Unlock instant, AI-driven research and patent intelligence for your innovation.

Measurement and control method for balance car system based on camera road surface detection

A technology of road surface detection and measurement and control methods, which is applied in the direction of measuring devices, optical testing flaws/defects, instruments, etc., and can solve the problems of being unable to break through the limitations of a single sensor and stagnation in the research of manned self-balancing vehicles.

Active Publication Date: 2020-01-31
GUANGXI NORMAL UNIV
View PDF9 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, the manned self-balancing vehicles sold on the market or developed by research institutes are all modified and adjusted on the basis of traditional inertial sensors, and they have never been able to break through the limitations of a single sensor in measuring and calculating control signals. Not only has it led to a stagnation in the research of manned self-balancing vehicle technology, but it has also left a large blank area on safety issues

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Measurement and control method for balance car system based on camera road surface detection
  • Measurement and control method for balance car system based on camera road surface detection
  • Measurement and control method for balance car system based on camera road surface detection

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0096] The specific embodiments of the present invention will be further described below in conjunction with the accompanying drawings, but the present invention is not limited.

[0097] figure 1 Shows the specific flow chart of the present invention, a road surface evaluation scheme based on the combination of LBP features and inertial sensors and an improved balance car angle calculation method, and a method for gradient difference of the LBP texture feature statistics information collected in the road surface image by using the camera Get the texture distribution of the road surface, cooperate with the comparison difference before and after filtering of the inertial sensor, and calculate the weighted sum of the two to obtain a normalized estimate of the road surface disease degree, which is used to improve the inertial sensor calculation system of the self-balancing car, and finally calculate the road surface disease degree The estimated value is used as the basis for the s...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a balance car system measurement and control method based on camera pavement detection. Through a method for utilizing a camera to conduct gradient differential on LBP texture feature statistical information in an acquired pavement image, pavement texture distribution is obtained through a camera, and through the cooperation of a filtering before and after comparison difference of an inertial sensor, the pavement texture distribution and the filtering before and after comparison difference are weighted and summed to solve estimation of a normalized pavement disease degree and are finally used for improving an inertial sensor calculation system of a balance car, a Kalman filter is subjected to self-adaptive change in real time to achieve a more precise prediction angle, and meanwhile, a motor control strategy is selected according to a camera feedback value. Through the adoption of the balance car system measurement and control method based on the camera pavement detection, the pavement bump disease degree can be estimated and calculated, the convergence and precision of Kalman prediction are optimized by introducing vision, and a more stable motor control strategy is obtained; meanwhile, visual information acquired by a visual sensor can be further stored to meet a manual analysis or early warning processing requirement, human-computer interaction is enhanced, and the overall safety is improved.

Description

technical field [0001] The invention relates to the technical field of balancing car measurement and control, in particular to a method for measuring and controlling a balancing car system based on camera road surface detection. Background technique [0002] With the rapid development of the self-balancing vehicle market, a large number of inferior products are pouring out of the market, and safety accidents continue to occur frequently. It is very important to improve the robustness and practical range of the self-balancing vehicle control system. As one of the key technologies in balance control, vehicle attitude measurement determines whether the vehicle can achieve accurate balance. [0003] At present, the manned self-balancing vehicles sold on the market or developed by research institutes are all modified and adjusted on the basis of traditional inertial sensors, and they have never been able to break through the limitations of a single sensor in measuring and calcula...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G01N21/88
CPCG01N21/8851G01N2021/8887
Inventor 胡维平胡帆蒙佳欧纯洋
Owner GUANGXI NORMAL UNIV