multimodal feedback

Feedback that deliberately combines two or more sensory channels in one alert, such as visual-auditory, haptic-visual, or audio-tactile warnings, and how the channels are integrated. Distinct from the single-channel tags it merges (haptic_feedback, auditory_warnings, voice_interaction) and from feedback_modes, which discusses channels and timing in general rather than specific combined-modality alerts.

Relevant standards

  • Commission Delegated Regulation (EU) 2021/1958 — Commission Delegated Regulation (EU) 2021/1958 supplementing Regulation (EU) 2019/2144 by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of motor vehicles with regard to their intelligent speed assistance systems
  • Commission Implementing Regulation (EU) 2021/646 — Commission Implementing Regulation (EU) 2021/646 laying down rules for the application of Regulation (EU) 2019/2144 as regards uniform procedures and technical specifications for the type-approval of motor vehicles with regard to their emergency lane-keeping systems (ELKS)
  • Euro NCAP Test Protocol – Lane Support Systems v4.2 — Euro NCAP Test Protocol – Lane Support Systems
  • ISO 11429:1996 — Ergonomics — System of auditory and visual danger and information signals
  • ISO 15005:2017 — Road vehicles — Ergonomic aspects of transport information and control systems — Dialogue management principles and compliance procedures
  • ISO 15006:2011 — Road vehicles — Ergonomic aspects of transport information and control systems — Specifications for in-vehicle auditory presentation
  • ISO 17386:2023 — Intelligent transport systems — Manoeuvring aids for low-speed operation (MALSO) — Performance requirements and test procedures
  • ISO 9921:2003 — Ergonomics — Assessment of speech communication
  • ISO/TR 12204:2012 — Road vehicles — Ergonomic aspects of transport information and control systems — Introduction to integrating safety critical and time critical warning signals
  • ISO/TR 16352:2005 — Road vehicles — Ergonomic aspects of in-vehicle presentation for transport information and control systems — Warning systems
  • SAE J2395 — ITS In-Vehicle Message Priority
  • SAE J2400 — Human Factors in Forward Collision Warning Systems: Operating Characteristics and User Interface Requirements
  • SAE J2802 — Blind Spot Monitoring System (BSMS): Operating Characteristics and User Interface
  • SAE J2808 — Lane Departure Warning Systems: Information for the Human Interface
  • UN ECE R131 — Uniform provisions concerning the approval of motor vehicles with regard to Advanced Emergency Braking Systems (AEBS)
  • UN ECE R152 — Uniform provisions concerning the approval of motor vehicles with regard to the Advanced Emergency Braking System (AEBS) for M1 and N1 vehicles
  • UN ECE R28 — Uniform provisions concerning the approval of audible warning devices and of motor vehicles with regard to their audible signals

Related elsewhere in the corpus

Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.

Narrow by how the study was done

Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.

Method 51 of 264 declare it
Instruments & Measures 21 of 264 declare it
Automation level 85 of 264 declare it
Dataset 12 of 264 declare it

264 paper(s) · ranked by relevance to this topic

  1. Multisensory In-Car Warning Signals for Collision Avoidance · 2007 · Ho, Cristy et al. · indexed
  2. Evaluating multimodal driver displays under varying situational urgency · 2014 · Politis, Ioannis et al. · indexed
  3. Investigating sensory modalities in fatigue driver warning systems · 2016 · Zuki, Fatin Shamimi Mohd et al. · indexed
  4. Multisensory warning signals for event perception and safe driving · 2008 · Spence, Charles et al. · indexed
  5. Visual and Multi-modal In-vehicle Collision Warnings · 2017 · Baldwin, Carryl L. et al. · indexed
  6. Evaluating multimodal driver displays of varying urgency · 2013 · Politis, Ioannis et al. · indexed
  7. In-Vehicle Auditory Alerts Literature Review · 2022 · Jeon, Myounghoon et al. · archived
  8. Effectiveness of Bimodal Versus Unimodal Alerts for Distracted Drivers · 2013 · Lewis, Bridget A et al. · indexed
  9. Multimodal feedback: an assessment of performance and mental workload · 2003 · VITENSE, H. S. et al. · indexed
  10. A Customizable Human/Vehicle Interface for Enhanced Operator Performance · 2007 · Jensen, Matthew et al. · indexed
  11. Informing the Design of Multimodal Displays · 2011 · Lu, Sara A. et al. · indexed
  12. Evaluation of Tactile Alerts for Control Station Operation · 2003 · Calhoun, Gloria et al. · indexed
  13. Auditory-Visual Redundancy in Vehicle Control Interruptions · 2011 · Wickens, Christopher D. et al. · indexed
  14. Multimodal Information Presentation in Support of NextGen Operations · 2017 · Riggs, Sara L. et al. · indexed
  15. A user study of auditory, head-up and multi-modal displays in vehicles · 2015 · Jakus, Grega et al. · indexed
  16. Purring Wheel: Thermal and Vibrotactile Notifications on the Steering Wheel · 2020 · Di Campli San Vito, Patrizia et al. · indexed
  17. Local danger warnings for drivers · 2010 · Cao, Yujia et al. · indexed
  18. Multimodal Warnings in Remote Operation: The Case Study on Remote Driving · 2021 · Kallioniemi, Pekka et al. · indexed
  19. Audiovisual Integration of Time-to-Contact Information for Approaching Objects · 2016 · DeLucia, Patricia R. et al. · indexed
  20. Tactile warning signals for in-vehicle systems · 2015 · Meng, Fanxing et al. · indexed
  21. Multisensory Cue Congruency in the Lane Change Test · 2017 · Sun, Yuanjing et al. · indexed
  22. Driver Preference of Collision Warning Strategy and Modality · 2003 · Hoffman, Josh et al. · indexed
  23. Utilty of a Tactile Display for Cueing Faults · 2002 · Calhoun, Gloria L. et al. · indexed
  24. 外源性注意与多感觉整合的交互关系 · 2018 · Peng, Xing et al. · archived
  25. Supporting Interruption Management and Multimodal Interface Design · 2013 · Lu, Sara A. et al. · indexed
  26. The effects of selective and divided attention on sensory integration · 2012 · Odegaard, B. et al. · indexed
  27. Validations of Integrated Driver Vehicle Interface (DVI) Configurations · 2017 · Brown, James et al. · indexed
  28. Multiple Resources and Display Formatting: The Implications of Task Integration · 1984 · Wickens, Christopher D. et al. · indexed
  29. Crossmodal attentional control sets between vision and audition · 2017 · Mast, Frank et al. · archived
  30. An auditory display that assist commercial drivers in lane changing situations · 2013 · Fagerlönn, Johan et al. · indexed
  31. Looming Auditory and Vibrotactile Collision Warning for Safe Driving · 2013 · Ho, Cristy et al. · indexed
  32. Haptic in-seat feedback for lane departure warning · 2013 · Dass, David E. et al. · indexed
  33. Audio-Visual Integration in 3D Space Near the Body · 2025 · Zeljko, Mick et al. · indexed
  34. Audio and Visual Cues in a Two-Talker Divided Attention Speech-Monitoring Task · 2005 · Brungart, Douglas S. et al. · indexed
  35. Vibrotactile Displays: A Survey With a View on Highly Automated Driving · 2015 · Petermeijer, Sebastiaan M. et al. · indexed
  36. Encouraging Eco-Driving With Visual, Auditory, and Vibrotactile Stimuli · 2016 · McIlroy, Rich C. et al. · indexed
  37. Comprehension of Haptic Seat Displays for Integrated Driver Warning Systems · 2006 · Kochhar, Dev S. et al. · indexed
  38. Sensory Alternation and Performance in a Vigilance Task · 1964 · Gruber, Alin · indexed
  39. Age, cognitive load, and multimodal effects on driver response to directional warning · 2019 · Lundqvist, Linda-Marie et al. · indexed
  40. Perceived urgency mapping across modalities within a driving context · 2014 · Baldwin, Carryl L. et al. · indexed
  41. Guiding spatial attention by multimodal reward cues · 2022 · Hoofs, Vincent et al. · archived
  42. Reorienting Driver Attention with Dynamic Tactile Cues · 2014 · Ho, Cristy et al. · indexed
  43. Affective multisensory driver interface design · 2013 · Ho, Cristy et al. · indexed
  44. Collision warning design to mitigate driver distraction · 2004 · Lee, John D. et al. · indexed
  45. Effects of Single Versus Multiple Warnings on Driver Performance · 2007 · Cummings, M.L. et al. · indexed
  46. Divided attention between simultaneous auditory and visual signals · 1998 · Bonnel, Anne-Marie et al. · archived
  47. Audio-visual integration during overt visual attention · 2008 · Quigley, Cliodhna et al. · indexed
  48. Expanded Situational Awareness Without Vision · 2023 · Fink, Paul D. S. et al. · archived
  49. Redundancy, Modality, and Priority in Dual Task Interference · 2003 · Wickens, Christopher D. et al. · indexed
  50. Cross-modal psychological refractory period in vision, audition, and haptics · 2020 · Rau, Pei‐Luen Patrick et al. · archived
  51. Crossmodal attention · 1998 · Driver, Jon et al. · indexed
  52. Tactile Stimuli Increase Effects of Modality Compatibility in Task Switching · 2015 · Stephan, Denise Nadine et al. · indexed
  53. Exploring Residual Capacity · 2020 · Rosa, Eduardo et al. · indexed
  54. On measuring selective attention to an expected sensory modality · 1997 · Spence, Charles et al. · archived
  55. Designing Unambiguous Auditory Crash Warning Systems · 2014 · Lewis, Bridget A. et al. · indexed
  56. Recognition of Car Warnings · 2017 · Sabic, Edin et al. · indexed
  57. Separate attentional resources for vision and audition · 2006 · Alais, David et al. · indexed
  58. Haptic Warning Characteristics for V2V Safety Applications · 2020 · Marshall, Dawn et al. · archived
  59. Graded auditory warnings during in-vehicle use · 2012 · Fagerlönn, Johan et al. · indexed
  60. Informative Collision Warnings: Effect of Modality and Driver Age · 2015 · Ahtamad, Mujthaba et al. · indexed
  61. Auditory Alarms: From Alerting to Informing · 2000 · Seagull, F. Jacob et al. · indexed
  62. Planning Lane Changes using Advance Visual and Haptic Information · 2022 · Frissen, Ilja et al. · archived
  63. An on-road study involving two vehicles · 2015 · Brown, Daniel E. et al. · indexed
  64. Haptic Seat Interfaces for Driver Information and Warning Systems · 2011 · Chang, Wonsuk et al. · indexed
  65. Tactile Change Blindness in an Unmanned Aerial Vehicle Control Task · 2014 · Lu, Sara A. et al. · indexed
  66. Planning lane changes using advance visual and haptic information · 2023 · Frissen, Ilja et al. · indexed
  67. Blind driving by means of auditory feedback · 2016 · Bazilinskyy, Pavlo et al. · indexed
  68. Interruption Management: The Use of Attention-Directing Tactile Cues · 2005 · Hopp, Pamela J. et al. · archived
  69. Looming Auditory Collision Warnings for Driving · 2011 · Gray, Rob · indexed
  70. Failure of the extended contingent attentional capture account in multimodal settings · 2006 · Van der Lubbe, Rob H. J. et al. · indexed
  71. Visual Feedback for In-Car Voice Assistants · 2026 · Marinissen, Thomas et al. · archived
  72. Factors Influencing the Performance Advantage of Speech Technology · 1981 · Wickens, Christopher D. et al. · indexed
  73. Object-based auditory and visual attention · 2008 · Shinn-Cunningham, Barbara G. · indexed
  74. Human Performance with Vocal Cueing of Automation State Changes in an Adaptive System · 2006 · Warren-Noell, Heather L. et al. · indexed
  75. Spatial Auditory Interface for an Embedded Communication Device in a Car · 2008 · Sodnik, Jaka et al. · indexed
  76. Effects of Vibrotactile Stimulation for Sustaining Performance in a Vigilance Task · 2011 · Arrabito, G. Robert et al. · indexed
  77. Auditory Preemption versus Multiple Resources: Who Wins in Interruption Management? · 2005 · Wickens, Christopher D. et al. · indexed
  78. Looming Auditory Collision Warnings for Semi-Automated Driving · 2018 · Lahmer, Marie et al. · indexed
  79. Display Formatting in Information Integration and Nonintegration Tasks · 1987 · Boles, David B. et al. · indexed
  80. Displaying multi-domain graphical databases · 2003 · Kroft, Paul et al. · indexed
  81. Proximity Compatibility and the Object Display · 1988 · Wickens, Christopher D. et al. · indexed
  82. Integrated displays and the perception of graphical data · 1991 · Goettl, Barry P. et al. · indexed
  83. Developing Video or Multimedia Instructions for Older Adults · 2018 · Pryor, Makenzie et al. · indexed
  84. Encountering Music: Songs Seen, Felt, and Heard · 2020 · Acton, Kelsie et al. · indexed
  85. Hybrid Learning Using Canvas LMS · 2021 · Al-Ataby, Ali · indexed
  86. Improvement of Image Fusion Using Multi-Resolution Color Images · 2025 · Ahmed, Woroud F. Ahmed et al. · indexed
  87. Chicken Joy on Redbean Road: A Bayou Country Romp (review) · 2007 · Stevenson, Deborah · indexed
  88. Dissimilar Metal Bonding by Friction Stir Welding: Magnesium to Steel Joints · 2026 · Pipavat, Kapil B et al. · indexed