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
Also in Human-Machine Interaction
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.
264 paper(s) · ranked by relevance to this topic
-
-
Auditory, tactile, and multimodal warnings during automated driving · 2019 · Geitner, R. et al. · archived
-
Evaluating multimodal driver displays under varying situational urgency ↗ · 2014 · Politis, Ioannis et al. · indexed
-
Comparing Auditory, Haptic, and Combined Auditory-haptic Lane Departure Warnings: A Systematic Review and Meta-analysis ↗ · 2024 · Nees, Michael A. · indexed
-
Multimodal Cueing: The Relative Benefits of the Auditory, Visual, and Tactile Channels in Complex Environments ↗ · 2012 · Baldwin, Carryl L. et al. · indexed
-
Investigating sensory modalities in fatigue driver warning systems ↗ · 2016 · Zuki, Fatin Shamimi Mohd et al. · indexed
-
Multisensory warning signals for event perception and safe driving ↗ · 2008 · Spence, Charles et al. · indexed
-
-
Evaluating multimodal driver displays of varying urgency ↗ · 2013 · Politis, Ioannis et al. · indexed
-
How to drive drivers nuts: effect of auditory, vibrotactile, and multimodal warnings on perceived urgency, annoyance, and acceptability ↗ · 2017 · Biondi, FN et al. · indexed
-
In-Vehicle Auditory Alerts Literature Review · 2022 · Jeon, Myounghoon et al. · archived
-
Employing synesthesia-based warnings to enhance road safety during an automated driving · 2022 · Zhuo, Liang et al. · archived
-
Effectiveness of Bimodal Versus Unimodal Alerts for Distracted Drivers ↗ · 2013 · Lewis, Bridget A et al. · indexed
-
Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety · 2016 · Strayer, David L. et al. · archived
-
Multimodal feedback: an assessment of performance and mental workload ↗ · 2003 · VITENSE, H. S. et al. · indexed
-
A Customizable Human/Vehicle Interface for Enhanced Operator Performance ↗ · 2007 · Jensen, Matthew et al. · indexed
-
A Comparative Study on the Detectability between Haptic and Auditory Signals under Driving and Non-driving Task Conditions ↗ · 2017 · Kim, Sang Ho et al. · indexed
-
-
Response Times for Visual, Auditory and Vibrotactile Directional Cues in Driver Assistance Systems ↗ · 2016 · Lundkvist, André et al. · indexed
-
Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety ↗ · 2017 · Biondi, FN et al. · indexed
-
Haptic and Auditory Interfaces as a Collision Avoidance Technique During Roadway Departures and Driver Perception of these Modalities · 2006 · Stanley, Laura Michelle · archived
-
Optimizing Multimodal Alarm Design for Attention Allocation in Discrete Monitoring Tasks · 2025 · Cun, Wenzhe et al. · archived
-
Multimodal urgency coding: auditory, visual, and tactile parameters and their impact on perceived urgency ↗ · 2012 · Baldwin, Carryl L. et al. · indexed
-
Design of visual, audio and tactile interfaces for new vehicle control systems ↗ · 1995 · Prynne, K.B.L. · indexed
-
Evaluation of Tactile Alerts for Control Station Operation ↗ · 2003 · Calhoun, Gloria et al. · indexed
-
Auditory-Visual Redundancy in Vehicle Control Interruptions ↗ · 2011 · Wickens, Christopher D. et al. · indexed
-
Crossmodal Links in Attention in the Driving Environment: The Roles of Cueing Modality, Signal Timing, and Workload ↗ · 2008 · Tilak, Rohan et al. · indexed
-
Good Vibrations: Tactile Feedback in Support of Attention Allocation and Human-Automation Coordination in Event-Driven Domains ↗ · 1999 · Sklar, Aaron E. et al. · indexed
-
Multimodal Information Presentation in Support of NextGen Operations ↗ · 2017 · Riggs, Sara L. et al. · indexed
-
A user study of auditory, head-up and multi-modal displays in vehicles ↗ · 2015 · Jakus, Grega et al. · indexed
-
What You Don’t Notice Can Harm You: Age-Related Differences in Detecting Concurrent Visual, Auditory, and Tactile Cues ↗ · 2018 · Pitts, Brandon J. et al. · indexed
-
The Implications of Crossmodal Links in Attention for the Design of Multimodal Interfaces: A Driving Simulation Study ↗ · 2006 · Ferris, Thomas et al. · indexed
-
Assessment of a Driver Interface for Lateral Drift and Curve Speed Warning Systems: Mixed Results for Auditory and Haptic Warnings ↗ · 2005 · Sayer, Tina Brunetti et al. · indexed
-
Purring Wheel: Thermal and Vibrotactile Notifications on the Steering Wheel ↗ · 2020 · Di Campli San Vito, Patrizia et al. · indexed
-
26‐3: <i>Invited Paper</i> : Increasing Automotive Safety and Comfort Through Haptics, Auditory and Visual Feedback ↗ · 2017 · Dabic, Stephanie et al. · indexed
-
-
Multimodal Warnings in Remote Operation: The Case Study on Remote Driving ↗ · 2021 · Kallioniemi, Pekka et al. · indexed
-
Audiovisual Integration of Time-to-Contact Information for Approaching Objects ↗ · 2016 · DeLucia, Patricia R. et al. · indexed
-
-
-
Using spatial warning signals to capture a driver's visual attention ↗ · 2004 · Ho, Cristy · indexed
-
Multimodal Cue Combinations: A Possible Approach to Designing In-Vehicle Takeover Requests for Semi-autonomous Driving ↗ · 2019 · Huang, Gaojian et al. · indexed
-
Driver Preference of Collision Warning Strategy and Modality ↗ · 2003 · Hoffman, Josh et al. · indexed
-
Multimodal warning design for take-over request in conditionally automated driving · 2020 · Yun, Hanna et al. · archived
-
Audition and vision share spatial attentional resources, yet attentional load does not disrupt audiovisual integration · 2015 · Wahn, Basil et al. · archived
-
-
外源性注意与多感觉整合的交互关系 · 2018 · Peng, Xing et al. · archived
-
Multimodal attention-guiding takeover alerts in autonomous driving: Comparing visual, auditory, and combined modalities ↗ · 2026 · Dong, Zhanxun et al. · indexed
-
Enhancing Safety in Autonomous Vehicles: The Impact of Auditory and Visual Warning Signals on Driver Behavior and Situational Awareness ↗ · 2024 · Huang, Ann et al. · indexed
-
Exploring False Warnings and Modalities for Emergency Vehicle Alerts and Their Impact on Driver Behavior · 2026 · Weibull, Kajsa et al. · archived
-
A Comparison of Tactile, Visual, and Auditory Warnings for Rear-End Collision Prevention in Simulated Driving ↗ · 2008 · Scott, Jeffrey J et al. · indexed
-
Supporting Interruption Management and Multimodal Interface Design ↗ · 2013 · Lu, Sara A. et al. · indexed
-
The effect of temporal alignment on audiovisual integration in a divided attention task ↗ · 2015 · Yang, Jingjing et al. · indexed
-
Auditory Stimulus Detection Partially Depends on Visuospatial Attentional Resources ↗ · 2017 · Wahn, Basil et al. · indexed
-
Comparative study of the effects of auditory, visual and multimodality displays on drivers' performance in advanced traveller information systems ↗ · 2001 · Liu, Yung-Ching · indexed
-
Driving by the Seat of Your Pants! A Multisensory Approach to Capturing Driver Attention ↗ · 2011 · Spence, Charles · indexed
-
Enhancing allocation of visual attention with emotional cues presented in two sensory modalities ↗ · 2022 · Zimmer, Ulrike et al. · indexed
-
The effects of selective and divided attention on sensory integration ↗ · 2012 · Odegaard, B. et al. · indexed
-
An Integrated Auditory Warning Approach for Driver Assistance and Active Safety Systems ↗ · 2007 · Sadekar, Varsha K. et al. · indexed
-
Benefits of Stimulus Congruency for Multisensory Facilitation of Visual Learning · 2008 · Kim, Robyn S. et al. · archived
-
Effects of Multiple-Device Integration Strategies on Driver Comprehension of Crash Warnings ↗ · 2013 · Singer, Jeremiah et al. · indexed
-
The Effects of Multi-modal Takeover Request on Distracted Drivers’ Takeover Performance and Perception · 2022 · Yang, Ye et al. · archived
-
Validations of Integrated Driver Vehicle Interface (DVI) Configurations ↗ · 2017 · Brown, James et al. · indexed
-
Language-based multimodal displays for the handover of control in autonomous cars ↗ · 2015 · Politis, Ioannis et al. · indexed
-
Take-over again: Investigating multimodal and directional TORs to get the driver back into the loop ↗ · 2017 · Petermeijer, Sebastiaan et al. · indexed
-
Asynchrony of Directional Auditory Warnings and Visual Information in Hands-on SAE Level 2 Automated Vehicles: Analysis of Driver Responses ↗ · 2025 · Arabian, Ali et al. · indexed
-
Multiple Resources and Display Formatting: The Implications of Task Integration ↗ · 1984 · Wickens, Christopher D. et al. · indexed
-
Impact of Dual-Coding and Sensory Coupling on Vigilance Decrement: Criterion Shift or Sensitivity Loss? ↗ · 2026 · Prakash, Jayashri et al. · indexed
-
Crossmodal attentional control sets between vision and audition · 2017 · Mast, Frank et al. · archived
-
An auditory display that assist commercial drivers in lane changing situations ↗ · 2013 · Fagerlönn, Johan et al. · indexed
-
Evaluating User Response to In-Car Haptic Feedback Touchscreens Using the Lane Change Test ↗ · 2012 · Pitts, Matthew J. et al. · indexed
-
Comparison of Driver Brake Reaction Times to Multimodal Rear-end Collision Warnings ↗ · 2007 · Scott, Jeffrey J et al. · indexed
-
Tactile, Visual, and Crossmodal Visual-Tactile Change Blindness: The Effect of Transient Type and Task Demands ↗ · 2018 · Riggs, Sara Lu et al. · indexed
-
Multiple Attribute Evaluation of Auditory Warning Signals for In-Vehicle Crash Avoidance Warning Systems · 1995 · Tan, A.K. et al. · archived
-
Optimizing multimodal alarms to mitigate inattentional blindness in air traffic control · 2025 · Wickens, C. D. · archived
-
Integrated Vehicle-Based Safety Systems (IVBSS): Human Factors and Driver-Vehicle Interface (DVI) Summary Report · 2008 · Green, P. et al. · archived
-
Supporting Timesharing and Interruption Management Through Multimodal Information Presentation ↗ · 2001 · Ho, Chih-Yuan et al. · indexed
-
The Effect of Advanced Traveler Information Display Modality on Driver Performance ↗ · 2000 · Liu, Yung-Ching et al. · indexed
-
Assessing the Effectiveness of Various Auditory Cues in Capturing a Driver's Visual Attention. ↗ · 2005 · Ho, Cristy et al. · indexed
-
The Impact of Selective Spatial Attention on Auditory–Tactile Integration: An Event-Related Potential Study · 2024 · An, Weichao et al. · archived
-
Looming Auditory and Vibrotactile Collision Warning for Safe Driving ↗ · 2013 · Ho, Cristy et al. · indexed
-
Multimodal Coordination and Attention Capture: The Challenge of Inattentional Blindness for AR-HUD on Complex Roads ↗ · 2025 · Zhu, Qi et al. · indexed
-
-
-
Task-irrelevant auditory stimuli affect audiovisual integration in a visual attention task: Evidence from event-related potentials ↗ · 2011 · Yang, Jingjing et al. · indexed
-
Audio and Visual Cues in a Two-Talker Divided Attention Speech-Monitoring Task ↗ · 2005 · Brungart, Douglas S. et al. · indexed
-
Two senses are better than one: Enhanced orienting to bimodal cues at short cue-target onset asynchronies ↗ · 2026 · Scott, Luke et al. · indexed
-
-
Vibrotactile Displays: A Survey With a View on Highly Automated Driving ↗ · 2015 · Petermeijer, Sebastiaan M. et al. · indexed
-
The Different Effects of Selective Attention and Divided Attention on Audiovisual Temporal Integration ↗ · 2017 · Yang, Jingjing et al. · indexed
-
Vision and Haptics Share Spatial Attentional Resources and Visuotactile Integration Is Not Affected by High Attentional Load ↗ · 2015 · Wahn, Basil et al. · indexed
-
Multimodal Warnings Design for In-Vehicle Robots under Driving Safety Scenarios ↗ · 2022 · Wang, Jianmin et al. · indexed
-
Driver Comprehension of Integrated Collision Avoidance System Alerts Presented Through a Haptic Driver Seat ↗ · 2009 · Fitch, Gregory M et al. · indexed
-
-
Preliminary study on driver acceptance of multiple warnings while driving on highway ↗ · 2008 · Toshihisa Sato et al. · indexed
-
Driver Reaction Time to Tactile and Auditory Rear-End Collision Warnings While Talking on a Cell Phone ↗ · 2009 · Mohebbi, Rayka et al. · indexed
-
Multi-Modal eHMIs: The Relative Impact of Light and Sound in AV-Pedestrian Interaction ↗ · 2024 · Dey, Debargha et al. · indexed
-
The Effect of Spatial Consistence on Multisensory Integration in a Divided Attention Task ↗ · 2018 · Yang, Jingjing et al. · indexed
-
Influence of Auditory or Visual Warning on Visual Reaction Time with Variations of Subjects' Alertness ↗ · 1986 · Letourneau, J. E. et al. · indexed
-
Encouraging Eco-Driving With Visual, Auditory, and Vibrotactile Stimuli ↗ · 2016 · McIlroy, Rich C. et al. · indexed
-
Comprehension of Haptic Seat Displays for Integrated Driver Warning Systems ↗ · 2006 · Kochhar, Dev S. et al. · indexed
-
Striving for a balance between safety performance and driver acceptance in auditory takeover requests ↗ · 2026 · Shi, Jinlei et al. · indexed
-
Multimodal Coordination and Attention Capture: The Challenge of Inattentional Blindness for AR-HUD on Complex Roads ↗ · 2025 · Zhu, Qi et al. · indexed
-
Exploring cross-modal perception in a virtual classroom: the effect of visual stimuli on auditory selective attention · 2025 · Breuer, Carolin et al. · archived
-
-
An Evaluation of Unisensory and Multisensory Adaptive Flight Path Navigation Displays: An Initial Investigation ↗ · 1999 · Moroney, Brian W. et al. · indexed
-
Age, cognitive load, and multimodal effects on driver response to directional warning ↗ · 2019 · Lundqvist, Linda-Marie et al. · indexed
-
The effect of bimodal divided attention on inhibition of return with audiovisual targets ↗ · 2020 · TANG, Xiaoyu et al. · indexed
-
Perceived urgency mapping across modalities within a driving context ↗ · 2014 · Baldwin, Carryl L. et al. · indexed
-
Basic collision warning and driver information systems : human factors research needs : summary report · 1998 · NHTSA · archived
-
Effects of Alarm Modality and Alarm Reliability on Workload, Trust, and Driving Performance ↗ · 2015 · Shah, Smruti J. et al. · indexed
-
Auditory Decision Aiding in Supervisory Control of Multiple Unmanned Aerial Vehicles ↗ · 2009 · Donmez, Birsen et al. · indexed
-
Guiding spatial attention by multimodal reward cues · 2022 · Hoofs, Vincent et al. · archived
-
-
-
-
Enhancing Safety and User Experience in Automated Driving: A Multimodal Comparison of Pneumatic and Vibrotactile Haptic Feedback Takeover Scenarios ↗ · 2025 · Liu, Yang et al. · indexed
-
Effects of Single Versus Multiple Warnings on Driver Performance ↗ · 2007 · Cummings, M.L. et al. · indexed
-
Human factors evaluation of the effectiveness of multi-modality displays in advanced traveler information systems · 1999 · Liu, Yung-Ching et al. · archived
-
Divided attention between simultaneous auditory and visual signals · 1998 · Bonnel, Anne-Marie et al. · archived
-
Audio-visual integration during overt visual attention ↗ · 2008 · Quigley, Cliodhna et al. · indexed
-
Earcons to reduce mode confusions in partially automated vehicles: Development and application of an evaluation method · 2023 · Monsaingeon, Noé et al. · archived
-
How Older Drivers Perceive Warning Alerts? Insights for the Design of Driver–Car Interaction ↗ · 2022 · Rukonić, Luka et al. · indexed
-
On the relative contributions of multisensory integration and crossmodal exogenous spatial attention to multisensory response enhancement ↗ · 2015 · Van der Stoep, N. et al. · indexed
-
Audiovisual looming signals are not always prioritised: evidence from exogenous, endogenous and sustained attention ↗ · 2021 · Huygelier, Hanne et al. · indexed
-
Vibrotactile Alert Systems for Aircraft Handoffs Acceptance in Air Traffic Control ↗ · 2026 · de Paz, Carlos et al. · indexed
-
Multimodal TOR interfaces for L3 autonomous vehicles: a tradeoff analysis of driver trust, cognitive load, and takeover efficiency ↗ · 2026 · Guo, Qi et al. · indexed
-
Attention drives visual processing and audiovisual integration during multimodal communication ↗ · 2023 · Seijdel, Noor et al. · indexed
-
-
How do Naturalistic Visuo-Auditory Cues Guide Human Attention? Insights from Systematic Explorations in Visual Perception of Embodied Multimodal Interaction ↗ · 2025 · Nair, Vipul et al. · indexed
-
Expanded Situational Awareness Without Vision · 2023 · Fink, Paul D. S. et al. · archived
-
Verbal collision avoidance messages during simulated driving: perceived urgency, alerting effectiveness and annoyance ↗ · 2011 · Baldwin, Carryl L. · indexed
-
A Comparison of Different Informative Vibrotactile Forward Collision Warnings: Does the Warning Need to Be Linked to the Collision Event? ↗ · 2014 · Gray, Rob et al. · indexed
-
Redundancy, Modality, and Priority in Dual Task Interference ↗ · 2003 · Wickens, Christopher D. et al. · indexed
-
Audiovisual integration elicited by stimuli peripherally in divided attention task: An event-related potential study ↗ · 2011 · Yang, Weiping et al. · indexed
-
Cross-modal psychological refractory period in vision, audition, and haptics · 2020 · Rau, Pei‐Luen Patrick et al. · archived
-
-
Effect of Visual and Auditory Alerts on Older Drivers’ Glances toward Latent Hazards while Turning Left at Intersections ↗ · 2019 · Bakhtiari, Sarah et al. · indexed
-
Attention Distributed across Sensory Modalities Enhances Perceptual Performance ↗ · 2012 · Mishra, Jyoti et al. · indexed
-
Effects of directional auditory and visual warnings at intersections on reaction times and speed reduction times · 2017 · Bella, Francesco et al. · archived
-
A Pilot Study of the In-Vehicle Safety Advisory and Warning System (IVSAWS) Driver-Alert Warning System Design ↗ · 1992 · Erlichman, Jason · indexed
-
Preliminary evaluation of multi-vibration haptic feedback on a steering wheel spinner ↗ · 2013 · Oh, Sunyoung et al. · indexed
-
Crossmodal links between audition and touch in covert endogenous spatial attention · 2003 · Lloyd, Donna M. et al. · archived
-
Assessing the effectiveness of “intuitive” vibrotactile warning signals in preventing front-to-rear-end collisions in a driving simulator ↗ · 2006 · Ho, Cristy et al. · indexed
-
Tactile Stimuli Increase Effects of Modality Compatibility in Task Switching ↗ · 2015 · Stephan, Denise Nadine et al. · indexed
-
-
On measuring selective attention to an expected sensory modality · 1997 · Spence, Charles et al. · archived
-
-
Multimodal Displays for Take-over in Level 3 Automated Vehicles while Playing a Game ↗ · 2019 · Jeon, Myounghoon · indexed
-
Preliminary Human Factors Guidelines For Crash Avoidance Warning Devices · 1996 · NHTSA · archived
-
-
The Effects of Sensory Modality and Information Priority on In-Vehicle Signing and Information Systems ↗ · 1994 · Mollenhauer, Michael et al. · indexed
-
-
Haptic Warning Characteristics for V2V Safety Applications · 2020 · Marshall, Dawn et al. · archived
-
Examining Speech-Based Auditory Alerts for Intersection Collision Warning Systems using a Driving Simulator ↗ · 2018 · O’Brien, West M. et al. · indexed
-
Investigating the impacts of auditory and visual feedback in advanced driver assistance systems: a pilot study on driver behavior and emotional response ↗ · 2025 · Zou, Zhao et al. · indexed
-
-
Context-Sensitive Auditory Takeover Warning Under Weather and Scenario Demands: A Driving-Simulator Study with Eye-Tracking Evidence ↗ · 2026 · Zhou, Hongmei et al. · indexed
-
Detection and Discrimination of Auditory Alerts in Single- and Dual-Task Conditions: Use of a Free-Response Method ↗ · 2025 · Cummins, Mabel L et al. · indexed
-
-
Complementing Haptic Shared Control With Visual Feedback for Obstacle Avoidance ↗ · 2019 · Abbink, David A. · indexed
-
Auditory Alert Characteristics Impact on Crash Avoidance Warning Response · 2018 · Marshall, Dawn et al. · archived
-
An Auditory Display for Remote Road Vehicle Operation That Increases Awareness and Presence · 2023 · Larsson, Pontus et al. · archived
-
The Effects of Bilateral and Ipsilateral Auditory Stimuli on the Subcomponents of Visual Attention ↗ · 2021 · Fu, Jing et al. · indexed
-
-
Visual and auditory feedback to improve touchscreen usability in turbulence ↗ · 2017 · Wan, Yuzhi et al. · indexed
-
The Effect of Visual and Auditory Modality Mismatching between Distraction and Warning on Pedestrian Street Crossing Behavior ↗ · 2023 · Wu, Renjie et al. · indexed
-
The Effect of Tactile Prompts During the Takeover Process of Autonomous Driving · 2025 · Guo, Sijia et al. · archived
-
Informative Collision Warnings: Effect of Modality and Driver Age ↗ · 2015 · Ahtamad, Mujthaba et al. · indexed
-
Lateral Control Assistance for Car Drivers: A Comparison of Motor Priming and Warning Systems ↗ · 2007 · Navarro, Jordan et al. · indexed
-
-
Dynamic Vibrotactile Signals for Forward Collision Avoidance Warning Systems ↗ · 2014 · Meng, Fanxing et al. · indexed
-
Planning Lane Changes using Advance Visual and Haptic Information · 2022 · Frissen, Ilja et al. · archived
-
Effect of Alert Presentation Mode and Hazard Direction on Driver Takeover from an Autonomous Vehicle ↗ · 2019 · Cortens, Benjamin et al. · indexed
-
-
Haptic Seat Interfaces for Driver Information and Warning Systems ↗ · 2011 · Chang, Wonsuk et al. · indexed
-
In-vehicle crash avoidance warning systems : human factors considerations · 1997 · Huey, R. W. et al. · archived
-
Acquisition, Response, and Error Rates With Three Suites of Collision Warning Sounds · 2009 · Sullivan, John M. et al. · archived
-
Driver behaviour when using an integrated advisory warning display for advanced driver assistance systems ↗ · 2009 · Lindgren, A. et al. · indexed
-
The Influence of Selective and Divided Attention on Audiovisual Integration in Children ↗ · 2016 · Yang, Weiping et al. · indexed
-
Tactile Change Blindness in an Unmanned Aerial Vehicle Control Task ↗ · 2014 · Lu, Sara A. et al. · indexed
-
Planning lane changes using advance visual and haptic information ↗ · 2023 · Frissen, Ilja et al. · indexed
-
Effects Of Spatial and Non-Spatial Multi-Modal Cues on Orienting of Visual-Spatial Attention in an Augmented Environment ↗ · 2007 · Jerome, Christian J. · indexed
-
Live Demonstration: In-Vehicle Auditory Signal Evaluation Platform in A Driving Simulator ↗ · 2023 · Sawa, Fuma et al. · indexed
-
Signal Design Handbook: A New Framework for Designing Alarms, Alerts, and Warnings in Air Traffic Control · 2025 · Ruskin, Keith J. et al. · archived
-
Age differences in visual-auditory self-motion perception during a simulated driving task · 2016 · eRamkhalawansingh, Robert et al. · archived
-
High cognitive load enhances the susceptibility to non-speech audiovisual illusions ↗ · 2018 · Michail, Georgios et al. · indexed
-
A Handbook for Signal Design: Alarms, Alerts, and Warnings in Air Traffic Control · 2022 · Ruskin, Keith J et al. · archived
-
Selective Attention and Multisensory Integration: Multiple Phases of Effects on the Evoked Brain Activity ↗ · 2005 · Talsma, Durk et al. · indexed
-
-
Interruption Management: The Use of Attention-Directing Tactile Cues · 2005 · Hopp, Pamela J. et al. · archived
-
Dual-task interference while receiving information on a head mounted display and manual tracking with and without auditory warnings ↗ · 2022 · Ward, Matthew D. et al. · indexed
-
Design and evaluation of a vibrotactile seat to improve spatial awareness while driving ↗ · 2010 · Morrell, John et al. · indexed
-
Menu Navigation With In-Vehicle Technologies: Auditory Menu Cues Improve Dual Task Performance, Preference, and Workload ↗ · 2014 · Jeon, Myounghoon et al. · indexed
-
-
Presentation Level and the Attentional Workload of Comprehending Verbal Messages: Implications for Design of Verbal Warnings ↗ · 1999 · Baldwin, Carryl L. et al. · indexed
-
Multimodal feedback enhances human belief updating performance and reduces cognitive load in urban drone operation. ↗ · 2026 · Sun, B et al. · indexed
-
Questionnaire Survey on Vibration Patterns for Driving Assistant System Generated in a Chair with Built-in Vibrator ↗ · 2021 · KAWASHIMA, Takeshi · indexed
-
Failure of the extended contingent attentional capture account in multimodal settings ↗ · 2006 · Van der Lubbe, Rob H. J. et al. · indexed
-
Representational Alignment for Multimodal Distracted Driving Detection: Parameter-efficient Adaptation of a Unified Embedding Space ↗ · 2026 · Dontoh, Anthony et al. · indexed
-
Visual Feedback for In-Car Voice Assistants · 2026 · Marinissen, Thomas et al. · archived
-
Vibrotactile feedback in steering wheel reduces navigation errors during GPS-guided car driving ↗ · 2011 · Ege, E. S. et al. · indexed
-
A Study of Driver Attention Management Method for Listening Warning Sound in Using Voice Operation System ↗ · 2017 · ITOH, Kazuya et al. · indexed
-
An In-Vehicle Auditory Signal Evaluation Platform based on a Driving Simulator · 2023 · SAWA, Fuma et al. · archived
-
Factors Influencing the Performance Advantage of Speech Technology ↗ · 1981 · Wickens, Christopher D. et al. · indexed
-
Multisensory integration attenuates visually induced oculomotor inhibition of return ↗ · 2022 · Tang, Xiaoyu et al. · indexed
-
Attending to visual or auditory motion affects perception within and across modalities: an event‐related potential study ↗ · 2005 · Beer, Anton L. et al. · indexed
-
The effect of different sensory modalities on inattentional blindness in a virtual environment for attentional loss improvement ↗ · 2022 · Tian, Yanqiu et al. · indexed
-
Warning Signal Design: A Key Human Factors Issue in an In-Vehicle Front-To-Rear-End Collision Warning System ↗ · 1992 · Horowitz, Avraham D. et al. · indexed
-
Auditory Messages for Intersection Movement Assist (IMA) Systems: Effects of Speech- and Nonspeech-Based Cues ↗ · 2021 · Wu, Xingwei et al. · indexed
-
Increasing the User Experience in Autonomous Driving through different Feedback Modalities ↗ · 2021 · Schneider, Tobias et al. · indexed
-
Knuckles notifications: mid-air haptic feedback on the dorsal hand for hands-on-the-wheel driving · 2024 · Montano, Roberto et al. · archived
-
-
-
Test of HMI Alternatives for Driver Support to Keep Safe Speed and Safe Distance - A Simulator Study ↗ · 2008 · Adell, Emeli et al. · indexed
-
Human Performance with Vocal Cueing of Automation State Changes in an Adaptive System ↗ · 2006 · Warren-Noell, Heather L. et al. · indexed
-
Multisensory Congruency Enhances Explicit Awareness in a Sequence Learning Task ↗ · 2017 · Silva, Andrew E. et al. · indexed
-
Within-modality and cross-modality attentional blinks in a simple discrimination task ↗ · 2006 · Hein, Grit et al. · indexed
-
Spatial Auditory Interface for an Embedded Communication Device in a Car ↗ · 2008 · Sodnik, Jaka et al. · indexed
-
Cue the effects: Stimulus-action effect modality compatibility and dual-task costs. · 2020 · Schacherer, Jonathan et al. · archived
-
Cross-modal interactions at the audiovisual cocktail-party revealed by behavior, ERPs, and neural oscillations ↗ · 2023 · Klatt, Laura‐Isabelle et al. · indexed
-
Analyses of the Drivers’ Responses in Final Surveys to the In-Vehicle Receiver (IVR) · 2004 · Benekohal, Rahim F. et al. · archived
-
Comparing haptic and audio navigation cues on the road for distracted drivers with a skin stretch steering wheel ↗ · 2017 · Ploch, Christopher J. et al. · indexed
-
The Multimodal Evaluation Module: Design and Validation of a Model-Based Tool to Predict Pilot Noticing of Multimodal Information on the Flight Deck ↗ · 2012 · Sebok, Angelia et al. · indexed
-
Effects of Vibrotactile Stimulation for Sustaining Performance in a Vigilance Task ↗ · 2011 · Arrabito, G. Robert et al. · indexed
-
The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence · 2021 · Marucci, Matteo et al. · archived
-
<title>Interface between the driver and collision warning systems: lessons in complexity</title> ↗ · 1997 · Wallace, John S. et al. · indexed
-
Vibrotactile pedals: provision of haptic feedback to support economical driving ↗ · 2013 · Birrell, Stewart et al. · indexed
-
Auditory Preemption versus Multiple Resources: Who Wins in Interruption Management? ↗ · 2005 · Wickens, Christopher D. et al. · indexed
-
Looming Auditory Collision Warnings for Semi-Automated Driving ↗ · 2018 · Lahmer, Marie et al. · indexed
-
Effectiveness of Lateral Auditory Collision Warnings: Should Warnings Be Toward Danger or Toward Safety? ↗ · 2020 · Chen, Jing et al. · indexed
-
Detection of Differences in Duration of Acoustic and Electrical Cutaneous Stimuli in a Vigilance Task ↗ · 1962 · Loeb, M. et al. · indexed
-
Multisource heterogeneous data fusion: multimodal modeling approach for intelligent safety driving assistance system ↗ · 2024 · Tong, Xiaochun et al. · indexed
-
Modality effects on cognitive load and performance in high-load information presentation ↗ · 2009 · Cao, Yujia et al. · indexed
-
Visibility of road hazards in thermal, visible, and sensor-fused night-time imagery ↗ · 2000 · McCarley, Jason S et al. · indexed
-
Display Formatting in Information Integration and Nonintegration Tasks ↗ · 1987 · Boles, David B. et al. · indexed
-
-
Using multichannel communication systems to observe selective and divided attention ↗ · 2007 · Gripper, Misty et al. · indexed
-
Cognitive load theory, modality of presentation and the transient information effect ↗ · 2011 · Leahy, Wayne et al. · indexed
-
-
Modality Congruence, Multiple Resource Theory and Intermedia Broadcast Comparisons: An Elaboration ↗ · 1992 · Leigh, James H. · indexed
-
Size Matters: The Role of Auditory and Visual Scale in the Identification of Unfamiliar Voices ↗ · 2006 · Kilgore, Ryan · indexed
-
Integrated displays and the perception of graphical data ↗ · 1991 · Goettl, Barry P. et al. · indexed
-
Crowdsourced Measurement of Reaction Times to Audiovisual Stimuli With Various Degrees of Asynchrony ↗ · 2018 · Bazilinskyy, Pavlo et al. · indexed
-
A Simulated Environment Experiment on Annoyance Due to Combined Road Traffic and Industrial Noises ↗ · 2015 · Marquis-Favre, Catherine et al. · indexed
-
Stop signals delay synchrony more for finger tapping than vocalization: a dual modality study of rhythmic synchronization in the stop signal task ↗ · 2018 · Castro-Meneses, Leidy J. et al. · indexed
-
Development of the ability to combine visual and acoustic information in working memory ↗ · 2018 · Cowan, Nelson et al. · indexed
-
Multimodal Sensor Fusion in Autonomous Vehicles: Technologies, Architectures, and Open Challenges. ↗ · 2026 · Viktor P et al. · indexed
-
Frequency-tagging captures distinct neural responses elicited by bilateral periodic thermonociceptive stimulation ↗ · 2025 · Leu, Chiara et al. · indexed
-
Developing Video or Multimedia Instructions for Older Adults ↗ · 2018 · Pryor, Makenzie et al. · indexed
-
Characteristics of continuous attention to visual and auditory channels in children aged 12-14 years: An ERP study ↗ · 2024 · Yu, Bingbing et al. · indexed
-
Uncertainty-Aware Evidential Fusion for Multi-Modal Object Detection in Autonomous Driving ↗ · 2026 · Yang, Qihang et al. · indexed
-
Relationship between exposure to multiple noise sources and noise annoyance ↗ · 2004 · Miedema, Henk · indexed
-
Joint Representation Learning for Multi-Modal Transportation Recommendation ↗ · 2019 · Liu, Hao et al. · indexed
-
-
Visual Attention Model for Name Tagging in Multimodal Social Media ↗ · 2018 · Lu, Di et al. · indexed
-
-
A review on the use of agricultural and animal byproducts in polymer composites: a sustainable approach to materials reinforcement ↗ · 2026 · Haruna, Badamasi et al. · indexed
-
Improvement of Image Fusion Using Multi-Resolution Color Images ↗ · 2025 · Ahmed, Woroud F. Ahmed et al. · indexed
-
Learning From Innovative Approaches to Dual Horizontal Well Completions in Challenging Reservoirs ↗ · 2025 · Almasri, Abdulrakeeb et al. · indexed
-
Holistic Approach of Well Completion in the First Dual Horizontal Lateral Oil Well Architecture with Full Wellbore Access ↗ · 2025 · Alabduh, Sharidah et al. · indexed
-
On Fusing Wireless Fingerprints with Pedestrian Dead Reckoning to Improve Indoor Localization Accuracy ↗ · 2025 · Fernando, Gimo C. et al. · indexed
-
-
Dissimilar Metal Bonding by Friction Stir Welding: Magnesium to Steel Joints ↗ · 2026 · Pipavat, Kapil B et al. · indexed