenges with high energy consumption, heat generation, and short battery life due to energy-intensive operations like image and audio processing, which are uncomfortable to wear for extended periods.
Method used
Offload energy-intensive operations to a connected computing device or server via a wireless connection, using a low-power wearable device with a smaller machine learning model for initial detection, and a more powerful model on the computing device for complex processing.
Benefits of technology
Reduces power consumption, increases battery life, and decreases heat and weight, allowing the wearable device to be used for extended periods while maintaining performance and user experience.
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