HMI Design for Autonomous Driving

AI-powered HMI for autonomous cars, integrating four screens to aid novice drivers and adapt to diverse driving conditions.

Project overview

This project is focused on developing an AI-powered HMI system for autonomous cars to assist novice drivers. It aims to integrate four screens(Mobile+Central control screen+Instrument screen+HUD) for an intuitive and safe driving experience, adapting to various driving conditions. The project emphasizes user-friendly design, reducing driver distraction, and enhancing safety, particularly for those new to driving. The goal is to create an interface that is both technologically advanced and easily navigable for beginners.

AI Integration

Natural Language Processing (NLP)+ Machine Learning+ Computer Vision+ Robotics+ Digital Twin

Future-Proofing Design

Information

Type
Product Design
Platform
HMI Screens
My Role
Solo Academia Project
Design Method
User Research | Use Case Scenarios | 3D Modeling | Prototyping | Usability Testing | Heuristic Evaluation | Accessibility Considerations

Final Design

Mobile End

Central Control Screen End

Central Control Screen End

HUD & Hardware

Research

Industry Research

The 2022 study by Du, Y., Zhi, Jy., & He, Sj. in "Scientific Reports" highlights the crucial role of experience in improving driving performance, especially for high-speed train drivers. Novice drivers are slower and more prone to speeding, with a higher risk of accidents. Training and experience significantly reduce these risks; a trainee driver's accident probability drops by 38%, and an experienced driver's by 94%. This emphasizes the need for extensive practice and awareness of traffic complexities in enhancing driving safety.

Design Regulations

Design Principles

Interview Insights

HMW Questions

Design Process

Info Architecture

Wireframe

Key Features

Driving Scenario Illustration

Mobile Onboarding

Synchronous Driving setting& AI Preference

Synchronous Driving setting& AI Preference

Central control screen + Instrument screen
Driving Process Flow

Dangerous Driving Alerts & Instructions

Danger Escalation& System Takeover

Handing Back Driving Control

Mobile Practice Report