Intelligent adaptive sleep system based on multi-sensor fusion and ai algorithms
The intelligent adaptive sleep system, which integrates multi-sensor fusion and AI algorithms, constructs a fully closed-loop management system. This solves the problem that existing systems cannot dynamically optimize and adjust, achieving high-precision sleep state monitoring and personalized control, thus improving the user experience.
Patent Information
- Application Number
- CN202610486241.4
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-04-14
- Publication Date
- 2026-07-17
AI Technical Summary
Existing smart sleep systems cannot dynamically optimize their adjustment strategies based on individual user differences, long-term sleep habits, and physical conditions, resulting in reduced effectiveness.
By employing multi-sensor fusion and AI algorithms, a fully closed-loop sleep management system is constructed, including a multimodal sensing acquisition module, an edge-cloud collaborative processing module, an AI adaptive decision-making module, and a multi-actuator control module. Combined with a lightweight CNN-BiGRU sleep staging model and a reinforcement learning adaptive control model, personalized intervention strategies are realized.
It improves the accuracy of sleep state monitoring and the effectiveness of personalized adjustment, enhancing user comfort and the system's adaptability.
Smart Images
Figure CN122398231A_ABST
Abstract
Citation Information
Patent Citations
Adaptive sleeping environment adjustment method and adaptive sleeping environment adjustment system
CN106896733A