虚拟现实驾驶仿真中驾驶员活动识别

2017 8th International Conference on Information and Communication Systems (ICICS) Pub Date : 2017-04-01 DOI:10.1109/IACS.2017.7921955

O. Halabi, Sara Fawal, Eman Almughani, Lina Al-Homsi

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引用次数: 11

摘要

在这项研究中，我们设计了一种基于被动测量身体姿势的驾驶员活动识别座椅，该方法使用两个力传感器阵列来检测驾驶员座椅和靠背上显示的压力模式。通过测试座椅传感器的分布，找到最合适的分布，使座椅识别更加准确。为验证沉浸式环境下车辆识别的准确性，开发了虚拟现实(VR)驾驶仿真系统。通过实验测试了该系统在现实环境和虚拟现实环境下的姿态识别精度。结果表明，该系统能够以不同的准确率识别十种不同的姿势。VR沉浸式驾驶环境增强了对某些姿态的识别精度。

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Driver activity recognition in virtual reality driving simulation

In this research, we present the design of a driving seat with driver activities recognition based on a passive method for measuring body-postures by using two force sensor arrays to inspect the pressure patterns exhibited in driver's seat and backrest. The seat is designed by testing the sensors distribution to find the most suitable distribution to make the recognition more accurate. A Virtual Reality (VR) driving simulation is developed to test the accuracy of recognition in immersive environment. Experiments carried out to test the posture recognition accuracy in both realistic setting and VR setting. The result showed that the system was able to recognize ten different postures with various accuracy ratio. The VR immersive driving environment enhanced the accuracy recognition in some postures.

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2017 8th International Conference on Information and Communication Systems (ICICS)

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