168 lines
5.2 KiB
C++
168 lines
5.2 KiB
C++
/*
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Optical Heart Rate Detection (PBA Algorithm)
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By: Nathan Seidle
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SparkFun Electronics
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Date: October 2nd, 2016
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Given a series of IR samples from the MAX30105 we discern when a heart beat is occurring
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Let's have a brief chat about what this code does. We're going to try to detect
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heart-rate optically. This is tricky and prone to give false readings. We really don't
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want to get anyone hurt so use this code only as an example of how to process optical
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data. Build fun stuff with our MAX30105 breakout board but don't use it for actual
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medical diagnosis.
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Excellent background on optical heart rate detection:
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http://www.ti.com/lit/an/slaa655/slaa655.pdf
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Good reading:
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http://www.techforfuture.nl/fjc_documents/mitrabaratchi-measuringheartratewithopticalsensor.pdf
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https://fruct.org/publications/fruct13/files/Lau.pdf
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This is an implementation of Maxim's PBA (Penpheral Beat Amplitude) algorithm. It's been
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converted to work within the Arduino framework.
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*/
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/* Copyright (C) 2016 Maxim Integrated Products, Inc., All Rights Reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a
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* copy of this software and associated documentation files (the "Software"),
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* to deal in the Software without restriction, including without limitation
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* the rights to use, copy, modify, merge, publish, distribute, sublicense,
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* and/or sell copies of the Software, and to permit persons to whom the
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* Software is furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included
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* in all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
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* OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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* MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
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* IN NO EVENT SHALL MAXIM INTEGRATED BE LIABLE FOR ANY CLAIM, DAMAGES
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* OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,
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* ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
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* OTHER DEALINGS IN THE SOFTWARE.
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*
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* Except as contained in this notice, the name of Maxim Integrated
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* Products, Inc. shall not be used except as stated in the Maxim Integrated
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* Products, Inc. Branding Policy.
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*
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* The mere transfer of this software does not imply any licenses
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* of trade secrets, proprietary technology, copyrights, patents,
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* trademarks, maskwork rights, or any other form of intellectual
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* property whatsoever. Maxim Integrated Products, Inc. retains all
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* ownership rights.
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*
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*/
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#include "heartRate.h"
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int16_t IR_AC_Max = 20;
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int16_t IR_AC_Min = -20;
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int16_t IR_AC_Signal_Current = 0;
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int16_t IR_AC_Signal_Previous;
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int16_t IR_AC_Signal_min = 0;
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int16_t IR_AC_Signal_max = 0;
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int16_t IR_Average_Estimated;
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int16_t positiveEdge = 0;
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int16_t negativeEdge = 0;
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int32_t ir_avg_reg = 0;
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int16_t cbuf[32];
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uint8_t offset = 0;
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static const uint16_t FIRCoeffs[12] = {172, 321, 579, 927, 1360, 1858, 2390, 2916, 3391, 3768, 4012, 4096};
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// Heart Rate Monitor functions takes a sample value and the sample number
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// Returns true if a beat is detected
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// A running average of four samples is recommended for display on the screen.
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bool checkForBeat(int32_t sample)
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{
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bool beatDetected = false;
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// Save current state
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IR_AC_Signal_Previous = IR_AC_Signal_Current;
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//This is good to view for debugging
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//Serial.print("Signal_Current: ");
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//Serial.println(IR_AC_Signal_Current);
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// Process next data sample
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IR_Average_Estimated = averageDCEstimator(&ir_avg_reg, sample);
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IR_AC_Signal_Current = lowPassFIRFilter(sample - IR_Average_Estimated);
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// Detect positive zero crossing (rising edge)
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if ((IR_AC_Signal_Previous < 0) & (IR_AC_Signal_Current >= 0))
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{
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IR_AC_Max = IR_AC_Signal_max; //Adjust our AC max and min
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IR_AC_Min = IR_AC_Signal_min;
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positiveEdge = 1;
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negativeEdge = 0;
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IR_AC_Signal_max = 0;
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//if ((IR_AC_Max - IR_AC_Min) > 100 & (IR_AC_Max - IR_AC_Min) < 1000)
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if ((IR_AC_Max - IR_AC_Min) > 20 & (IR_AC_Max - IR_AC_Min) < 1000)
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{
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//Heart beat!!!
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beatDetected = true;
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}
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}
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// Detect negative zero crossing (falling edge)
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if ((IR_AC_Signal_Previous > 0) & (IR_AC_Signal_Current <= 0))
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{
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positiveEdge = 0;
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negativeEdge = 1;
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IR_AC_Signal_min = 0;
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}
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// Find Maximum value in positive cycle
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if (positiveEdge & (IR_AC_Signal_Current > IR_AC_Signal_Previous))
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{
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IR_AC_Signal_max = IR_AC_Signal_Current;
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}
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// Find Minimum value in negative cycle
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if (negativeEdge & (IR_AC_Signal_Current < IR_AC_Signal_Previous))
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{
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IR_AC_Signal_min = IR_AC_Signal_Current;
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}
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return(beatDetected);
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}
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// Average DC Estimator
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int16_t averageDCEstimator(int32_t *p, uint16_t x)
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{
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*p += ((((long) x << 15) - *p) >> 4);
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return (*p >> 15);
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}
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// Low Pass FIR Filter
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int16_t lowPassFIRFilter(int16_t din)
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{
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cbuf[offset] = din;
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int32_t z = mul16(FIRCoeffs[11], cbuf[(offset - 11) & 0x1F]);
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for (uint8_t i = 0 ; i < 11 ; i++)
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{
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z += mul16(FIRCoeffs[i], cbuf[(offset - i) & 0x1F] + cbuf[(offset - 22 + i) & 0x1F]);
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}
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offset++;
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offset %= 32; //Wrap condition
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return(z >> 15);
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}
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// Integer multiplier
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int32_t mul16(int16_t x, int16_t y)
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{
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return((long)x * (long)y);
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}
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