用于高度自主农业机械中人的存在感知系统的热红外阵列。

IF 0.9 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Joe Dvorak, Benjamin Shacklett, Magdalen Barnes
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引用次数: 0

摘要

亮点:热红外阵列传感器可以探测到距离达3米的模拟人类存在。用于测试热红外阵列的模拟人体模型需要加热。测试模型的设计应包括服装、个人防护装备和改变热量分布的特征。在关键距离处,匹配像素可观测区域和加热区域的预期大小是至关重要的。摘要:本项目采用两组低成本热红外阵列(TPAM 166 L3.9阵列和AMG8833阵列)作为16像素阵列进行实验。对这些传感器进行了测试,以确定它们对模拟人体模型的检测能力。TPAM 166 L3.9用一个加热的、充满水的、穿着衣服的、代表站立的成年人的模型进行了测试。AMG8833测试了加热和非加热版本的ISO 18497模拟人体模型,代表一个坐着的人。这些传感器能够在距离传感器3米的距离内对加热模型做出响应。未加热的人体模型没有产生反应。对于加热的模型,如果传感器可以看到模型中最温暖的部分,则在较短的距离内检测强度会增加。当模型的温暖部分接近传感器时,受影响的像素数量和它们检测到的温度增加。然而,当模拟人体模型靠近距离小于1.5米时,如果传感器聚焦在模型的覆盖部分,则检测下降。对于部署,考虑到PPE、服装和操作方面的考虑,像素可观察区域应与加热区域的预期大小相匹配。关键是要考虑像素可观察区域和像素响应水平,而不是传感器水平的特性,因为检测将发生在像素水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thermal Infrared Arrays for Human Presence Perception Systems in Highly Autonomous Agricultural Machinery.

Highlights: Thermal infrared array sensors can detect simulated human presence at distances up to 3m. Simulated human models for testing thermal infrared arrays need to be heated. Testing models should be designed to incorporate clothing, PPE, and features that change heat distribution. It is critical to match the pixel observable area and the expected size of heated regions at critical distances.

Abstract: This project consists of two sets of experiments using low-cost thermal infrared arrays-the TPAM 166 L3.9 array and the AMG8833, which were operated as 16-pixel arrays. These sensors were tested to determine how well they detected a simulated human model. The TPAM 166 L3.9 was tested with a heated, water-filled, clothed model representing a standing adult human. The AMG8833 was tested with a heated and non-heated version of the ISO 18497 simulated human model, which represented a seated human. These sensors were able to respond to heated models at distances up to 3 m from the sensor. The unheated human model did not produce a response. For heated models, the strength of the detection increases at shorter distances if the warmest parts of the model were visible to the sensor. As the warm parts of the model approached the sensors, the number of pixels impacted and the temperatures that they detected increased. However, detection decreased as the simulated human model approached at distances less than 1.5 m if the sensor was focused on a clothed section of the model. For deployment, the pixel observable area should match the expected size of heated regions considering PPE, clothing, and operational considerations. It is critical to consider pixel observable area and pixel response levels rather than the sensor level characteristics, as detection will occur at the pixel level.

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来源期刊
Journal of Agricultural Safety and Health
Journal of Agricultural Safety and Health PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
1.50
自引率
20.00%
发文量
10
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