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Out of Position Driver Monitoring from Seat Pressure in Dynamic Maneuvers

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Intelligent Human Systems Integration 2019 (IHSI 2019)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 903))

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Abstract

An airbag system is designed to reduce the accident outcome on the car occupants. The airbags deployment against manikins is severely tested according to international regulations. The accident scenarios with Out of Position (OP) occupants are critical since they can be hardly expected during design. The airbag deployment in these scenarios can be improved by developing adaptive strategies, provided that the Airbag Control Unit must be aware of the actual occupant position. The present research investigates a sensor system to monitor the occupants in an interactive Human-Car system. The driver position is monitored by pressure sensors, while an accelerometer enables to compensate for acceleration and noise. Real driving experiments in dynamic conditions are reported. The results prove that three OP conditions are effectively identified.

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References

  1. Potula, S.R., Solanki, K.N., Oglesby, D.L., Tschopp, M.A., Bhatia, M.A.: Investigating occupant safety through simulating the interaction between side curtain airbag deployment and an out-of-position occupant. Accid. Anal. Prev. 49, 392–403 (2012)

    Article  Google Scholar 

  2. Recommended Procedures for Evaluating Occupant Injury Risk from Deploying Airbags. The Side Airbag Out-of-Position Injury Technical Working Group. Alliance, AIAM, AORC, and IIHS (2003)

    Google Scholar 

  3. Mon, Y.J.: Airbag controller designed by Adaptive-Network-Based Fuzzy Inference System (ANFIS). Fuzzy Sets Syst. 158(24), 2706–2714 (2007)

    Article  MathSciNet  Google Scholar 

  4. Ryan, S.: An innovative approach to adaptive airbag modules. SAE Technical Paper 980646 (1998)

    Google Scholar 

  5. Depottey, T.A., Schneider, D.W.: Airbag cushion with adaptive venting for reduced out-of-position effects. U.S. Patent 7,261,319, (2007)

    Google Scholar 

  6. Farmer, M.E., Jain, A.K.: Occupant classification system for automotive airbag suppression. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1, pp. I-I. Washington (2003)

    Google Scholar 

  7. Yang, J., Håland, Y.: Modeling of adaptive passenger airbag systems in car frontal crashes. In: International Technical Conference on the Enhanced Safety of Vehicles 1996, pp. 486–501. Melbourne (1996)

    Google Scholar 

  8. Borghi, G., Venturelli, M., Vezzani, R., Cucchiara, R.: Poseidon: Face-from-depth for driver pose estimation. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 5494–5503, Honolulu (2017)

    Google Scholar 

  9. Andreoni, G., Santambrogio, G.C., Rabuffetti, M., Pedotti, A.: Method for the analysis of posture and interface pressure of car drivers. Appl. Ergon. 33(6), 511–522 (2002)

    Article  Google Scholar 

  10. Vergnano, A., Leali, F.: Monitoring driver posture through sensorized seat. In: 1st International Conference on Human Systems Engineering and Design: Future Trends and Applications, Reims (2018)

    Google Scholar 

  11. Modena Automotive Smart Area, http://www.automotivesmartarea.it

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Correspondence to Alberto Vergnano .

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Vergnano, A., Leali, F. (2019). Out of Position Driver Monitoring from Seat Pressure in Dynamic Maneuvers. In: Karwowski, W., Ahram, T. (eds) Intelligent Human Systems Integration 2019. IHSI 2019. Advances in Intelligent Systems and Computing, vol 903. Springer, Cham. https://doi.org/10.1007/978-3-030-11051-2_12

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