NZERO - Research

Autonomous Driving (Lv.4/4+) Based Shared Vehicle Service

Based on a living lab, we develop and build usability, operational efficiency, service adequacy, driving safety, data interface, and operational monitoring systems for autonomous shared vehicle services, and conduct performance evaluation, analysis, and system advancement research based on demonstration data.

Autonomous Shared Vehicle
Service Evaluation System

Driving Risk Zone
Safety Monitoring

Real-time Integrated Data
Interface Linkage

Living Lab Operation &
Control Platform

Key Technologies

Real-time Large-scale
Stream Processing

Driving Data-based
Map Matching Technology

V2X·V2N Based
Road Environment Analysis

Multi-agency Data Integration
Collection & Flow Monitoring

Cloud Infrastructure
Operations (Azure/AWS)

Kubernetes-based
Data Pipeline Construction

Mobility Service Technology Development for the Transportation Disadvantaged

We design, develop, and verify the performance of control and data pipeline systems for autonomous driving services for the transportation disadvantaged, and conduct service technology development and demonstration research based on data collection and learning for in-vehicle care of the transportation disadvantaged.

Transportation Disadvantaged
Integrated Linkage System

AI-based In-vehicle
Care Service Verification

Large-scale Data
Pipeline Optimization

Living Lab Operation &
Control Platform

Key Technologies

Real-time Large-scale
Stream Processing

Deep Learning-based
In-vehicle Anomaly Detection

Edge Device Remote
Control & Deployment

Multi-agency Data Integration
Collection & Flow Monitoring

Cloud Infrastructure
Operations (Azure/AWS)

Kubernetes Pipeline &
API Security