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In the same way, off-road vehicles can benefit from ADAS systems to improve the security of drivers and workers in industrial settings. In this work, we study, design, and develop a novel security system to be integrated into industrial vehicles. This system is built to provide one-way Human Computer Interaction, from the computer to the human, so providing, through the interaction with the ADAS system, feedback to drivers about their surroundings, such as nearby workers, and thus helping to avoid collisions and prevent incidents. The study evaluates the quality of different feedback mechanisms, with the goal of designing the ADAS that produces the best User eXperience (UX). These feedback mechanisms are generated by LEDs in different display formats and colors, as well as with haptic feedback. We created a hybrid testbed using a realistic ADAS and a forklift simulator, integrating the system into a physical structure that resembles an industrial vehicle (a forklift) and used a computer-based simulation of a warehouse to gather the information from users. We performed a study with 36 people for the evaluation of the different feedback mechanisms tested, evaluating the results both from an objective point of view based on the results of the simulation, and a subjective point of view through a questionnaire and the stress of the users in each test.<\/jats:p>","DOI":"10.1007\/s12193-024-00435-y","type":"journal-article","created":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T15:01:55Z","timestamp":1717858915000},"page":"179-194","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Testing driver warning systems for off-road industrial vehicles using a cyber-physical simulator"],"prefix":"10.1007","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0803-1672","authenticated-orcid":false,"given":"Dan","family":"Garcia-Carrillo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5042-8684","authenticated-orcid":false,"given":"Roberto","family":"Garcia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6381-5459","authenticated-orcid":false,"given":"Xabiel G.","family":"Pa\u00f1eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0697-8574","authenticated-orcid":false,"given":"Filipa","family":"Mourao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8251-5646","authenticated-orcid":false,"given":"David","family":"Melendi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6804-7428","authenticated-orcid":false,"given":"Victor","family":"Corcoba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0041-8939","authenticated-orcid":false,"given":"Sara","family":"Paiva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,6,8]]},"reference":[{"key":"435_CR1","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.ssci.2013.07.017","volume":"60","author":"S Saric","year":"2013","unstructured":"Saric S, Bab-Hadiashar A, Hoseinnezhad R, Hocking I (2013) Analysis of forklift accident trends within Victorian industry (Australia). 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