摘要
针对目前通信局房及其内部通信设施资源数字化工作,提出一套完整的基于人工智能的技术方案,详细论述了SLAM、三维重建、三维语义分割、目标检测、OCR识别等技术在通信机房三维重建、机柜设备属性与标签识别等方面的应用。通过本技术方案,实现通信基础设施三维重建、现场环境AR再现及设备信息的自动识别,从而建立和完善通用的行业基础设施三维智能化平台。基于此平台,可助推行业“规建维优营”的工作模式革新,推进无人化勘察运维,为通信工程设计企业的数字化转型打下坚实的基础。
In the view of the digitization of the telecommunication station and its internal communication facilities resources,it proposes a complete artificial intelligence-based solutions,and discusses the application of SLAM,3D reconstruction,3D semantic segmentation,object detection,OCR and other technologies in the 3D reconstruction of telecommunication station,cabinet equipment attributes and label identification in detail.This solution realizes the 3D reconstruction of the communication infrastructure,the AR reproduction of the actual environment and the automatic identification of equipment information,thereby establishing and perfecting a general industry infrastructure 3D intelligent platform.Based on this platform,it can promote the reform of the working mode of planning,construction,and maintenance,promote unmanned reconnaissance and maintenance,and lay a solid foundation for the digital transformation of communication engineering design enterprises.
作者
王政
竹梦圆
武欢
陈亚峰
Wang Zheng;Zhu Mengyuan;Wu Huan;Chen Yafeng(China Information Technology Designing&Consulting Institute Co.,Ltd.,Beijing 100048,China;China Information Technology Designing&Consulting Institute Co.,Ltd.Zhengzhou Branch,Zhengzhou 450007,China)
出处
《邮电设计技术》
2021年第6期29-34,共6页
Designing Techniques of Posts and Telecommunications
关键词
人工智能
通信局房
三维重建
数字化
Artificial intelligence
Telecommunication station
3D reconstruction
Digitization
