一、MAX30102心率血氧传感器介绍
在健康监测领域,脉搏血氧仪和心率传感器是至关重要的部件。MAX30102作为一款集成度高、性能出色的传感器,能够精确测量人体的心率和血氧饱和度,广泛应用于可穿戴设备、医疗监护仪器等产品中。了解并掌握MAX30102的使用方法,对于开发具有创新性的健康监测设备具有重要意义。
二、MAX30102心率血氧传感器工作原理介绍
(一)光电容积脉搏波原理(PPG)
MAX30102利用光电容积脉搏波原理来检测脉搏信号。它内置了红外LED和红光LED,通过向人体组织发射光线,并检测反射或透射回来的光强度变化。当心脏跳动时,血管内的血液量会发生周期性变化,这导致对光线的吸收和散射程度也随之改变。传感器接收到的光强度变化信号经过处理后,可得到脉搏波信号。
(二)血氧饱和度计算原理
血氧饱和度(SpO2)是指血液中氧合血红蛋白(HbO2)占总血红蛋白(Hb)的百分比。MAX30102通过同时检测红外光和红光的吸收情况,利用特定的算法来计算血氧饱和度。由于HbO2和Hb对红外光和红光的吸收特性不同,根据朗伯 - 比尔定律,通过测量两种光的吸收比例,可推算出血氧饱和度的值。
三、stm32cubemx配置



四、代码
main.c
#include "stdint.h"
/* USER CODE END Includes */
/* Private typedef -----------------------------------------------------------*/
/* USER CODE BEGIN PTD */
/* USER CODE END PTD */
/* Private define ------------------------------------------------------------*/
/* USER CODE BEGIN PD */
/* USER CODE END PD */
/* Private macro -------------------------------------------------------------*/
/* USER CODE BEGIN PM */
/* USER CODE END PM */
/* Private variables ---------------------------------------------------------*/
/* USER CODE BEGIN PV */
extern int heart;
extern float SpO2;
/* USER CODE END PV */
/* Private function prototypes -----------------------------------------------*/
void SystemClock_Config(void);
/* USER CODE BEGIN PFP */
/* USER CODE END PFP */
/* Private user code ---------------------------------------------------------*/
/* USER CODE BEGIN 0 */
int fputc(int ch,FILE *f)
{
HAL_UART_Transmit(&huart1,(uint8_t *)&ch,1,1000);
return ch;
}
/* USER CODE END 0 */
/**
* @brief The application entry point.
* @retval int
*/
int main(void)
{
/* USER CODE BEGIN 1 */
/* USER CODE END 1 */
/* MCU Configuration--------------------------------------------------------*/
/* Reset of all peripherals, Initializes the Flash interface and the Systick. */
HAL_Init();
/* USER CODE BEGIN Init */
/* USER CODE END Init */
/* Configure the system clock */
SystemClock_Config();
/* USER CODE BEGIN SysInit */
/* USER CODE END SysInit */
/* Initialize all configured peripherals */
MX_GPIO_Init();
MX_USART1_UART_Init();
MX_I2C2_Init();
/* USER CODE BEGIN 2 */
Max30102_reset(); //����max30102
MAX30102_Config(); //����max30102
printf("MAX30102初始化完成\n");
/* USER CODE END 2 */
/* Infinite loop */
/* USER CODE BEGIN WHILE */
while (1)
{
blood_Loop();
/* USER CODE END WHILE */
/* USER CODE BEGIN 3 */
}
/* USER CODE END 3 */
}
/**
* @brief System Clock Configuration
* @retval None
*/
void SystemClock_Config(void)
{
RCC_OscInitTypeDef RCC_OscInitStruct = {0};
RCC_ClkInitTypeDef RCC_ClkInitStruct = {0};
/** Configure the main internal regulator output voltage
*/
if (HAL_PWREx_ControlVoltageScaling(PWR_REGULATOR_VOLTAGE_SCALE1) != HAL_OK)
{
Error_Handler();
}
/** Initializes the RCC Oscillators according to the specified parameters
* in the RCC_OscInitTypeDef structure.
*/
RCC_OscInitStruct.OscillatorType = RCC_OSCILLATORTYPE_HSE;
RCC_OscInitStruct.HSEState = RCC_HSE_ON;
RCC_OscInitStruct.PLL.PLLState = RCC_PLL_ON;
RCC_OscInitStruct.PLL.PLLSource = RCC_PLLSOURCE_HSE;
RCC_OscInitStruct.PLL.PLLM = 1;
RCC_OscInitStruct.PLL.PLLN = 18;
RCC_OscInitStruct.PLL.PLLP = RCC_PLLP_DIV7;
RCC_OscInitStruct.PLL.PLLQ = RCC_PLLQ_DIV2;
RCC_OscInitStruct.PLL.PLLR = RCC_PLLR_DIV2;
if (HAL_RCC_OscConfig(&RCC_OscInitStruct) != HAL_OK)
{
Error_Handler();
}
/** Initializes the CPU, AHB and APB buses clocks
*/
RCC_ClkInitStruct.ClockType = RCC_CLOCKTYPE_HCLK|RCC_CLOCKTYPE_SYSCLK
|RCC_CLOCKTYPE_PCLK1|RCC_CLOCKTYPE_PCLK2;
RCC_ClkInitStruct.SYSCLKSource = RCC_SYSCLKSOURCE_PLLCLK;
RCC_ClkInitStruct.AHBCLKDivider = RCC_SYSCLK_DIV1;
RCC_ClkInitStruct.APB1CLKDivider = RCC_HCLK_DIV4;
RCC_ClkInitStruct.APB2CLKDivider = RCC_HCLK_DIV2;
if (HAL_RCC_ClockConfig(&RCC_ClkInitStruct, FLASH_LATENCY_4) != HAL_OK)
{
Error_Handler();
}
}
/* USER CODE BEGIN 4 */
/* USER CODE END 4 */
/**
* @brief This function is executed in case of error occurrence.
* @retval None
*/
void Error_Handler(void)
{
/* USER CODE BEGIN Error_Handler_Debug */
/* User can add his own implementation to report the HAL error return state */
__disable_irq();
while (1)
{
}
/* USER CODE END Error_Handler_Debug */
}
#ifdef USE_FULL_ASSERT
/**
* @brief Reports the name of the source file and the source line number
* where the assert_param error has occurred.
* @param file: pointer to the source file name
* @param line: assert_param error line source number
* @retval None
*/
void assert_failed(uint8_t *file, uint32_t line)
{
/* USER CODE BEGIN 6 */
/* User can add his own implementation to report the file name and line number,
ex: printf("Wrong parameters value: file %s on line %d\r\n", file, line) */
/* USER CODE END 6 */
}
#endif /* USE_FULL_ASSERT */
max30102.c
/**
* ************************************************************************
*
* @file MAX30102.c
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#include "MAX30102.h"
uint16_t fifo_red; //¶¨ÒåFIFOÖеĺì¹âÊý¾Ý
uint16_t fifo_ir; //¶¨ÒåFIFOÖеĺìÍâ¹âÊý¾Ý
/**
* ************************************************************************
* @brief ÏòMAX30102¼Ä´æÆ÷дÈëÒ»¸öÖµ
*
* @param[in] addr ¼Ä´æÆ÷µØÖ·
* @param[in] data ´«ÊäÊý¾Ý
*
* @return
* ************************************************************************
*/
uint8_t max30102_write_reg(uint8_t addr, uint8_t data)
{
HAL_I2C_Mem_Write(&hi2c2, MAX30102_Device_address, addr, 1, &data,1,HAL_MAX_DELAY);
return 1;
}
/**
* ************************************************************************
* @brief ¶ÁÈ¡MAX30102¼Ä´æÆ÷µÄÒ»¸öÖµ
*
* @param[in] addr ¼Ä´æÆ÷µØÖ·
*
* @return
* ************************************************************************
*/
uint8_t max30102_read_reg(uint8_t addr )
{
uint8_t data=0;
HAL_I2C_Mem_Read(&hi2c2, MAX30102_Device_address, addr, 1, &data, 1, HAL_MAX_DELAY);
return data;
}
/**
* ************************************************************************
* @brief MAX30102´«¸ÐÆ÷¸´Î»
*
*
* @return
* ************************************************************************
*/
uint8_t Max30102_reset(void)
{
if(max30102_write_reg(REG_MODE_CONFIG, 0x40))
return 1;
else
return 0;
}
/**
* ************************************************************************
* @brief MAX30102´«¸ÐÆ÷ģʽÅäÖÃ
*
*
* ************************************************************************
*/
void MAX30102_Config(void)
{
max30102_write_reg(REG_INTR_ENABLE_1,0xc0); //INTR setting
max30102_write_reg(REG_INTR_ENABLE_2,0x00);//
max30102_write_reg(REG_FIFO_WR_PTR,0x00);//FIFO_WR_PTR[4:0]
max30102_write_reg(REG_OVF_COUNTER,0x00);//OVF_COUNTER[4:0]
max30102_write_reg(REG_FIFO_RD_PTR,0x00);//FIFO_RD_PTR[4:0]
max30102_write_reg(REG_FIFO_CONFIG,0x0f);//sample avg = 1, fifo rollover=false, fifo almost full = 17
max30102_write_reg(REG_MODE_CONFIG,0x03);//0x02 for Red only, 0x03 for SpO2 mode 0x07 multimode LED
max30102_write_reg(REG_SPO2_CONFIG,0x27); // SPO2_ADC range = 4096nA, SPO2 sample rate (50 Hz), LED pulseWidth (400uS)
max30102_write_reg(REG_LED1_PA,0x32);//Choose value for ~ 10mA for LED1
max30102_write_reg(REG_LED2_PA,0x32);// Choose value for ~ 10mA for LED2
max30102_write_reg(REG_PILOT_PA,0x7f);// Choose value for ~ 25mA for Pilot LED
}
/**
* ************************************************************************
* @brief ¶ÁÈ¡FIFO¼Ä´æÆ÷µÄÊý¾Ý
*
*
* ************************************************************************
*/
void max30102_read_fifo(void)
{
uint16_t un_temp;
fifo_red=0;
fifo_ir=0;
uint8_t ach_i2c_data[6];
//read and clear status register
max30102_read_reg(REG_INTR_STATUS_1);
max30102_read_reg(REG_INTR_STATUS_2);
ach_i2c_data[0]=REG_FIFO_DATA;
HAL_I2C_Mem_Read(&hi2c2,MAX30102_Device_address,REG_FIFO_DATA,1,ach_i2c_data,6,HAL_MAX_DELAY);
un_temp=ach_i2c_data[0];
un_temp<<=14;
fifo_red+=un_temp;
un_temp=ach_i2c_data[1];
un_temp<<=6;
fifo_red+=un_temp;
un_temp=ach_i2c_data[2];
un_temp>>=2;
fifo_red+=un_temp;
un_temp=ach_i2c_data[3];
un_temp<<=14;
fifo_ir+=un_temp;
un_temp=ach_i2c_data[4];
un_temp<<=6;
fifo_ir+=un_temp;
un_temp=ach_i2c_data[5];
un_temp>>=2;
fifo_ir+=un_temp;
if(fifo_ir<=10000)
{
fifo_ir=0;
}
if(fifo_red<=10000)
{
fifo_red=0;
}
}
max30102.h
/**
* ************************************************************************
*
* @file MAX30102.h
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#ifndef _MAX30102_H
#define _MAX30102_H
#include "main.h" // Device header
#include "i2c.h"
#include "stdbool.h"
#define MAX30102_Device_address 0xAE
//register addresses
#define REG_INTR_STATUS_1 0x00
#define REG_INTR_STATUS_2 0x01
#define REG_INTR_ENABLE_1 0x02
#define REG_INTR_ENABLE_2 0x03
#define REG_FIFO_WR_PTR 0x04
#define REG_OVF_COUNTER 0x05
#define REG_FIFO_RD_PTR 0x06
#define REG_FIFO_DATA 0x07
#define REG_FIFO_CONFIG 0x08
#define REG_MODE_CONFIG 0x09
#define REG_SPO2_CONFIG 0x0A
#define REG_LED1_PA 0x0C
#define REG_LED2_PA 0x0D
#define REG_PILOT_PA 0x10
#define REG_MULTI_LED_CTRL1 0x11
#define REG_MULTI_LED_CTRL2 0x12
#define REG_TEMP_INTR 0x1F
#define REG_TEMP_FRAC 0x20
#define REG_TEMP_CONFIG 0x21
#define REG_PROX_INT_THRESH 0x30
#define REG_REV_ID 0xFE
#define REG_PART_ID 0xFF
#define SAMPLES_PER_SECOND 100 //¼ì²âƵÂÊ
uint8_t Max30102_reset(void);
void MAX30102_Config(void);
void max30102_read_fifo(void);
uint8_t max30102_write_reg(uint8_t addr, uint8_t data);
uint8_t max30102_read_reg(uint8_t addr );
#endif
algorithm.c
/**
* ************************************************************************
*
* @file algorithm.c
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#include "algorithm.h"
#include "stm32l4xx.h" // Device header
#define XPI (3.1415926535897932384626433832795) //¶¨ÒåÔ²ÖÜÂÊÖµ£¬±£Áô31λ
#define XENTRY (100)
#define XINCL (XPI/2/XENTRY) //ÓÃÓÚÕýÏÒº¯ÊýµÄ¾«¶È¿ØÖÆ
#define PI 3.1415926535897932384626433832795028841971 //¶¨ÒåÔ²ÖÜÂÊÖµ£¬±£Áô40λ
/**
* ************************************************************************
* @brief ¾²Ì¬ÕýÏÒÖµ¶ÔÓ¦±í
*
* ʹÓÃÔ¤ÏȼÆËãºÃµÄÊýÖµ¿ÉÒÔ½ÚÊ¡¼ÆËãʱ¼ä
* ************************************************************************
*/
static const double XSinTbl[] =
{
0.00000000000000000 , 0.015707317311820675 ,
0.031410759078128292 , 0.047106450709642665 ,
0.062790519529313374 , 0.078459095727844944 ,
0.094108313318514325 , 0.10973431109104528 ,
0.12533323356430426 , 0.14090123193758267 ,
0.15643446504023087 , 0.17192910027940955 ,
0.18738131458572463 , 0.20278729535651249 ,
0.21814324139654256 , 0.23344536385590542 ,
0.24868988716485479 , 0.26387304996537292 ,
0.27899110603922928 , 0.29404032523230400 ,
0.30901699437494740 , 0.32391741819814940 ,
0.33873792024529142 , 0.35347484377925714 ,
0.36812455268467797 , 0.38268343236508978 ,
0.39714789063478062 , 0.41151435860510882 ,
0.42577929156507272 , 0.43993916985591514 ,
0.45399049973954680 , 0.46792981426057340 ,
0.48175367410171532 , 0.49545866843240760 ,
0.50904141575037132 , 0.52249856471594880 ,
0.53582679497899666 , 0.54902281799813180 ,
0.56208337785213058 , 0.57500525204327857 ,
0.58778525229247314 , 0.60042022532588402 ,
0.61290705365297649 , 0.62524265633570519 ,
0.63742398974868975 , 0.64944804833018377 ,
0.66131186532365183 , 0.67301251350977331 ,
0.68454710592868873 , 0.69591279659231442 ,
0.70710678118654757 , 0.71812629776318881 ,
0.72896862742141155 , 0.73963109497860968 ,
0.75011106963045959 , 0.76040596560003104 ,
0.77051324277578925 , 0.78043040733832969 ,
0.79015501237569041 , 0.79968465848709058 ,
0.80901699437494745 , 0.81814971742502351 ,
0.82708057427456183 , 0.83580736136827027 ,
0.84432792550201508 , 0.85264016435409218 ,
0.86074202700394364 , 0.86863151443819120 ,
0.87630668004386369 , 0.88376563008869347 ,
0.89100652418836779 , 0.89802757576061565 ,
0.90482705246601958 , 0.91140327663544529 ,
0.91775462568398114 , 0.92387953251128674 ,
0.92977648588825146 , 0.93544403082986738 ,
0.94088076895422557 , 0.94608535882754530 ,
0.95105651629515353 , 0.95579301479833012 ,
0.96029368567694307 , 0.96455741845779808 ,
0.96858316112863108 , 0.97236992039767667 ,
0.97591676193874743 , 0.97922281062176575 ,
0.98228725072868872 , 0.98510932615477398 ,
0.98768834059513777 , 0.99002365771655754 ,
0.99211470131447788 , 0.99396095545517971 ,
0.99556196460308000 , 0.99691733373312796 ,
0.99802672842827156 , 0.99888987496197001 ,
0.99950656036573160 , 0.99987663248166059 ,
1.00000000000000000
};
/**
* ************************************************************************
* @brief ÏòÏÂÈ¡Õûº¯Êý
*
* @param[in] x ÐèҪȡÕûµÄ¸¡µãÊý²ÎÊý
*
* @return
* ************************************************************************
*/
double my_floor(double x)
{
double y=x;
if( (*( ( (int *) &y)+1) & 0x80000000) != 0) //»òÕßif(x<0)
return (float)((int)x)-1;
else
return (float)((int)x);
}
/**
* ************************************************************************
* @brief È¡ÓຯÊý
*
* @param[in] x ²ÎÊý1
* @param[in] y ²ÎÊý2
* @note ±ÜÃâÁ˶Ը¡µãÊýµÄÖ±½Ó³ý·¨ÔËË㣬´Ó¶øÌá¸ßÁËЧÂÊ
* @return
* ************************************************************************
*/
double my_fmod(double x, double y)
{
double temp, ret;
if (y == 0.0)
return 0.0;
temp = my_floor(x/y);
ret = x - temp * y;
if ((x < 0.0) != (y < 0.0))
ret = ret - y;
return ret;
}
/**
* ************************************************************************
* @brief ÕýÏÒº¯Êý
*
* @param[in] x ½Ç¶ÈÖµ
*
* @return
*
* @note ͨ¹ý²é±íºÍÌ©ÀÕÕ¹¿ªÊ½¼ÆËãÕýÏÒÖµ£¬Ïà¶ÔÓÚÖ±½Óµ÷Óñê×¼¿âº¯Êý£¬
* ¿ÉÄÜ»áÎþÉüһЩ¾«¶È£¬µ«ÔÚijЩǶÈëʽϵͳÖпÉÄܸü¼Ó¸ßЧ
* ************************************************************************
*/
double XSin( double x )
{
int s = 0 , n;
double dx , sx , cx;
if( x < 0 )
s = 1 , x = -x;
x = my_fmod( x , 2 * XPI );
if( x > XPI )
s = !s , x -= XPI;
if( x > XPI / 2 )
x = XPI - x;
n = (int)( x / XINCL );
dx = x - n * XINCL;
if( dx > XINCL / 2 )
++n , dx -= XINCL;
sx = XSinTbl[n];
cx = XSinTbl[XENTRY-n];
x = sx + dx*cx - (dx*dx)*sx/2
- (dx*dx*dx)*cx/6
+ (dx*dx*dx*dx)*sx/24;
return s ? -x : x;
}
/**
* ************************************************************************
* @brief ÓàÏÒº¯Êý
*
* @param[in] x ½Ç¶ÈÖµ
*
* @return
* ************************************************************************
*/
double XCos( double x )
{
return XSin( x + XPI/2 );
}
/**
* ************************************************************************
* @brief ¿ªÆ½·½
*
* @param[in] a ²ÎÊý
*
* @return
* ************************************************************************
*/
int qsqrt(int a)
{
uint32_t rem = 0, root = 0, divisor = 0;
uint16_t i;
for(i=0; i<16; i++)
{
root <<= 1;
rem = ((rem << 2) + (a>>30));
a <<= 2;
divisor = (root << 1) + 1;
if(divisor <= rem)
{
rem -= divisor;
root++;
}
}
return root;
}
/**
* ************************************************************************
* @brief Á½¸ö¸´ÊýÏà³Ë
*
* @param[in] a ¸´Êý1
* @param[in] b ¸´Êý2
* @note ³Ë»ýµÄʵ²¿ÎªÁ½¸ö¸´Êýʵ²¿µÄ³Ë»ý¼õÈ¥Ð鲿µÄ³Ë»ý
* ³Ë»ýµÄÐ鲿ΪÁ½¸ö¸´Êýʵ²¿µÄ³Ë»ý¼ÓÉÏÐ鲿µÄ³Ë»ý
* @return
* ************************************************************************
*/
struct compx EE(struct compx a,struct compx b)
{
struct compx c;
c.real=a.real*b.real-a.imag*b.imag;
c.imag=a.real*b.imag+a.imag*b.real;
return(c);
}
/**
* ************************************************************************
* @brief ¶ÔÊäÈëµÄ¸´Êý×é½øÐпìËÙ¸µÀïÒ¶±ä»»£¨FFT£©
*
* @param[in] xin ¸´Êý×é
*
* ************************************************************************
*/
void FFT(struct compx *xin)
{
int f,m,nv2,nm1,i,k,l,j=0;
struct compx u,w,t;
nv2=FFT_N/2; //±äÖ·ÔËË㣬¼´°Ñ×ÔȻ˳Ðò±ä³Éµ¹Î»Ðò£¬²ÉÓÃÀ×µÂËã·¨
nm1=FFT_N-1;
for(i=0;i<nm1;i++)
{
if(i<j) //Èç¹ûi<j,¼´½øÐбäÖ·
{
t=xin[j];
xin[j]=xin[i];
xin[i]=t;
}
k=nv2; //ÇójµÄÏÂÒ»¸öµ¹Î»Ðò
while(k<=j) //Èç¹ûk<=j,±íʾjµÄ×î¸ßλΪ1
{
j=j-k; //°Ñ×î¸ßλ±ä³É0
k=k/2; //k/2£¬±È½Ï´Î¸ß룬ÒÀ´ÎÀàÍÆ£¬Öð¸ö±È½Ï£¬Ö±µ½Ä³¸öλΪ0
}
j=j+k; //°Ñ0¸ÄΪ1
}
{ //FFTÔËËãºË£¬Ê¹ÓõûÐÎÔËËãÍê³ÉFFTÔËËã
int le,lei,ip;
f=FFT_N;
for(l=1;(f=f/2)!=1;l++) //¼ÆËãlµÄÖµ£¬¼´¼ÆËãµûÐμ¶Êý
;
for(m=1;m<=l;m++) // ¿ØÖƵûÐνἶÊý
{ //m±íʾµÚm¼¶µûÐΣ¬lΪµûÐμ¶×ÜÊýl=log£¨2£©N
le=2<<(m-1); //leµûÐνá¾àÀ룬¼´µÚm¼¶µûÐεĵûÐνáÏà¾àleµã
lei=le/2; //ͬһµûÐνáÖвμÓÔËËãµÄÁ½µãµÄ¾àÀë
u.real=1.0; //uΪµûÐνáÔËËãϵÊý£¬³õʼֵΪ1
u.imag=0.0;
w.real=XCos(PI/lei); //wΪϵÊýÉÌ£¬¼´µ±Ç°ÏµÊýÓëǰһ¸öϵÊýµÄÉÌ
w.imag=-XSin(PI/lei);
for(j=0;j<=lei-1;j++) //¿ØÖƼÆË㲻ͬÖÖµûÐνᣬ¼´¼ÆËãϵÊý²»Í¬µÄµûÐνá
{
for(i=j;i<=FFT_N-1;i=i+le) //¿ØÖÆÍ¬Ò»µûÐνáÔËË㣬¼´¼ÆËãϵÊýÏàͬµûÐνá
{
ip=i+lei; //i£¬ip·Ö±ð±íʾ²Î¼ÓµûÐÎÔËËãµÄÁ½¸ö½Úµã
t=EE(xin[ip],u); //µûÐÎÔËË㣬Ïê¼û¹«Ê½
xin[ip].real=xin[i].real-t.real;
xin[ip].imag=xin[i].imag-t.imag;
xin[i].real=xin[i].real+t.real;
xin[i].imag=xin[i].imag+t.imag;
}
u=EE(u,w); //¸Ä±äϵÊý£¬½øÐÐÏÂÒ»¸öµûÐÎÔËËã
}
}
}
}
/**
* ************************************************************************
* @brief ÕÒµ½¾ßÓÐ×î´óʵ²¿µÄÔªËØµÄË÷Òý
*
* @param[in] data Comment
* @param[in] count Comment
*
* @return
* ************************************************************************
*/
int find_max_num_index(struct compx *data,int count)
{
int i=START_INDEX;
int max_num_index = i;
float temp = data[i].real;
for(i=START_INDEX;i<count;i++)
{
if(temp < data[i].real)
{
temp = data[i].real;
max_num_index = i;
}
}
return max_num_index;
}
/**
* ************************************************************************
* @brief Ö±Á÷Â˲¨Æ÷£¬È¥³ýÐźÅÖеÄÖ±Á÷³É·Ö£¬²¢Êä³öÂ˲¨ºóµÄ½á¹û
*
* @param[in] input ÊäÈëÐźÅ
* @param[in] df Comment
*
* @return
* ************************************************************************
*/
int dc_filter(int input,DC_FilterData * df)
{
float new_w = input + df->w * df->a;
int16_t result = 5*(new_w - df->w);
df->w = new_w;
return result;
}
/**
* ************************************************************************
* @brief ¶ÔÊäÈëÐźŽøÐдø¿íÏÞÖÆÂ˲¨£¬ÏÞÖÆÊäÈëÐÅºÅµÄÆµÂÊ·¶Î§£¬²¢Êä³öÂ˲¨ºóµÄ½á¹û
*
* @param[in] input ÊäÈëÐźÅ
* @param[in] bw Comment
*
* @return
* ************************************************************************
*/
int bw_filter(int input,BW_FilterData * bw)
{
bw->v0 = bw->v1;
bw->v1 = (1.241106190967544882e-2*input)+(0.97517787618064910582 * bw->v0);
return bw->v0 + bw->v1;
}
algorithm.h
/**
* ************************************************************************
*
* @file algorithm.h
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#ifndef __ALGORITHM_H
#define __ALGORITHM_H
#define FFT_N 1024 //¶¨Ò帵ÀïÒ¶±ä»»µÄµãÊý
#define START_INDEX 8 //µÍƵ¹ýÂËãÐÖµ
struct compx //¶¨ÒåÒ»¸ö¸´Êý½á¹¹
{
float real;
float imag;
};
typedef struct //¶¨ÒåÒ»¸öÖ±Á÷Â˲¨Æ÷½á¹¹Ìå
{
float w;
int init;
float a;
}DC_FilterData; //ÓÃÓÚ´æ´¢Ö±Á÷Â˲¨Æ÷µÄ²ÎÊý
typedef struct //¶¨ÒåÒ»¸ö´ø¿íÂ˲¨Æ÷½á¹¹Ìå
{
double v0;
double v1;
}BW_FilterData; //ÓÃÓÚ´æ´¢´ø¿íÂ˲¨Æ÷µÄ²ÎÊý
double my_floor(double x);
double my_fmod(double x, double y);
double XSin( double x );
double XCos( double x );
int qsqrt(int a);
struct compx EE(struct compx a,struct compx b);
void FFT(struct compx *xin);
int find_max_num_index(struct compx *data,int count);
int dc_filter(int input,DC_FilterData * df);
int bw_filter(int input,BW_FilterData * bw);
#endif
blood.c
/**
* ************************************************************************
*
* @file blood.c
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#include "blood.h"
#include "usart.h"
#include "string.h"
#include "stdint.h"
#include "stdio.h"
int heart; //¶¨ÒåÐÄÂÊ
double SpO2; //¶¨ÒåѪÑõ±¥ºÍ¶È
//µ÷ÓÃÍⲿ±äÁ¿
extern uint16_t fifo_red; //¶¨ÒåFIFOÖеĺì¹âÊý¾Ý
extern uint16_t fifo_ir; //¶¨ÒåFIFOÖеĺìÍâ¹âÊý¾Ý
uint16_t g_fft_index = 0; //fftÊäÈëÊä³öϱê
struct compx s1[FFT_N+16]; //FFTÊäÈëºÍÊä³ö£º´ÓS[1]¿ªÊ¼´æ·Å£¬¸ù¾Ý´óС×Ô¼º¶¨Òå
struct compx s2[FFT_N+16]; //FFTÊäÈëºÍÊä³ö£º´ÓS[1]¿ªÊ¼´æ·Å£¬¸ù¾Ý´óС×Ô¼º¶¨Òå
#define CORRECTED_VALUE 47 //±ê¶¨ÑªÒºÑõÆøº¬Á¿
/**
* ************************************************************************
* @brief ¸üÐÂѪÑõÊý¾Ý
* @note ´Ó MAX30102 µÄ FIFO ÖжÁÈ¡ºì¹âºÍºìÍâÊý¾Ý£¬²¢½«ËüÃÇ´æ´¢µ½Á½¸ö¸´ÊýÊý×és1ºÍs2ÖÐ,
* ÕâЩÊý¾ÝËæºó¿ÉÒÔÓÃÓÚ½øÐиµÀïÒ¶±ä»»µÈºóÐø´¦Àí
*
* ************************************************************************
*/
void blood_data_update(void) //ÊÖÖ¸·Åµ½ÉÏÃæ
{
//±ê־λ±»Ê¹ÄÜʱ ¶ÁÈ¡FIFO
g_fft_index=0;
while(g_fft_index < FFT_N)
{
while(max30102_read_reg(REG_INTR_STATUS_1)&0x40 )
{
//¶ÁÈ¡FIFO
max30102_read_fifo(); //read from MAX30102 FIFO2
//½«Êý¾ÝдÈëfftÊäÈë²¢Çå³ýÊä³ö
if(g_fft_index < FFT_N)
{
//½«Êý¾ÝдÈëfftÊäÈë²¢Çå³ýÊä³ö
s1[g_fft_index].real = fifo_red;
s1[g_fft_index].imag= 0;
s2[g_fft_index].real = fifo_ir;
s2[g_fft_index].imag= 0;
g_fft_index++;
// g_fft_index+=100;
}
}
}
}
/**
* ************************************************************************
* @brief ѪҺÐÅϢת»»
*
*
* ************************************************************************
*/
void blood_data_translate(void)
{
double n_denom;
uint16_t i;
//Ö±Á÷Â˲¨
float dc_red =0;
float dc_ir =0;
float ac_red =0;
float ac_ir =0;
for (i=0 ; i<FFT_N ; i++ )
{
dc_red += s1[i].real ;
dc_ir += s2[i].real ;
}
dc_red =dc_red/FFT_N ;
dc_ir =dc_ir/FFT_N ;
for (i=0 ; i<FFT_N ; i++ )
{
s1[i].real = s1[i].real - dc_red ;
s2[i].real = s2[i].real - dc_ir ;
}
//ÒÆ¶¯Æ½¾ùÂ˲¨
for(i = 1;i < FFT_N-1;i++)
{
n_denom= ( s1[i-1].real + 2*s1[i].real + s1[i+1].real);
s1[i].real= n_denom/4.00;
n_denom= ( s2[i-1].real + 2*s2[i].real + s2[i+1].real);
s2[i].real= n_denom/4.00;
}
//°Ëµãƽ¾ùÂ˲¨
for(i = 0;i < FFT_N-8;i++)
{
n_denom= ( s1[i].real+s1[i+1].real+ s1[i+2].real+ s1[i+3].real+ s1[i+4].real+ s1[i+5].real+ s1[i+6].real+ s1[i+7].real);
s1[i].real= n_denom/8.00;
n_denom= ( s2[i].real+s2[i+1].real+ s2[i+2].real+ s2[i+3].real+ s2[i+4].real+ s2[i+5].real+ s2[i+6].real+ s2[i+7].real);
s2[i].real= n_denom/8.00;
}
//¿ªÊ¼±ä»»ÏÔʾ
g_fft_index = 0;
//¿ìËÙ¸µÀïÒ¶±ä»»
FFT(s1);
FFT(s2);
for(i = 0;i < FFT_N;i++)
{
s1[i].real=sqrtf(s1[i].real*s1[i].real+s1[i].imag*s1[i].imag);
s1[i].real=sqrtf(s2[i].real*s2[i].real+s2[i].imag*s2[i].imag);
}
//¼ÆËã½»Á÷·ÖÁ¿
for (i=1 ; i<FFT_N ; i++ )
{
ac_red += s1[i].real ;
ac_ir += s2[i].real ;
}
for(i = 0;i < 50;i++)
{
if(s1[i].real<=10)
break;
}
//¶ÁÈ¡·åÖµµãµÄºá×ø±ê ½á¹ûµÄÎïÀíÒâÒåΪ
int s1_max_index = find_max_num_index(s1, 60);
int s2_max_index = find_max_num_index(s2, 60);
//¼ì²éHbO2ºÍHbµÄ±ä»¯ÆµÂÊÊÇ·ñÒ»ÖÂ
if(i>=45)
{
//ÐÄÂʼÆËã
uint16_t Heart_Rate = 60.00 * SAMPLES_PER_SECOND * s1_max_index / FFT_N;
heart = Heart_Rate;
//ѪÑõº¬Á¿¼ÆËã
double R = (ac_ir*dc_red)/(ac_red*dc_ir);
double sp02_num = -45.060*R*R+ 30.354 *R + 94.845;
SpO2 = sp02_num;
//״̬Õý³£
}
else //Êý¾Ý·¢ÉúÒì³£
{
heart = 0;
SpO2 = 0;
}
//½áÊø±ä»»ÏÔʾ
}
/**
* ************************************************************************
* @brief ÐÄÂÊѪÑõÑ»·º¯Êý
*
*
* ************************************************************************
*/
void blood_Loop(void)
{
//ѪҺÐÅÏ¢»ñÈ¡
blood_data_update();
//ѪҺÐÅϢת»»
blood_data_translate();
SpO2 = (SpO2 > 99.99) ? 99.99:SpO2;
printf("ÐÄÂÊ%3d/min; ѪÑõ%2d%%\n", heart, (int)SpO2);
}
blood.h
/**
* ************************************************************************
*
* @file blood.h
* @author zxr
* @brief
*
* ************************************************************************
* @copyright Copyright (c) 2024 zxr
* ************************************************************************
*/
#ifndef _BLOOD_H
#define _BLOOD_H
#include "MAX30102.h"
#include "algorithm.h"
#include "math.h"
void blood_data_translate(void);
void blood_data_update(void);
void blood_Loop(void);
#endif
STM32L475与MAX30102实现心率血氧监测
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