An intelligent and modular sensing system for Augmented Reality application

Md. Fasiul Alam, S. Katsikas, S. Hadjiefthymiades
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引用次数: 1

Abstract

The scientific objective of this paper is to describe an innovative architecture of modular form in sensing and supervision system. In our study, a maintenance work at ATLAS detector in Large Hadron Collider at European Organization for Nuclear Research (CERN), Geneva, Switzerland has been considered. The research challenges lie in the development of real-time data-transmission, instantaneous analysis of data coming from different inputs, local intelligences in low power embedded system, interaction with augmented reality in multiple on-site users, complex interfaces, and portability. The proposed architecture is allocated with modular form. The prototype of this modular device is named a PSS (Personnel Supervision System) module. The hardware of the modular system includes with many sensor modules, cameras, IMU (Inertial Measurement Unit) sensors, processors, Wi-Fi module, laser, LED light plus its associated software. The mobile PSS module is responsible for local data processing for various sensors, image processing, 3D pose estimation, audio data acquisition, visualization and wireless interfaced devices. The advantage of modular concept is that it can work independently or together. The Head Mounted Display (HMD) includes HW and SW to communicate the augmented reality content to the user and to display visual information on a worker's field of view (FOV). The module serves as a supervision post, providing sensor data, video and audio stream to the supervisor. It stores data and provide the means for the supervisor to easily communicate and instruct the worker. It decides, selects and serves the AR (Augmented) content on multiple PTUs, automatically or with minor supervisor intervention. The development of this system to be compatible with a wearable use in a highly challenging environment presents an excellent opportunity to integrate today's leading technical knowledge in a product which can become accessible to industry and general public. This study is a part of the EDUSAFE project, a Marie Curie ITN project focusing on research into the use of Virtual and Augmented Reality (VR/AR) during planned and emergency maintenance in extreme environments.
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用于增强现实应用的智能模块化传感系统
本文的科学目标是描述一种模块化形式的传感与监控系统的创新架构。本文对位于瑞士日内瓦的欧洲核子研究组织(CERN)大型强子对撞机ATLAS探测器的维修工作进行了研究。研究挑战在于开发实时数据传输、不同输入数据的瞬时分析、低功耗嵌入式系统的局部智能、多现场用户与增强现实的交互、复杂界面和可移植性。提出的体系结构以模块化形式分配。这种模块化装置的原型被命名为PSS(人事监督系统)模块。模块化系统的硬件包括许多传感器模块、摄像头、IMU(惯性测量单元)传感器、处理器、Wi-Fi模块、激光、LED灯及其相关软件。移动PSS模块负责各种传感器的本地数据处理、图像处理、3D姿态估计、音频数据采集、可视化和无线接口设备。模块化概念的优点是它可以独立工作,也可以一起工作。头戴式显示器(HMD)包括硬件和软件,用于向用户传达增强现实内容,并在工作人员的视野(FOV)上显示视觉信息。该模块作为监控站,向监控员提供传感器数据、视频和音频流。它可以存储数据,并为主管提供方便的沟通和指导工人的手段。它决定、选择并在多个ptu上提供AR(增强)内容,自动或少量主管干预。该系统的开发与高度具有挑战性的环境中的可穿戴设备兼容,为将当今领先的技术知识集成到一种产品中提供了一个绝佳的机会,这种产品可以为工业和公众所使用。这项研究是EDUSAFE项目的一部分,EDUSAFE是Marie Curie ITN的一个项目,重点研究在极端环境下的计划和紧急维护中使用虚拟和增强现实(VR/AR)。
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