Affiliation:
1. Jewxon Intelligent Technology Co., Ltd., No. 293, Gongren East Road, Jiaojiang District, Taizhou 318000, China
2. School of Computer Science, Semyung University, 65 Semyung-ro, Jecheon-si 27136, Republic of Korea
Abstract
This paper mainly studies the structure and system of robot bionic eye. Given that most robots usually run on battery power, the STM32L053C8T6 with high efficiency and super low power consumption was selected as the main control. By carrying IMU, the bionic eye attitude data can be acquired quickly and accurately, and the measurement data of accelerometer and gyroscope can be fused by the algorithm to obtain stable and accurate bionic eye attitude data. Thus, the precise control of the motor can be realized through the drive control system equipped with PCA9685, which can enhance the motion control precision of robot bionic eye. In the present study, three kinds of IMU sensors, MPU6050, MPU9250, and WT9011G4K, were selected to carry out experiments. Finally, MPU9250 with better power consumption and adaptability is selected. This is the attitude acquisition device of bionic eye. In addition, three different filters, CF, GD, and EKF, were used for data fusion and comparison. The experimental result showed that the dynamic mean errors of CF, GD, and EKF are 0.62°, 0.61°, and 0.43°, respectively, and the static mean errors are 0.1017°, 0.1001°, and 0.0462°, respectively. The result showed that, after the use of EKF, the robot bionic eye system designed in this paper can significantly reduce the attitude angle error and effectively improve the image quality. It ensures accuracy and reduces power consumption and cost, which has lower requirements on hardware and is easier to popularize.
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering
Reference56 articles.
1. Applying SLAM Algorithm Based on Nonlinear Optimized Monocular Vision and IMU in the Positioning Method of Power Inspection Robot in Complex Environment;Wang;Math. Probl. Eng.,2022
2. DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings;Liang;Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.,2021
3. Pattern identification of different human joints for different human walking styles using inertial measurement unit (IMU) sensor;Semwal;Artif. Intell. Rev.,2022
4. Hardware development of the Yorick series of active vision systems;Sharkey;Microprocess. Microsyst.,1998
5. Optical Axis Control System as Unification of Reflex and Pursuit Eye Movements;Wakamatsu;Trans. Electron. Inf. Syst.,1997
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