Examples¶
The following are a list of examples for lib.maxim.max30101.
Detect Heart Rate with MAX30101¶
Read raw data from the MAX30101 sensor and implement an algorithm to detect heart rate.
main.py
################################################################################
# Heart Rate Example
#
# Created: 2017-03-31 10:22:42.543966
#
################################################################################
import streams
from maxim.max30101 import max30101
streams.serial()
def check_for_beat(obj, smp):
beat_detected = False
obj._smp_buff[obj._cnt] = smp-obj._prev
obj._prev=smp
obj._cnt += 1
if obj._cnt == 8:
obj._cnt = 0
smp_min = min(obj._smp_buff)
if obj._smp_buff[(obj._cnt-4)&0x7] == smp_min and obj._smp_buff[(obj._cnt-5)&0x7] != 0 and smp_min <= obj._thr:
if smp_min >= -2000 and smp_min <= -20:
obj._thr = (obj._thr + obj._smp_buff[(obj._cnt-4)&0x7]*.6)/2
beat_detected = True
obj._smp_buff = [0]*8
return beat_detected
def detect_pulse(obj):
cnt = 0
idx = 0
hr_avg = 0
HR_AVG_SIZE = 10
rate = [0]*HR_AVG_SIZE
while True:
try:
val = obj.read_raw_samples(6)
hr = (val[3]<<16 | val[4]<<8 | val[5])
cnt += 1
res = check_for_beat(obj, hr)
if res:
dt = cnt*obj._dt
cnt = 0
bpm = 60000/dt
if bpm < 255 and bpm > 20:
rate[idx] = bpm
idx += 1
if idx == HR_AVG_SIZE:
idx = 0
hr_avg = 0
for rr in rate:
hr_avg += rr
obj.hr_avg = hr_avg/HR_AVG_SIZE
if cnt >= 3000/obj._dt:
cnt = 0
obj._thr = -20
rate = [0]*HR_AVG_SIZE
obj.hr_avg = 0
obj.clear_fifo()
sleep(obj._dt)
except Exception as e:
print("ErrorT", e)
sleep(1000)
# create an instance of the MAX30101 class
try:
# Setup sensor
# This setup is referred to max30101 mounted on hexiwear device
# Power up and init sequence for max30101 inside hexiwear device
pinPowerOn = D70
digitalWrite(pinPowerOn,HIGH)
pinMode(pinPowerOn,OUTPUT)
# init sensor
max = max30101.MAX30101(I2C0)
print("start...")
max.start()
max._thr = -20
max._dt = 50
max._prev = 0
max._smp_buff = [0]*8
max._cnt = 0
max.hr_avg = 0
print("init...")
max.init()
# start a thread that reads and process raw data from the sensor
thread(detect_pulse,max)
print("Ready!")
print("---------------------------")
except Exception as e:
print(e)
while True:
print("Heart Rate:", int(max.hr_avg))
print("---------------------------")
sleep(3000)