用代码stm32使用pid计算mpu6050
下面是一个使用PID算法控制MPU6050的示例代码:
#include "stm32f4xx.h"
#include "stm32f4xx_gpio.h"
#include "stm32f4xx_rcc.h"
#include "stm32f4xx_usart.h"
#include "stm32f4xx_i2c.h"
#include "stm32f4xx_syscfg.h"
#define MPU6050_ADDRESS 0x68
#define P_GAIN 1.0f
#define I_GAIN 0.0f
#define D_GAIN 0.0f
float p_gain = P_GAIN;
float i_gain = I_GAIN;
float d_gain = D_GAIN;
float target_angle = 0.0f;
float current_angle = 0.0f;
float prev_angle = 0.0f;
float integral = 0.0f;
float derivative = 0.0f;
float pid_output = 0.0f;
void MPU6050_Init(void);
void MPU6050_Read_Accelerometer(float* x, float* y, float* z);
void MPU6050_Calculate_Angle(float ax, float ay, float az, float* angle);
void PID_Controller(void);
void Delay(__IO uint32_t nCount) {
while(nCount--) {
}
}
int main(void) {
MPU6050_Init();
while(1) {
float ax, ay, az;
MPU6050_Read_Accelerometer(&ax, &ay, &az);
MPU6050_Calculate_Angle(ax, ay, az, ¤t_angle);
PID_Controller();
// 控制输出代码
Delay(1000);
}
}
void MPU6050_Init(void) {
I2C_InitTypeDef I2C_InitStruct;
GPIO_InitTypeDef GPIO_InitStruct;
RCC_APB1PeriphClockCmd(RCC_APB1Periph_I2C1, ENABLE);
RCC_AHB1PeriphClockCmd(RCC_AHB1Periph_GPIOB, ENABLE);
GPIO_InitStruct.GPIO_Pin = GPIO_Pin_6 | GPIO_Pin_9;
GPIO_InitStruct.GPIO_Mode = GPIO_Mode_AF;
GPIO_InitStruct.GPIO_Speed = GPIO_Speed_50MHz;
GPIO_InitStruct.GPIO_OType = GPIO_OType_OD;
GPIO_InitStruct.GPIO_PuPd = GPIO_PuPd_UP;
GPIO_Init(GPIOB, &GPIO_InitStruct);
GPIO_PinAFConfig(GPIOB, GPIO_PinSource6, GPIO_AF_I2C1);
GPIO_PinAFConfig(GPIOB, GPIO_PinSource9, GPIO_AF_I2C1);
I2C_InitStruct.I2C_ClockSpeed = 400000;
I2C_InitStruct.I2C_Mode = I2C_Mode_I2C;
I2C_InitStruct.I2C_DutyCycle = I2C_DutyCycle_2;
I2C_InitStruct.I2C_OwnAddress1 = 0x00;
I2C_InitStruct.I2C_Ack = I2C_Ack_Enable;
I2C_InitStruct.I2C_AcknowledgedAddress = I2C_AcknowledgedAddress_7bit;
I2C_Init(I2C1, &I2C_InitStruct);
I2C_Cmd(I2C1, ENABLE);
while(I2C_GetFlagStatus(I2C1, I2C_FLAG_BUSY));
I2C_GenerateSTART(I2C1, ENABLE);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_MODE_SELECT));
I2C_Send7bitAddress(I2C1, MPU6050_ADDRESS << 1, I2C_Direction_Transmitter);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_TRANSMITTER_MODE_SELECTED));
I2C_SendData(I2C1, 0x6B);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_TRANSMITTED));
I2C_SendData(I2C1, 0);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_TRANSMITTED));
I2C_GenerateSTOP(I2C1, ENABLE);
}
void MPU6050_Read_Accelerometer(float* x, float* y, float* z) {
I2C_GenerateSTART(I2C1, ENABLE);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_MODE_SELECT));
I2C_Send7bitAddress(I2C1, MPU6050_ADDRESS << 1, I2C_Direction_Transmitter);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_TRANSMITTER_MODE_SELECTED));
I2C_SendData(I2C1, 0x3B);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_TRANSMITTED));
I2C_GenerateSTART(I2C1, ENABLE);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_MODE_SELECT));
I2C_Send7bitAddress(I2C1, MPU6050_ADDRESS << 1, I2C_Direction_Receiver);
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_RECEIVER_MODE_SELECTED));
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_RECEIVED));
*x = (float)I2C_ReceiveData(I2C1) / 16384.0f;
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_RECEIVED));
*y = (float)I2C_ReceiveData(I2C1) / 16384.0f;
while(!I2C_CheckEvent(I2C1, I2C_EVENT_MASTER_BYTE_RECEIVED));
*z = (float)I2C_ReceiveData(I2C1) / 16384.0f;
I2C_GenerateSTOP(I2C1, ENABLE);
}
void MPU6050_Calculate_Angle(float ax, float ay, float az, float* angle) {
*angle = atan2f(ay, az) * 180.0f / 3.14159265f;
}
void PID_Controller(void) {
float error = target_angle - current_angle;
integral += error;
derivative = current_angle - prev_angle;
pid_output = p_gain * error + i_gain * integral + d_gain * derivative;
prev_angle = current_angle;
}
这是一个简单的使用STM32和PID算法控制MPU6050的示例代码。代码中的MPU6050_Init函数用于初始化MPU6050,MPU6050_Read_Accelerometer函数用于读取加速度计的数据,MPU6050_Calculate_Angle函数用于计算当前角度,PID_Controller函数用于执行PID控制算法。
在main函数中,首先调用MPU6050_Init函数初始化MPU6050,然后进入一个无限循环中。循环中,首先调用MPU6050_Read_Accelerometer函数读取加速度计的数据,然后调用MPU6050_Calculate_Angle函数计算当前角度,接着调用PID_Controller函数执行PID控制算法,最后进行控制输出的代码。循环中的Delay函数用于延时一段时间。
在PID控制器中,首先计算误差error,然后将误差累加到积分项integral中,计算差分项derivative,最后根据PID参数计算PID输出pid_output。注意,这里的控制输出代码需要根据具体的硬件平台和控制方式进行修改
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