While current onboard state estimation methods are adequate for most driving and safety-related applications, they do not provide insights into the interaction between tires and road surfaces. This paper explores a novel communication concept for efficiently transmitting integrated wheel sensor data from an ESP32 microcontroller. Our proposed approach utilizes a publish-subscribe system, surpassing comparable solutions in the literature regarding data transmission volume. We tested this approach on a drum tire test rig with our prototype sensors system utilizing a diverse selection of sample frequencies between 1 Hz and 32 000 Hz to demonstrate the efficacy of our communication concept. The implemented prototype sensor showcases minimal data loss, approximately 0.1% of the sampled data, validating the reliability of our developed communication system. This work contributes to advancing real-time data acquisition, providing insights into optimizing integrated wheel sensor communication.
翻译:尽管当前的车辆状态估计方法能满足大多数驾驶及安全相关应用的需求,但无法揭示轮胎与路面之间的相互作用机理。本文探索了一种新型通信方案,用于高效传输ESP32微控制器收集的一体化轮式传感器数据。所提方法采用发布-订阅系统机制,在数据传输容量方面超越了现有文献中的同类方案。我们通过鼓轮轮胎试验台对原型传感器系统进行了测试,采用1 Hz至32 000 Hz区间内多样化的采样频率,验证了该通信方案的有效性。原型传感器实测数据显示,采样数据丢失率约为0.1%,证实了所开发通信系统的可靠性。本研究为推进实时数据采集技术提供了新的思路,并为优化一体化轮式传感器通信系统提供了理论依据。