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RFID Indoor Location Identification for Construction Projects

机译:RFID室内地点施工项目

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Purpose: The purpose of this paper is to present an indoor location identification methodology using low cost passive Radio Frequency Identification (RFID) for construction projects. Method Location-aware information at construction sites is an emerging area, concerned with automating the delivery of spatial information on the location of materials, workforce, and equipment. This spatial information can provide knowledge on construction project status. Most RFID localization literature focuses on deploying active RFID tags, which are expensive and aimed at indoor localization. It has been experimented with in operating buildings but not on construction jobsites and with a different time span. For this paper low cost passive RFID-tags were used. Using this methodology, a number of passive RFID tags are distributed onsite where work is progressing and the user, such as the field superintendent, carries a mobile RFID-reader. The indoor construction work-active area is divided into exclusive zones for tracking. Each passive RFID-tag is used as a reference point with known location (LANDMARK) within a predefined zone. The reference tag's known location is used to estimate the location of the user. The methodology uses Received Signal Strength Indicator (RSSI) as the main attribute for signal measurement to process the reader captured data. Two localization algorithms (Trilateration and Proximity) were used to identify the user location. After identifying the user's location, the user can take snapshots with a camera and write comments about onsite activities. The collected data will be then attached to the as-planned project schedule and related CAD drawings automatically at the identified location. This data is used to represent actual progress, which is then compared to as-planned baseline progress using earned value analysis. Results & Discussion An actual construction jobsite was used to build 5 test beds at different locations and different construction time spans. Experiments were conducted on the test beds to compare the results obtained from Trilateration and Proximity algorithms. The results shows mean error equals to 1 m for Trilateration method with standard deviation of 0.4 m and for Proximity method mean error equals to 1.76 m with standard deviation of 0.5 m. Indoor location identification could be utilized for tracking the project status.
机译:目的:本文的目的是使用低成本无源射频识别(RFID)的室内位置识别方法进行建筑项目。方法在施工地点的位置感知信息是一个新兴区域,涉及自动化材料,劳动力和设备的位置的空间信息。此空间信息可以提供施工项目状态的知识。大多数RFID本地化文献侧重于部署有源RFID标签,这昂贵且旨在室内定位。它已经在经营建筑物中进行了实验,但不在施工求职和不同的时间跨度。对于本文,使用低成本的无源RFID标签。使用这种方法,许多被动RFID标签在现场分布在工作正在进行的地方并且用户(例如现场主管)携带移动RFID读者。室内施工工作台分为追踪的独家区。每个被动RFID标签用作具有预定义区域内的已知位置(地标)的参考点。参考标签的已知位置用于估计用户的位置。该方法使用接收信号强度指示符(RSSI)作为用于处理读取器捕获数据的信号测量的主要属性。两个本地化算法(三边形和接近)用于识别用户位置。在识别用户的位置后,用户可以使用相机拍摄快照,并对现场活动写入评论。然后将在所识别的位置自动附加所收集的数据并自动附加到有计划的项目计划和相关的CAD图纸。该数据用于表示实际进度,然后使用赚取的值分析与各种基线进度进行比较。结果与讨论,实际建筑就业机构用于在不同地点和不同的施工时间跨度建造5个测试床。在试验床上进行实验,以比较从三边和接近算法获得的结果。结果显示平均误差等于1μm,三种三边方法具有0.4米的标准偏差,对于接近方法,误差等于1.76米,标准偏差为0.5米。室内位置识别可用于跟踪项目状态。

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