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This repo consists of the implementation of ADAS algorithms on Arduino, namely, Adaptive Cruise Control and Autonomous Lane Keeping. It also contains Sensor Signal Processing implementations.

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prateeks97/ADAS_Algorithms_on_F1_10th

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Implementation of ADAS algorithms on F1/10th using Arduino IDE.

Objective:

The objective was to design and implement the vehicle control algorithms such that vehicle was able to maintain a distance of 30cm from any object placed ahead of it. It was also required to stop the vehicle 30cm away from a stationary obstacle placed ahead of it. The second was to maintain a distance of 40cm from the side wall and remain in the center of the defined lane.

For this activity, an initial sub-task of implementing sensor signal processing was accomplished, and then the task of developing ADAS algorithms for the F1/10th car were undertaken.

1. Sensor signal processing:

1a. Sensor fusion with digital filtering

Implementation details can be found here

1b. Ultrasonic sensor-based Localization system

Implementation details can be found here

2. ACC and Lane-keeping

Implementation details can be found here

For ACC

  • Sampling the time data received from the sensor
  • Implementing Exponential Filter
  • PID Implementation
  • PWM Implementation

For Lane Keeping

  • Sampling the time data received from the sensor
  • Implementing Exponential Filter
  • PID Implementation

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This repo consists of the implementation of ADAS algorithms on Arduino, namely, Adaptive Cruise Control and Autonomous Lane Keeping. It also contains Sensor Signal Processing implementations.

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