{"title":"利用手势和语音通信模式实现建筑施工中安全的人机交互","authors":"","doi":"10.1016/j.aei.2024.102827","DOIUrl":null,"url":null,"abstract":"<div><p>Drones are increasingly being used in the construction industry for numerous applications. However, their presence poses safety risks to construction workers who work around them but have limited control and information about these drones. To ensure safety, general construction workers who are not part of the pilot teams should also be able to communicate their concerns with drones effectively and naturally. Despite its importance, research on human-drone communication within construction for non-operator workers is scarce. This study developed and evaluated communication protocols using gesture and speech modalities to ensure safe human-drone interactions for non-operator workers in construction environments. An immersive VR environment replicating construction site dynamics was developed, enabling workers to utilize gesture or speech communication protocols while working with drones. A total of 100 participants were recruited for the user-centered study analysis on an immersive VR construction site, and the safety implications and cognitive loads of both protocols were assessed both quantitatively and qualitatively. The findings suggest that gesture-based communication is more effective than speech-based communication in mitigating risks and alleviating the negative impacts of drones without imposing additional cognitive strain on users on construction sites.</p></div>","PeriodicalId":50941,"journal":{"name":"Advanced Engineering Informatics","volume":null,"pages":null},"PeriodicalIF":8.0000,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using gesture and speech communication modalities for safe human-drone interaction in construction\",\"authors\":\"\",\"doi\":\"10.1016/j.aei.2024.102827\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Drones are increasingly being used in the construction industry for numerous applications. However, their presence poses safety risks to construction workers who work around them but have limited control and information about these drones. To ensure safety, general construction workers who are not part of the pilot teams should also be able to communicate their concerns with drones effectively and naturally. Despite its importance, research on human-drone communication within construction for non-operator workers is scarce. This study developed and evaluated communication protocols using gesture and speech modalities to ensure safe human-drone interactions for non-operator workers in construction environments. An immersive VR environment replicating construction site dynamics was developed, enabling workers to utilize gesture or speech communication protocols while working with drones. A total of 100 participants were recruited for the user-centered study analysis on an immersive VR construction site, and the safety implications and cognitive loads of both protocols were assessed both quantitatively and qualitatively. The findings suggest that gesture-based communication is more effective than speech-based communication in mitigating risks and alleviating the negative impacts of drones without imposing additional cognitive strain on users on construction sites.</p></div>\",\"PeriodicalId\":50941,\"journal\":{\"name\":\"Advanced Engineering Informatics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":8.0000,\"publicationDate\":\"2024-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Engineering Informatics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1474034624004750\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Engineering Informatics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1474034624004750","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE","Score":null,"Total":0}
Using gesture and speech communication modalities for safe human-drone interaction in construction
Drones are increasingly being used in the construction industry for numerous applications. However, their presence poses safety risks to construction workers who work around them but have limited control and information about these drones. To ensure safety, general construction workers who are not part of the pilot teams should also be able to communicate their concerns with drones effectively and naturally. Despite its importance, research on human-drone communication within construction for non-operator workers is scarce. This study developed and evaluated communication protocols using gesture and speech modalities to ensure safe human-drone interactions for non-operator workers in construction environments. An immersive VR environment replicating construction site dynamics was developed, enabling workers to utilize gesture or speech communication protocols while working with drones. A total of 100 participants were recruited for the user-centered study analysis on an immersive VR construction site, and the safety implications and cognitive loads of both protocols were assessed both quantitatively and qualitatively. The findings suggest that gesture-based communication is more effective than speech-based communication in mitigating risks and alleviating the negative impacts of drones without imposing additional cognitive strain on users on construction sites.
期刊介绍:
Advanced Engineering Informatics is an international Journal that solicits research papers with an emphasis on 'knowledge' and 'engineering applications'. The Journal seeks original papers that report progress in applying methods of engineering informatics. These papers should have engineering relevance and help provide a scientific base for more reliable, spontaneous, and creative engineering decision-making. Additionally, papers should demonstrate the science of supporting knowledge-intensive engineering tasks and validate the generality, power, and scalability of new methods through rigorous evaluation, preferably both qualitatively and quantitatively. Abstracting and indexing for Advanced Engineering Informatics include Science Citation Index Expanded, Scopus and INSPEC.