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Human Machine Interface

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​​Connected Automated Vehicles promise a range of potential benefits. Realizing these objectives hinges on proper interaction of these vehicles with their drivers as well as other human road users. In S+M.ai we offer strategic, technical & operational guidance on driver behavior under different traffic scenarios, characterize how transportation system reacts to CAVs’ different driving behavior, & equip CAVs with accurate models of human behavior to safely & efficiently navigate in mixed traffic environments.

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90%

More than 90% of motor vehicle crashes on US roads in 2019 were tied to human errors.

2030

Human-driven vehicles will still contribute to nearly 50% of the vehicles by 2030.

52%

52% of people believe that automated vehicles still require some level of human control.

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Key Areas of HMI Services
In-Vehicle Human
Machine Interaction

Humans should effectively interact with CAVs (machines) in a  predictable way. It is important to understand how Human-Related Parameters (such as distractions, impairments, & driving style) & Machine-Related Parameters (such as ADAS & AV disengagement) could potentially impact general driving behavior in transportation networks.

  • Indicator-based eco-efficiency assessment
    Identify how your decisions regarding the supply chain of your business will likely affect the environmental and economic sustainability performances of your business
  • Assess Economic & Environmental Performance
    Quantify and visualize the scope-based emissions and costs of your business’ supply chain to redesign your supply chain sustainability strategy
  • Measure & Monitor Progress towards Corporate Sustainability Objectives
    Define your sustainability objectives based on current scientific findings and international efforts related to global sustainability and gain insights into the pace of your progress
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Vehicle & Human-Road-User Interaction
  • Indicator-based eco-efficiency assessment
    Identify how your decisions regarding the supply chain of your business will likely affect the environmental and economic sustainability performances of your business
  • Assess Economic & Environmental Performance
    Quantify and visualize the scope-based emissions and costs of your business’ supply chain to redesign your supply chain sustainability strategy
  • Measure & Monitor Progress towards Corporate Sustainability Objectives
    Define your sustainability objectives based on current scientific findings and international efforts related to global sustainability and gain insights into the pace of your progress

CAVs should effectively interact with nearby human actors, predict their actions, & behave in a socially predictable way. It is important to not only equip CAVs with the  required techniques to safely & efficiently operate in mixed traffic environments, but also characterize their potential impact on general behavior of human road users in future transportation systems. 

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Our Promise
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Technology

  • Drone

  • Virtual Reality

  • Driving Simulator / Bike Simulator / Traffic simulation

  • In-vehicle Technology (eco-driving)

  • Eye-tracing

  • Machine Learning / Game Theory

Standards

  • ISO-26262

Our Partner
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SABA Center at Morgan State University

The Safety and Behavioral Analysis Center (SABA Center) at Morgan State University is an academic applied research lab to support global, national, state, and local efforts to solve traffic safety and mobility problems. The SABA Center accomplishes this mission by studying drivers' behavior through state-of-the-art technology and software.

Our Senior Advisors
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HMI Case Studies
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Unlock your potential with S+M's Professional Services.

S+M offers solutions backed by years of experience with automotive technologies and robust software engineering services to help mobility companies and federal authorities get in the fast lane to the future of mobility. Our consulting services aim to keep your business on top of the ever-changing global market and in line with the latest technology trends.

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