Control method and device of pool underwater step cleaning robot
By constructing a three-dimensional step model and combining a depth-deterministic policy gradient algorithm and an adaptive control model, the problems of unstable posture and insufficient cleaning power of existing cleaning robots in pool step environments are solved, achieving a more efficient cleaning effect.
Patent Information
- Application Number
- CN202511393369.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2025-09-28
- Publication Date
- 2026-01-13
- Estimated Expiration
- 2045-09-28
AI Technical Summary
Existing cleaning robots are difficult to adapt flexibly to pool steps of different sizes, resulting in poor posture stability, low cleaning power, and easy malfunctions.
A three-dimensional step model is constructed by scanning the target step area. An initial control strategy is generated using a depth deterministic policy gradient algorithm. Combined with sliding mode control, fuzzy control, and inverted pendulum control models, the robot's motion state and posture are optimized in real time to adapt to the cleaning process of the target step area.
This improves the robot's environmental adaptability and posture stability in complex underwater step environments, enhances cleaning efficiency and effectiveness, and solves the problem of insufficient adaptability of traditional cleaning equipment to unstructured step environments.
Smart Images

Figure CN120909298B_ABST
Abstract
Citation Information
Patent Citations
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