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Real-time reconstruction of footprint positions using an 'intelligent carpet' imaging sensor

机译:使用“智能地毯”成像传感器实时重建足迹位置

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Fast real-time reconstruction of the position of footprints on an "intelligent carpet" sensor is achieved on a Field-Programmable Gate Array (FPGA) by parallel computation based on the previously introduced Parallel Center-of-Mass Algorithm (PCoMA). Its performance with synthetic data (numerical phantoms) as well as with data measured with a Photonic Guided-Path Tomography (PGPT) sensor head shows that position error in the order of 10-2 is achievable at tens of kHz frame rate. Additional data processing is possible on the unused FPGA resources to allow efficient streaming of sensor information. This suggests that low-cost, large area PGPT floor sensors can be installed and used in community environments for unobtrusive long-term monitoring of gait stability and changes with age or due the onset of illness.
机译:通过基于先前引入的并行质量算法(Pcoma)的并行计算,在现场可编程门阵列(FPGA)上实现了在“智能地毯”传感器上的脚印位置的快速实时重建。其具有合成数据(数值幽灵)的性能以及用光子引导路径断层扫描(PGPT)传感器头测量的数据表示,在数十的KHz帧速率下可实现10-2的位置误差。在未使用的FPGA资源上可以进行额外的数据处理,以允许有效的传感器信息流。这表明低成本,大面积PGPT地板传感器可以安装和使用,以便在社区环境中用于对步态稳定性的不引人注目的长期监测,并且随着年龄的变化或疾病发生。

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