Technology

Mobility Sensor Fusion

One unified environmental model from every sensor on the vehicle — camera, radar, IMU, GPS, ultrasonic and CAN.

Overview

Automata Mobility fuses heterogeneous automotive sensors into a single, temporally consistent world model. By combining vision, radar, inertial, positional and vehicle-bus signals, the platform delivers robust perception for collision avoidance, emergency braking, stability control, adaptive cruise and rider assistance — even when individual sensors fail or degrade.

Technology Architecture

Sensor → Fusion → AI → Decision → CAN → Actuator.

A deterministic pipeline that turns raw multi-modal signals into safe vehicle actions on the CAN bus.

L01

Sensor Layer

Camera, radar, IMU, GPS, ultrasonic, CAN.

L02

Fusion Layer

Time-synced association and Kalman/DL fusion.

L03

AI Decision Layer

Prediction, arbitration and planning.

L04

Actuation Layer

CAN commands to brake, throttle and steering.

Core Components

Building blocks of the stack.

Camera

Visual perception and scene understanding.

Radar

Range, velocity and closing rate.

IMU

Acceleration, pitch, roll, yaw and lean angle.

GPS

Global positioning and heading.

Wheel Speed

Per-wheel odometry.

Steering Angle

Driver / rider input intent.

Brake Pressure

Hydraulic and electronic brake state.

Throttle Position

Powertrain demand signal.

Ultrasonic

Short-range proximity sensing.

CAN Signals

Vehicle bus telemetry.

Automotive Workflow

From signal to action.

01
Sensor
Multi-modal data captured across the vehicle.
02
Fusion
Time-aligned, cross-validated world model.
03
AI
Prediction and risk reasoning.
04
Decision
Safe action selected within the envelope.
05
CAN
Command dispatched over the vehicle bus.
06
Actuator
Brake, throttle and steering respond.
Real-world Applications

Where it drives value.

Collision Avoidance

Threat detection and mitigation.

Emergency Braking

Autonomous braking under threat.

Vehicle Stability

Yaw and traction intelligence.

Adaptive Cruise

Longitudinal driving control.

Rider Assistance

Two-wheeler dynamic safety.

Benefits

Engineered outcomes.

Redundancy

Safe degradation when a sensor fails.

Higher Accuracy

Complementary sensors reduce error.

All-Weather Perception

Robust across night, rain and glare.

Build the next generation of mobility.

Partner with Automata Mobility to bring intelligent, safe and connected vehicles to the road.