Table 4 Simulation setup details.

From: Enhanced CNN based approach for IoT edge enabled smart car driving system for improving real time control and navigation

Parameter

Description

MATLAB version

2023

Toolboxes used

Simulink, Image Processing Toolbox, Deep Learning Toolbox

Computer configurations

CPU: Intel Core i7-11700 K, RAM: 32GB, GPU: NVIDIA RTX 3080

Sensor information

 

GPS sensor

- Type: Global Positioning System (GPS)

 

- Accuracy: ±2.5 m

 

- Update Rate: 1 Hz

Camera sensor

- Type: RGB camera

 

- Resolution: 1920 × 1080 pixels

 

- Frame Rate: 30 frames per second (fps)

Radar sensor

- Type: Doppler radar

 

- Range: Up to 200 m

 

- Velocity resolution: 0.1 m/s

LiDAR sensor

- Type: Light Detection and Ranging (LiDAR)

 

- Range: Up to 100 m

 

- Angular resolution: 0.1 degrees

Ultrasonic sensor

- Type: Ultrasonic distance sensor

 

- Range: Up to 4 m

 

- Resolution: 1 mm