Abstract
When developing XR applications for Industry 4.0, it is important to consider the integration of visual displays, hardware components, and multimodal interaction techniques that are compatible with the entire system. The potential use of multimodal interactions in industrial applications has been recognized as a significant factor in enhancing humans’ ability to perform tasks and make informed decisions. To offer a comprehensive analysis of the current advancements in industrial XR, this review presents a structured tutorial that provides answers to the following research questions: (R.Q.1) What are the similarities and differences between XR technologies, including augmented reality (AR), mixed reality (MR), Augmented Virtuality (AV), and virtual reality (VR) under Industry 4.0 consideration? (R.Q.2) What types of visual displays and hardware devices are needed to present XR for Industry 4.0? (R.Q.3) How did the multimodal interaction in XR perceive and relate to Industry 4.0? (R.Q.4) How have modern adaptations of XR technologies dealt with the theme of Industry 4.0? (R.Q.5) How can XR technologies in Industry 4.0 develop their services and usages to be more solution-inclusive? This review showcases various instances that demonstrate XR’s potential to transform how humans interact with the physical world in Industry 4.0. These advancements can increase productivity, reduce costs, and enhance safety.
- [1] . 2014. Augmenting breath regulation using a mobile driven virtual reality therapy framework. IEEE Journal of Biomedical and Health Informatics 18, 3 (2014), 746–752. Google ScholarCross Ref
- [2] . 2012. Understanding mid-air hand gestures: A study of human preferences in usage of gesture types for HCI. Microsoft Research TechReport MSR-TR-2012-111 2 (2012), 30.Google Scholar
- [3] . 2020. Augmentation of perceived sweetness in sugar reduced cakes by local odor display. In Companion Publication of the 2020 International Conference on Multimodal Interaction (Virtual Event, Netherlands) (
ICMI’20 Companion ). Association for Computing Machinery, New York, NY, USA, 322–327. Google ScholarDigital Library - [4] . 2020. Survey on deep neural networks in speech and vision systems. Neurocomputing 417 (2020), 302–321. Google ScholarCross Ref
- [5] . 2020. Real-time illumination and visual coherence for photorealistic augmented/mixed reality. ACM Comput. Surv. 53, 3, Article
49 (May 2020), 34 pages. Google ScholarDigital Library - [6] . 2019. BIM/MR-lean construction project delivery management system. In 2019 IEEE Technology Engineering Management Conference (TEMSCON). 1–6. Google ScholarCross Ref
- [7] . 2019. Virtual reality for design and construction education environment. AEI 2019: Integrated Building Solutions–The National Agenda (2019), 193–203. Google ScholarCross Ref
- [8] . 2020. From BIM to extended reality in AEC industry. Automation in Construction 116 (2020), 103254. Google ScholarCross Ref
- [9] . 2018. Wearable augmented reality and brain computer interface to improve human-robot interactions in smart industry: A feasibility study for SSVEP signals. In 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI). 1–5. Google ScholarCross Ref
- [10] . 2005. Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology 8, 1 (2005), 19–32. Google ScholarCross Ref
- [11] . 2021. Design, implementation, and metrological characterization of a wearable, integrated AR-BCI hands-free system for health 4.0 monitoring. Measurement 177 (2021), 109280. Google ScholarCross Ref
- [12] . 2019. Around the (virtual) world: Infinite walking in virtual reality using electrical muscle stimulation. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland UK) (CHI’19). Association for Computing Machinery, New York, NY, USA, 1–8. Google ScholarDigital Library
- [13] . 2019. A human-centered taxonomy of interaction modalities and devices. Interacting with Computers 31, 1 (
02 2019), 27–58. https://academic.oup.com/iwc/article-pdf/31/1/27/28666029/iwz003.pdfGoogle ScholarCross Ref - [14] . 2008. The multisensory perception of flavor. Consciousness and Cognition 17, 3 (2008), 1016–1031.Google ScholarCross Ref
- [15] . 2019. The application of virtual reality and augmented reality in oral & maxillofacial surgery. BMC Oral Health 19, 1 (2019), 1–8. Google ScholarCross Ref
- [16] . 2019. Role of immersive visualization tools in renewable energy system development. Renewable and Sustainable Energy Reviews 115 (2019), 109363. Google ScholarCross Ref
- [17] . 2018. Augment yourself through virtual mirror: The impact of self-viewing and narcissism on consumer responses. International Journal of Advertising 37, 3 (2018), 421–439. Google ScholarCross Ref
- [18] . 2020. Industry 4.0 technologies assessment: A sustainability perspective. International Journal of Production Economics 229 (2020), 107776. Google ScholarCross Ref
- [19] . 2020. A User Study on Mixed Reality Remote Collaboration with Eye Gaze and Hand Gesture Sharing. Association for Computing Machinery, New York, NY, USA, 1–13. Google ScholarDigital Library
- [20] Wided Batat. 2021. How augmented reality (AR) is transforming the restaurant sector: Investigating the impact of “Le petit chef” on customers’ dining experiences. Technological Forecasting and Social Change 172 (2021), 121013. Google ScholarCross Ref
- [21] . 2019. Exposure to a pleasant odour may increase the sense of reality, but not the sense of presence or realism. Behaviour & Information Technology 38, 12 (2019), 1369–1378. Google ScholarCross Ref
- [22] . 2021. The effects of virtual avatar visibility on pointing interpretation by observers in 3D environments. In 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). 50–59. Google ScholarCross Ref
- [23] . 2019. Resized grasping in VR: Estimating thresholds for object discrimination. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (New Orleans, LA, USA) (
UIST’19 ). Association for Computing Machinery, New York, NY, USA, 1175–1183. Google ScholarDigital Library - [24] . 2009. The virtual mirror: A new interaction paradigm for augmented reality environments. IEEE Transactions on Medical Imaging 28, 9 (2009), 1498–1510. Google ScholarCross Ref
- [25] . 2014. Extending building information models into game engines. In Proceedings of the 2014 Conference on Interactive Entertainment (Newcastle, NSW, Australia) (
IE2014 ). Association for Computing Machinery, New York, NY, USA, 1–8. Google ScholarDigital Library - [26] . 2006. The virtual showcase. In ACM SIGGRAPH 2006 Courses (Boston, Massachusetts) (
SIGGRAPH’06 ). Association for Computing Machinery, New York, NY, USA, 9–es. Google ScholarDigital Library - [27] . 2019. User-position aware adaptive display of 3D data without additional stereoscopic hardware. In Eleventh International Conference on Machine Vision (ICMV 2018), , , , and (Eds.), Vol. 11041. International Society for Optics and Photonics, SPIE, 142–148. Google ScholarCross Ref
- [28] . 2019. Emerging material technologies for haptics. Advanced Materials Technologies 4, 4 (2019), 1900042. Google ScholarCross Ref
- [29] . 1980. “Put-that-there”: Voice and gesture at the graphics interface. SIGGRAPH Comput. Graph. 14, 3 (
Jul. 1980), 262–270. Google ScholarDigital Library - [30] . 2016. Integrating scents simulation in virtual reality multisensory environment for industrial products evaluation. Computer-Aided Design and Applications 13, 3 (2016), 320–328. Google ScholarCross Ref
- [31] . 2022. Impact of full-body avatars in immersive multiplayer virtual reality training for police forces. IEEE Transactions on Games (2022), 1–1. Google ScholarCross Ref
- [32] . 2018. Using mixed reality for electrical construction design communication. Automation in Construction 86 (2018), 1–10. Google ScholarCross Ref
- [33] . 2019. Leveraging blowing as a directly controlled interface. In 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). 419–424. Google ScholarCross Ref
- [34] . 2020. State-of-the-art review on mixed reality applications in the AECO industry. Journal of Construction Engineering and Management 146, 2 (2020), 03119009. Google ScholarCross Ref
- [35] . 2018. Virtual Taste and Smell Technologies for Multisensory Internet and Virtual Reality. Springer.Google ScholarCross Ref
- [36] . 2016. Comparing the effect of audio and visual notifications on workspace awareness using head-mounted displays for remote collaboration in augmented reality. Augmented Human Research 1, 1 (2016), 1–15. Google ScholarCross Ref
- [37] . 2021. Virtual reality in the automotive field in Industry 4.0. Materials Today: Proceedings 45 (2021), 4177–4182.
8th International Conference on Advanced Materials and Structures - AMS 2020 .Google ScholarCross Ref - [38] . 2009. Using sensor inputs to affect virtual and real environments. IEEE Pervasive Computing 8, 3 (2009), 16–23. Google ScholarDigital Library
- [39] . 2014. Towards the Next Generation of Industrial Cyber-Physical Systems. Springer International Publishing, Cham, 1–22. Google ScholarCross Ref
- [40] . 1993. Surround-screen projection-based virtual reality: The design and implementation of the CAVE. In Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques (Anaheim, CA) (
SIGGRAPH’93 ). Association for Computing Machinery, New York, NY, USA, 135–142. Google ScholarDigital Library - [41] . 2017. [POSTER] hybrid video/optical see-through HMD. In 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct). 52–57. Google ScholarCross Ref
- [42] . 2007. Design and control of warehouse order picking: A literature review. European Journal of Operational Research 182, 2 (2007), 481–501. Google ScholarCross Ref
- [43] . 2022. An olfactory display for virtual reality glasses. Multimedia Systems (2022), 1–11. Google ScholarDigital Library
- [44] . 2017. A window to your smartphone: Exploring interaction and communication in immersive VR with augmented virtuality. In 2017 14th Conference on Computer and Robot Vision (CRV). 217–224. Google ScholarCross Ref
- [45] . 2021. Augmented reality assisted assembly training oriented dynamic gesture recognition and prediction. Applied Sciences 11, 21 (2021). Google ScholarCross Ref
- [46] . 2020. Central-eye: Gaze tracking research on visual rendering method in industrial virtual reality scene. In Proceedings of the ACM Turing Celebration Conference - China (Hefei, China) (
ACM TURC’20 ). Association for Computing Machinery, New York, NY, USA, 51–57. Google ScholarDigital Library - [47] . 2021. Real time hand gesture recognition in industry. In 2021 3rd International Conference on Video, Signal and Image Processing (Wuhan, China) (
VSIP 2021 ). Association for Computing Machinery, New York, NY, USA, 1–7. Google ScholarDigital Library - [48] . 1988. The Augmented Knowledge Workshop. Association for Computing Machinery, New York, NY, USA, 185–248. Google ScholarDigital Library
- [49] . 2020. Olfactory-based augmented reality support for industrial maintenance. IEEE Access 8 (2020), 30306–30321. Google ScholarCross Ref
- [50] . 2019. Developing intelligent multimodal IVI systems to reduce driver distraction. In Intelligent Human Systems Integration 2019, and (Eds.). Springer International Publishing, Cham, 91–97.Google ScholarCross Ref
- [51] . 2016. Touchscreen overlay augmented with the stick-slip phenomenon to generate kinetic energy. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology (Tokyo, Japan) (
UIST’16 Adjunct ). Association for Computing Machinery, New York, NY, USA, 179–180. Google ScholarDigital Library - [52] . 1997. A touring machine: Prototyping 3D mobile augmented reality systems for exploring the urban environment. Personal Technologies 1, 4 (1997), 208–217.Google ScholarCross Ref
- [53] . 2018. A review on industrial augmented reality systems for the Industry 4.0 shipyard. IEEE Access 6 (2018), 13358–13375. Google ScholarCross Ref
- [54] . 2017. Multimodal Feedback in HCI: Haptics, Non-Speech Audio, and Their Applications. Association for Computing Machinery and Morgan & Claypool, 277–317. Google ScholarDigital Library
- [55] . 2018. The application of virtual reality and augmented reality in dealing with project schedule risks. In Proceedings of the Construction Research Congress. 429–438. Google ScholarCross Ref
- [56] . 2019. Projection distortion-based object tracking in shader lamp scenarios. IEEE Transactions on Visualization and Computer Graphics 25, 11 (2019), 3105–3113. Google ScholarCross Ref
- [57] . 2021. A framework for extended reality system development in manufacturing. IEEE Access 9 (2021), 24796–24813. Google ScholarCross Ref
- [58] . 2019. Incorporating virtual reality into the teaching and training of grid-tie photovoltaic power plants design. Applied Sciences 9, 21 (2019). Google ScholarCross Ref
- [59] . 2003. Speech-enabled augmented reality supporting mobile industrial maintenance. IEEE Pervasive Computing 2, 1 (2003), 65–70. Google ScholarDigital Library
- [60] . 2021. Evaluation and comparison of artificial intelligence vision aids: Orcam MyEye 1 and seeing AI. Journal of Visual Impairment & Blindness 115, 4 (2021), 277–285. Google ScholarCross Ref
- [61] . 2020. AAR: Augmenting a Wearable Augmented Reality Display with an Actuated Head-Mounted Projector. Association for Computing Machinery, New York, NY, USA, 445–458. Google ScholarDigital Library
- [62] Takuma Hashimoto, Suzanne Low, Koji Fujita, Risa Usumi, Hiroshi Yanagihara, Chihiro Takahashi, Maki Sugimoto, and Yuta Sugiura. 2018. TongueInput: Input method by tongue gestures using optical sensors embedded in mouthpiece. In the 57th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), Nara, Japan. 1219–1224.
DOI: Google ScholarCross Ref - [63] . 2017. DHL experiments with augmented reality. HesaMag: The European Trade Union Institute’s Health and Safety at Work Magazine 16 (2017), 22–26.Google Scholar
- [64] . 1992. Virtual-worlds research at the University of North Carolina at Chapel Hill as of February 1992. In Visual Computing, (Ed.). Springer Japan, Tokyo, 109–128.Google ScholarCross Ref
- [65] . 2018. Augmented 3D hands: A gesture-based mixed reality system for distributed collaboration. Journal on Multimodal User Interfaces 12, 2 (2018), 77–89. Google ScholarCross Ref
- [66] . 2015. Extended depth-of-field projector by fast focal sweep projection. IEEE Transactions on Visualization and Computer Graphics 21, 4 (2015), 462–470. Google ScholarDigital Library
- [67] . 2008. Non-contact method for producing tactile sensation using airborne ultrasound. In Haptics: Perception, Devices and Scenarios, (Ed.). Springer Berlin, Berlin, 504–513.Google ScholarDigital Library
- [68] . 2012. Contextual music information retrieval and recommendation: State of the art and challenges. Computer Science Review 6, 2 (2012), 89–119. Google ScholarCross Ref
- [69] . 2000. Principles of Neural Science. Vol. 4. McGraw-Hill New York.Google Scholar
- [70] . 2019. Arranging sensations: Smell and taste in augmented and virtual reality. The Senses and Society 14, 1 (2019), 31–45. Google ScholarCross Ref
- [71] . 2019. Emotion recognition using feature-level fusion of facial expressions and body gestures. In 2019 International Conference on Communication and Electronics Systems (ICCES). 1184–1189. Google ScholarCross Ref
- [72] . 1997. Transition between virtual environment and workstation environment with projective head mounted display. In Proceedings of IEEE 1997 Annual International Symposium on Virtual Reality. 130–137. Google ScholarCross Ref
- [73] . 2017. Tactile drones - providing immersive tactile feedback in virtual reality through quadcopters. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (Denver, Colorado, USA) (
CHI EA’17 ). Association for Computing Machinery, New York, NY, USA, 433–436. Google ScholarDigital Library - [74] . 2008. HCI Beyond the GUI: Design for Haptic, Speech, Olfactory, and other Nontraditional Interfaces. Elsevier.Google Scholar
- [75] . 1985. VIDEOPLACEan artificial reality. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (San Francisco, California, USA) (
CHI’85 ). Association for Computing Machinery, New York, NY, USA, 35–40. Google ScholarDigital Library - [76] . 2020. The growing list of XR devices. XRPractices 0 (2020). https://medium.com/xrpractices/the-growing-list-of-xr-devices-f102262e4a58Google Scholar
- [77] . 2020. Multi-window 3D interaction for collaborative virtual reality. IEEE Transactions on Visualization and Computer Graphics 26, 11 (2020), 3271–3284. Google ScholarCross Ref
- [78] . 2018. Auto-calibration for dynamic multi-projection mapping on arbitrary surfaces. IEEE Transactions on Visualization and Computer Graphics 24, 11 (2018), 2886–2894. Google ScholarCross Ref
- [79] . 2020. IBUKI: Gesture input method based on breathing. In Adjunct Publication of the 33rd Annual ACM Symposium on User Interface Software and Technology (Virtual Event, USA) (
UIST’20 Adjunct ). Association for Computing Machinery, New York, NY, USA, 102–104. Google ScholarDigital Library - [80] . 2014. Industry 4.0. Business & Information Systems Engineering 6, 4 (2014), 239–242.Google ScholarCross Ref
- [81] . 2017. 3D User Interfaces: Theory and Practice. Addison-Wesley Professional.Google Scholar
- [82] . 2007. An immaterial depth-fused 3D display. In Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology (Newport Beach, California) (
VRST’07 ). Association for Computing Machinery, New York, NY, USA, 191–198. Google ScholarDigital Library - [83] . 2020. Get a Grip: Evaluating Grip Gestures for VR Input Using a Lightweight Pen. Association for Computing Machinery, New York, NY, USA, 1–13. Google ScholarDigital Library
- [84] . 2018. A critical review of virtual and augmented reality (VR/AR) applications in construction safety. Automation in Construction 86 (2018), 150–162. Google ScholarCross Ref
- [85] . 2019. Realizing virtual reality learning environment for Industry 4.0. Procedia CIRP 79 (2019), 712–717.
12th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 18-20 July 2018, Gulf of Naples, Italy .Google ScholarCross Ref - [86] . 2008. Smart factory - a step towards the next generation of manufacturing. In Manufacturing Systems and Technologies for the New Frontier, , , and (Eds.). Springer London, London, 115–118.Google ScholarCross Ref
- [87] . 2014. Hand-free motion interaction on Google Glass. In SIGGRAPH Asia 2014 Mobile Graphics and Interactive Applications (Shenzhen, China) (
SA’14 ). Association for Computing Machinery, New York, NY, USA, Article21 , 1 pages. Google ScholarDigital Library - [88] . 2013. High-rank coded aperture projection for extended depth of field. In IEEE International Conference on Computational Photography (ICCP). 1–9. Google ScholarCross Ref
- [89] . 1992. Sensation and Perception. Allyn & Bacon.Google Scholar
- [90] . 2019. Role of XR wearables in intralogistics field: Insight into AR applications. (2019).Google Scholar
- [91] . 2020. Improving humans’ ability to interpret deictic gestures in virtual reality. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (Honolulu, HI, USA) (
CHI’20 ). Association for Computing Machinery, New York, NY, USA, 1–14. Google ScholarDigital Library - [92] . 2008. Helmet-mounted display (HMD) upgrade for the US Army’s AVCATT simulation program. In Head-and Helmet-Mounted Displays XIII: Design and Applications, Vol. 6955. International Society for Optics and Photonics, 695504.Google Scholar
- [93] . 2019. An olfactory display to study the integration of vision and olfaction in a virtual reality environment. Journal of Computing and Information Science in Engineering 19, 3 (2019). Google ScholarCross Ref
- [94] . 2020. HRTF individualization using deep learning. In 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). 390–395. Google ScholarCross Ref
- [95] . 1994. A taxonomy of mixed reality visual displays. IEICE Transactions on Information and Systems 77, 12 (1994), 1321–1329.Google Scholar
- [96] . 2021. Smart manufacturing and tactile internet based on 5G in Industry 4.0: Challenges, applications and new trends. Electronics 10, 24 (2021). Google ScholarCross Ref
- [97] . 2012. Development and evaluation of interactive system for synchronizing electric taste and visual content. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Austin, Texas, USA) (
CHI’12 ). Association for Computing Machinery, New York, NY, USA, 517–520. Google ScholarDigital Library - [98] . 2018. Augmented virtuality for maintenance training simulation under various stress conditions. Procedia Manufacturing 19 (2018), 171–178.
Proceedings of the 6th International Conference in Through-life Engineering Services, University of Bremen, 7th and 8th November 2017 .Google ScholarCross Ref - [99] . 2000. Putting the feel in ‘look and feel’. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (The Hague, The Netherlands) (
CHI’00 ). Association for Computing Machinery, New York, NY, USA, 415–422. Google ScholarDigital Library - [100] . 2018. Patient acceptance of remote scribing powered by Google Glass in outpatient dermatology: Cross-sectional study. J. Med. Internet Res. 20, 6 (
21 Jun. 2018), e10762. Google ScholarCross Ref - [101] . 2018. Walking with virtual people: Evaluation of locomotion interfaces in dynamic environments. IEEE Transactions on Visualization and Computer Graphics 24, 7 (2018), 2251–2263. Google ScholarCross Ref
- [102] . 2021. Integration of a haptic glove in a virtual reality-based environment for medical training and procedures. Acta Technica Napocensis - Series: Applied Mathematics, Mechanics, and Engineering 64, 1-S2 (2021). https://atna-mam.utcluj.ro/index.php/Acta/article/view/1524Google Scholar
- [103] . 2015. Guidance for conducting systematic scoping reviews. JBI Evidence Implementation 13, 3 (2015), 141–146. Google ScholarCross Ref
- [104] . 2018. The Fourth Industrial Revolution: Shaping a new era. Journal of International Affairs 72, 1 (2018), 17–22. https://www.jstor.org/stable/26588339Google Scholar
- [105] . 2001. The everywhere displays projector: A device to create ubiquitous graphical interfaces. In Proceedings of the 3rd International Conference on Ubiquitous Computing (Atlanta, Georgia, USA) (
UbiComp’01 ). Springer-Verlag, Berlin, 315–331.Google ScholarCross Ref - [106] . 2021. Look at it this way: A comparison of metaphors for directing the user’s gaze in extended reality training systems. In 2021 7th International Conference of the Immersive Learning Research Network (iLRN). 1–8. Google ScholarCross Ref
- [107] . 2012. The proprioceptive senses: Their roles in signaling body shape, body position and movement, and muscle force. Physiological Reviews 92, 4 (2012), 1651–1697.
PMID: 23073629 .Google ScholarCross Ref - [108] . 2019. Augmented reality for operator training on industrial workplaces – comparing the Microsoft HoloLens vs. small and big screen tactile devices. In Product Lifecycle Management in the Digital Twin Era, , , , and (Eds.). Springer International Publishing, Cham, 3–13.Google ScholarCross Ref
- [109] . 2019. Augmented reality interface for smart home control using SSVEP-BCI and eye gaze. In 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). 2812–2817. Google ScholarDigital Library
- [110] . 2019. Portal-ble: Intuitive free-hand manipulation in unbounded smartphone-based augmented reality. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (New Orleans, LA, USA) (
UIST’19 ). Association for Computing Machinery, New York, NY, USA, 133–145. Google ScholarDigital Library - [111] . 1999. Multimodal Human-Computer Interaction: A Constructive and Empirical Study. Tampere University Press.Google Scholar
- [112] . 2005. The interactive fogscreen. In ACM SIGGRAPH 2005 Emerging Technologies (Los Angeles, California) (
SIGGRAPH’05 ). Association for Computing Machinery, New York, NY, USA, 8–es. Google ScholarDigital Library - [113] . 2021. Technologies for multimodal interaction in extended reality-a scoping review. Multimodal Technologies and Interaction 5, 12 (2021), 81.Google ScholarCross Ref
- [114] . 2013. Simulating the sensation of taste for immersive experiences. In Proceedings of the 2013 ACM International Workshop on Immersive Media Experiences (Barcelona, Spain) (
ImmersiveMe’13 ). Association for Computing Machinery, New York, NY, USA, 29–34. Google ScholarDigital Library - [115] . 2017. Vocktail: A virtual cocktail for pairing digital taste, smell, and color sensations. In Proceedings of the 25th ACM International Conference on Multimedia (Mountain View, California, USA) (
MM’17 ). Association for Computing Machinery, New York, NY, USA, 1139–1147. Google ScholarDigital Library - [116] . 2004. Projectors: Advanced graphics and vision techniques. In ACM SIGGRAPH 2004 Course Notes (Los Angeles, CA) (
SIGGRAPH’04 ). Association for Computing Machinery, New York, NY, USA, 23–es. Google ScholarDigital Library - [117] . 2004. Using augmented virtuality for remote collaboration. Presence 13, 3 (2004), 338–354. Google ScholarDigital Library
- [118] . 2003. An augmented virtuality approach to 3D videoconferencing. In The Second IEEE and ACM International Symposium on Mixed and Augmented Reality, 2003. Proceedings.290–291. Google ScholarCross Ref
- [119] . 1995. The world through the computer: Computer augmented interaction with real world environments. In Proceedings of the 8th Annual ACM Symposium on User Interface and Software Technology (Pittsburgh, Pennsylvania, USA) (
UIST’95 ). Association for Computing Machinery, New York, NY, USA, 29–36. Google ScholarDigital Library - [120] . 1995. Comparison of optical and video see-through, head-mounted displays. In Telemanipulator and Telepresence Technologies, Vol. 2351. SPIE, 293–307.Google ScholarCross Ref
- [121] . 2005. Head-mounted display systems. Encyclopedia of Optical Engineering 2 (2005).Google Scholar
- [122] . 2019. On the use of virtual reality in software visualization: The case of the city metaphor. Information and Software Technology 114 (2019), 92–106. Google ScholarDigital Library
- [123] . 2020. Tilt-responsive techniques for digital drawing boards. In Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology (Virtual Event, USA) (
UIST’20 ). Association for Computing Machinery, New York, NY, USA, 500–515. Google ScholarDigital Library - [124] . 2020. Augmented reality-based solar system for e-magazine with 3-D audio effect. International Journal of Simulation and Process Modelling 15, 6 (2020), 524–534. Google ScholarCross Ref
- [125] . 2022. Application of speech augmented reality for Sabah tourism industry. In Proceedings of the 8th International Conference on Computational Science and Technology, and (Eds.). Springer Singapore, Singapore, 75–87.Google ScholarCross Ref
- [126] . 2019. Effects on user perception of a’modified’ speed experience through in-vehicle virtual reality. In Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings (Utrecht, Netherlands) (
AutomotiveUI’19 ). Association for Computing Machinery, New York, NY, USA, 166–170. Google ScholarDigital Library - [127] . 2020. Tactile feedback on mid-air gestural interaction with a large fogscreen. In Proceedings of the 23rd International Conference on Academic Mindtrek (Tampere, Finland) (
AcademicMindtrek’20 ). Association for Computing Machinery, New York, NY, USA, 161–164. Google ScholarDigital Library - [128] . 2021. Augmented reality in Industry 4.0 and future innovation programs. Technologies 9, 2 (2021), 33. Google ScholarCross Ref
- [129] . 2020. The use of a novel heads-up display (HUD) to view intra-operative x-rays during a one-level cervical arthroplasty. World Neurosurgery 138 (2020), 369–373. Google ScholarCross Ref
- [130] . 2016. Augmented Reality: Principles and Practice. Addison-Wesley Professional.Google ScholarDigital Library
- [131] . 2018. Sonic interactions in virtual reality: State of the art, current challenges, and future directions. IEEE Computer Graphics and Applications 38, 2 (2018), 31–43. Google ScholarDigital Library
- [132] . 1997. Windows on the world: An example of augmented virtuality.Google Scholar
- [133] . 2017. Digitizing the chemical senses: Possibilities & pitfalls. International Journal of Human-Computer Studies 107 (2017), 62–74.
Multisensory Human-Computer Interaction .Google ScholarDigital Library - [134] . 2018. BreathVR: Leveraging breathing as a directly controlled interface for virtual reality games. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (
CHI’18 ). Association for Computing Machinery, New York, NY, USA, 1–12. Google ScholarDigital Library - [135] . 2018. SSVEP-based BCI in virtual reality - control of a vacuum cleaner robot. In 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 534–537. Google ScholarDigital Library
- [136] . 2021. Haptic-feedback ring enabled human-machine interface (HMI) aiming at immersive virtual reality experience. In 2021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers). 333–336. Google ScholarCross Ref
- [137] . 1968. A head-mounted three dimensional display. In Proceedings of the December 9-11, 1968, Fall Joint Computer Conference, Part I (San Francisco, California) (
AFIPS’68 (Fall, part I) ). Association for Computing Machinery, New York, NY, USA, 757–764. Google ScholarDigital Library - [138] . 2014. Affecting tumbler: Affecting our flavor perception with thermal feedback. In Proceedings of the 11th Conference on Advances in Computer Entertainment Technology (Funchal, Portugal) (
ACE’14 ). Association for Computing Machinery, New York, NY, USA, Article19 , 10 pages. Google ScholarDigital Library - [139] . 2020. Assessment of augmented reality in manual wiring production process with use of mobile AR glasses. Sensors 20, 17 (2020). Google ScholarCross Ref
- [140] . 2020. A novel intelligence-based pan-tilt platform system for measuring the trajectories of parachute. In 2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA). 1–6. Google ScholarCross Ref
- [141] . 2018. AGCO corporation’s vision: Building a globally digitised supply network. Journal of Supply Chain Management, Logistics and Procurement 1, 4 (2018), 368–385.Google Scholar
- [142] . 2021. Intelligent augmented reality system based on speech recognition. International Journal of Circuits, Systems and Signal Processing 15 (2021), 178–186.Google ScholarCross Ref
- [143] . 2019. Sampled-data control of pan-tilt platform using discrete-time high gain observer. In IOP Conference Series: Materials Science and Engineering, Vol. 707. IOP Publishing, 012005.Google ScholarCross Ref
- [144] . 1997. Post-WIMP user interfaces. Commun. ACM 40, 2 (
Feb. 1997), 63–67. Google ScholarDigital Library - [145] . 2010. Setting the standards for haptic and tactile interactions: ISO’s work. In Haptics: Generating and Perceiving Tangible Sensations, , , , and (Eds.). Springer Berlin, Berlin, 353–358.Google ScholarCross Ref
- [146] . 2018. Enabling virtual reality for the tactile internet: Hurdles and opportunities. In 2018 14th International Conference on Network and Service Management (CNSM). 378–383.Google Scholar
- [147] . 2021. 3DGAM: Using 3D gesture and CAD models for training on mixed reality remote collaboration. Multimedia Tools and Applications 80, 20 (2021), 31059–31084. Google ScholarDigital Library
- [148] . 2019. Effect of full body avatar in augmented reality remote collaboration. In 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). 1221–1222. Google ScholarCross Ref
- [149] . 2008. User perspectives on mixed reality tabletop visualization for face-to-face collaborative design review. Automation in Construction 17, 4 (2008), 399–412. Google ScholarCross Ref
- [150] . 2021. A mixed reality platform for assembly assistance based on gaze interaction in industry. The International Journal of Advanced Manufacturing Technology 116, 9 (2021), 3193–3205. Google ScholarCross Ref
- [151] . 2018. Using Google Glass in surgical settings: Systematic review. JMIR mHealth and uHealth 6, 3 (2018), e9409. Google ScholarCross Ref
- [152] . 2020. Implementing continuous-azimuth binaural sound in unity 3D. In 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). 384–389. Google ScholarCross Ref
- [153] . 2021. Extended depth-of-field projection method using a high-speed projector with a synchronized oscillating variable-focus lens. Appl. Opt. 60, 13 (
May 2021), 3917–3924. Google ScholarCross Ref - [154] . 2018. Industry 4.0: State of the art and future trends. International Journal of Production Research 56, 8 (2018), 2941–2962. Google ScholarCross Ref
- [155] . 2012. A survey of olfactory displays: Making and delivering scents. In SENSORS, 2012 IEEE. 1–4. Google ScholarCross Ref
- [156] . 2021. Virtual equipment system: Face mask and voodoo doll for user privacy and self-expression options in virtual reality. In 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). 747–748. Google ScholarCross Ref
- [157] . 2019. A virtual reality simulator for training gaze control of wheeled tele-robots. In 25th ACM Symposium on Virtual Reality Software and Technology (Parramatta, NSW, Australia) (
VRST’19 ). Association for Computing Machinery, New York, NY, USA, Article49 , 2 pages. Google ScholarDigital Library - [158] . 2015. Eye-wearable technology for machine maintenance: Effects of display position and hands-free operation. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (
CHI’15 ). Association for Computing Machinery, New York, NY, USA, 2125–2134. Google ScholarDigital Library - [159] . 2012. A thermal tactile display device with multiple heat sources. In 2012 International Conference on Industrial Control and Electronics Engineering. 192–195. Google ScholarDigital Library
Index Terms
- Extended Reality (XR) Toward Building Immersive Solutions: The Key to Unlocking Industry 4.0
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