Distributed sensor data processing using multiple classifiers on multiple devices

DE602020072073T2Active Publication Date: 2026-05-13GOOGLE LLC
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Patent Information

Authority / Receiving Office
DE · DE
Patent Type
Patents
Current Assignee / Owner
GOOGLE LLC
Filing Date
2020-10-13
Publication Date
2026-05-13

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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