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Research on Visual Spherical Mobile Robot System Based on Object Autonomous Recognition

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Communications, Signal Processing, and Systems (CSPS 2023)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 1033))

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Abstract

In order to solve the shortcomings of the traditional spherical robot, such as less application scenarios, poor practicability and high cost, a spherical mobile robot system with visual object autonomous recognition is designed. The hardware structure of the robot mainly includes high-definition image acquisition bpi-d1, sensor data fusion processing master STM32F103, motor drive, Bluetooth transmission and power management. In order to complete the self-balancing state of the robot in the moving process, the PID control algorithm is designed. In terms of software, the overall functional flow design and self-balancing control flow design of the robot are completed. Through the system software and hardware test, it can be seen that the average maximum deflection angle of the robot's non-interference self-balancing is about 19.86°, the maximum average deflection angle of the disturbed self-balancing is about 23.86°, the average self-balancing time is about 1.78 s, and the disturbed self-balancing time is within 3S, which meets the original design intention of the robot.

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References

  1. Zhang Z, Li S, Luo S (2013) Composite guidance laws based on sliding mode control with impact angle constraint and autopilot lag. Trans Inst Meas Control 35(6):764–776

    Article  Google Scholar 

  2. Kumar SR, Rao S, Ghose D (2012) Sliding-mode guidance and control for all-aspect interceptors with terminal angle constraints. J Guid Control Dyn 35(4):1230–1246

    Article  Google Scholar 

  3. Feng Y, Yu X, Man Z (2002) Non-singular terminal sliding mode control of rigid manipulators. Automatica 38(12):2159–2167

    Article  MathSciNet  Google Scholar 

  4. Yang L, Yang J (2011) Nonsingular fast terminal sliding-mode control for nonlinear dynamical systems. Int J Robust Nonlinear Control 21(16):1865–1879

    Article  MathSciNet  Google Scholar 

  5. Zhang Z, Li S, Luo S (2013) Terminal guidance laws of missile based on ISMC and NDOB with impact angle constraint. Aerosp Sci Technol 31(1):30–41

    Article  Google Scholar 

  6. Han J (2009) From PID to active disturbance rejection control. IEEE Trans Ind Electron 56(3):900–906

    Article  Google Scholar 

  7. Guo BZ, Zhao ZL (2011) On convergence of tracking differentiator. Int J Control 84(4):693–701

    Article  MathSciNet  Google Scholar 

  8. Zhang J, Shao X, Zhang W, Na J (1998) Pathh of reinforcing transient performances for networked mobile robots over a single curve. IEEE Trans Instrum Meas 34(3):379–384

    Google Scholar 

  9. Ju T, Yu J, Ming C, Wang X, Gu X (2019) Three-dimensional integrated guidance and control for a STT missile based on improved RISE in series. IEEE Access 7, Article ID 137887

    Google Scholar 

  10. MengXiuyun S, Song Q (2012) Design and simulation of guidance law with angular constraint based on non-singular terminal sliding mode. Phys Procedia 25:1197–1204

    Article  Google Scholar 

  11. Kumar SR, Rao S, Ghose D (2014) Nonsingular terminal sliding mode guidance with impact angle constraints. J Guid Control Dyn 37(4):1114–1130

    Article  Google Scholar 

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Acknowledgements

This work was supported in part by Suzhou University Doctoral Research Initiation Fund Project 2023BSK023. Natural Research Science Institute of Anhui Provincial Department of Education 2022AH051379.

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Correspondence to Xiaomei Zhang .

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© 2024 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Liang, W., Zhang, X., Liu, W., Sun, H. (2024). Research on Visual Spherical Mobile Robot System Based on Object Autonomous Recognition. In: Wang, W., Liu, X., Na, Z., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2023. Lecture Notes in Electrical Engineering, vol 1033. Springer, Singapore. https://doi.org/10.1007/978-981-99-7502-0_27

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  • DOI: https://doi.org/10.1007/978-981-99-7502-0_27

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-99-7555-6

  • Online ISBN: 978-981-99-7502-0

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