Creating an analog input in Simulink for a microcontroller involves configuring both the Simulink model and the hardware support package. Here's a complete guide:
Prerequisites
- Install MATLAB & Simulink
- Install Hardware Support Package for your microcontroller:
- For Arduino: MATLAB Support Package for Arduino Hardware
- For STM32: STM32-MAT/TARGET (for STM32CubeMX integration)
- For ESP32: Simulink Coder Support Package for ESP32/ESP8266
Step-by-Step Guide (Using Arduino as Example)
Step 1: Configure Hardware in Simulink
- Open Simulink and create a new model
- Go to Modeling > Model Settings (or press Ctrl+E)
- In Hardware Implementation pane:
- Hardware board: Select your microcontroller (e.g., "Arduino Uno")
- Apply the settings
Step 2: Add Analog Input Block
- In the Simulink Library Browser, navigate to:
- Simulink Support Package for Arduino Hardware > Common
- OR: Simulink Support Package for [Your Board] > Analog
- Drag the "Analog Input" block into your model
Step 3: Configure the Analog Input Block
Double-click the block to configure:
- Pin: Select the analog pin (e.g., A0, A1, etc.)
- Sample Time: Set the sampling rate (e.g., 0.01 for 100 Hz)
- Output data type: Usually uint16 (0-1023 for 10-bit ADC) or double
Step 4: Process the Analog Signal
The raw ADC value needs processing. A typical configuration:
text
[Analog Input] → [Gain Block] → [Data Type Conversion] → [Scope/Display]
Example conversion to voltage (Arduino - 5V reference):
- Raw ADC range: 0-1023 (10-bit)
- Voltage = (ADC Value × 5.0) / 1023
- Use Gain block with value 5.0/1023
Step 5: Complete Example Model
Here's a simple model to read a potentiometer:
text
[Analog Input (Pin A0)]
↓
[Gain Block (Value: 5.0/1023)] % Convert to voltage
↓
[Data Type Conversion (to double)]
↓
[Scope] [Display Block]
Library Blocks Used:
- Analog Input (from Hardware Support)
- Gain (Simulink > Math Operations)
- Data Type Conversion (Simulink > Signal Attributes)
- Scope (Simulink > Sinks)
Advanced Configurations
1. Multiple Analog Inputs
Use multiple Analog Input blocks for different pins:
text
[A0] → [Processing] → [Scope Channel 1]
[A1] → [Processing] → [Scope Channel 2]
[A2] → [Processing] → [Scope Channel 3]
2. Data Logging
Add "To Workspace" block to save data to MATLAB:
text
[Analog Input] → [Processing] → [To Workspace]
Configure "To Workspace" with variable name like sensorData
3. Real-Time Visualization
Use "Dashboard" blocks for better visualization:
Knob, Gauge, Lamp blocks (Simulink > Dashboard)
4. Conditional Processing
Add threshold detection:
text
[Analog Input] → [Relational Operator] → [LED Output]
Example: Turn on LED when voltage > 2.5V
STM32 Specific Configuration
For STM32, the process is similar but may require STM32CubeMX integration:
1. Use STM32CubeMX Block:
- Add "STM32 Configuration" block from library
- Configure ADC channels in CubeMX interface
2. ADC Block:
- Use "ADC Read" block from STM32 library
- Configure channel, sampling time, resolution
ESP32 Specific Configuration
ESP32 has specific ADC characteristics:
matlab
% ESP32 ADC is non-linear, may need calibration
[Analog Input] → [Lookup Table] → [Calibrated Output]
Complete Working Example (Potentiometer Reader)
Here's MATLAB code to create a complete model programmatically:
matlab
% Create a new model
model = 'analog_input_model';
new_system(model);
open_system(model);
% Add blocks programmatically
add_block('simulink/Commonly Used Blocks/Constant', [model '/Constant'], 'Position', [100, 100, 130, 130]);
add_block('arduinobaseblocks/AnalogInputBlock', [model '/Analog Input'], 'Position', [200, 100, 250, 130]);
add_block('simulink/Commonly Used Blocks/Scope', [model '/Scope'], 'Position', [400, 100, 430, 130]);
% Connect blocks
add_line(model, 'Analog Input/1', 'Scope/1');
% Save and simulate
save_system(model);
sim(model);
Common Issues and Solutions
- "Block not supported" error: Install correct hardware support package
- No data in Scope: Check board connection and pin configuration
- Incorrect values: Verify voltage reference and ADC resolution
- Slow sampling: Reduce sample time or use hardware-timed acquisition
Key Parameters to Adjust
- Sample Time: Start with 0.01 seconds (100 Hz)
- ADC Resolution: 10-bit (Arduino) or 12-bit (STM32/ESP32)
- Voltage Reference: Usually 3.3V or 5V
- Data Type: Use double for processing, uint16 for raw data
This setup will give you real-time analog input from your microcontroller directly in Simulink for simulation, visualization, and control algorithm development!
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