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HeartBeatDetection.ino
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HeartBeatDetection.ino
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// Heart Beat Detection - BioAmp EXG Pill
// https://github.com/upsidedownlabs/BioAmp-EXG-Pill
// Upside Down Labs invests time and resources providing this open source code,
// please support Upside Down Labs and open-source hardware by purchasing
// products from Upside Down Labs!
// Copyright (c) 2021 Upside Down Labs - [email protected]
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
#include <math.h>
#define SAMPLE_RATE 125
#define BAUD_RATE 115200
#define INPUT_PIN A0
#define OUTPUT_PIN 13
#define DATA_LENGTH 16
int data_index = 0;
bool peak = false;
void setup() {
// Serial connection begin
Serial.begin(BAUD_RATE);
// Setup Input & Output pin
pinMode(INPUT_PIN, INPUT);
pinMode(OUTPUT_PIN, OUTPUT);
}
void loop() {
// Calculate elapsed time
static unsigned long past = 0;
unsigned long present = micros();
unsigned long interval = present - past;
past = present;
// Run timer
static long timer = 0;
timer -= interval;
// Sample
if(timer < 0){
timer += 1000000 / SAMPLE_RATE;
// Sample and Nomalize input data (-1 to 1)
float sensor_value = analogRead(INPUT_PIN);
float signal = ECGFilter(sensor_value)/512;
// Get peak
peak = Getpeak(signal);
// Print sensor_value and peak
Serial.print(signal);
Serial.print(",");
Serial.println(peak);
// Blink LED on peak
digitalWrite(OUTPUT_PIN, peak);
}
}
bool Getpeak(float new_sample) {
// Buffers for data, mean, and standard deviation
static float data_buffer[DATA_LENGTH];
static float mean_buffer[DATA_LENGTH];
static float standard_deviation_buffer[DATA_LENGTH];
// Check for peak
if (new_sample - mean_buffer[data_index] > (DATA_LENGTH/2) * standard_deviation_buffer[data_index]) {
data_buffer[data_index] = new_sample + data_buffer[data_index];
peak = true;
} else {
data_buffer[data_index] = new_sample;
peak = false;
}
// Calculate mean
float sum = 0.0, mean, standard_deviation = 0.0;
for (int i = 0; i < DATA_LENGTH; ++i){
sum += data_buffer[(data_index + i) % DATA_LENGTH];
}
mean = sum/DATA_LENGTH;
// Calculate standard deviation
for (int i = 0; i < DATA_LENGTH; ++i){
standard_deviation += pow(data_buffer[(i) % DATA_LENGTH] - mean, 2);
}
// Update mean buffer
mean_buffer[data_index] = mean;
// Update standard deviation buffer
standard_deviation_buffer[data_index] = sqrt(standard_deviation/DATA_LENGTH);
// Update data_index
data_index = (data_index+1)%DATA_LENGTH;
// Return peak
return peak;
}
// Band-Pass Butterworth IIR digital filter, generated using filter_gen.py.
// Sampling rate: 125.0 Hz, frequency: [0.5, 44.5] Hz.
// Filter is order 4, implemented as second-order sections (biquads).
// Reference:
// https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.butter.html
// https://courses.ideate.cmu.edu/16-223/f2020/Arduino/FilterDemos/filter_gen.py
float ECGFilter(float input)
{
float output = input;
{
static float z1, z2; // filter section state
float x = output - 0.70682283*z1 - 0.15621030*z2;
output = 0.28064917*x + 0.56129834*z1 + 0.28064917*z2;
z2 = z1;
z1 = x;
}
{
static float z1, z2; // filter section state
float x = output - 0.95028224*z1 - 0.54073140*z2;
output = 1.00000000*x + 2.00000000*z1 + 1.00000000*z2;
z2 = z1;
z1 = x;
}
{
static float z1, z2; // filter section state
float x = output - -1.95360385*z1 - 0.95423412*z2;
output = 1.00000000*x + -2.00000000*z1 + 1.00000000*z2;
z2 = z1;
z1 = x;
}
{
static float z1, z2; // filter section state
float x = output - -1.98048558*z1 - 0.98111344*z2;
output = 1.00000000*x + -2.00000000*z1 + 1.00000000*z2;
z2 = z1;
z1 = x;
}
return output;
}