/* Theory:
* RSD: Rapid Shake Detection
* acceleration change is the sum of the delta G between consecutive samples divided
* by the number of samples per second
* Drastic Movement (condition1)
* average acceleration change exceeds about 0.9G per sample (50ms period)
* calculated over the last .75 seconds
*/
/// <summary>
/// deltaG above 0.9G for at least .75 seconds
/// </summary>
/// <returns></returns>
private bool condition1(gRMSAverage currentRMS)
{
if (!_samplesPerSecondsCalulated)
{
return(false);
}
bool bRet1 = false;
//get average of values of last .75 seconds, tick diff is about 10ms between samples
double sum = 0;
int iSamples = 0;
foreach (gRMSAverage gRMS in myAverages)
{
if (currentRMS.tick - gRMS.tick < 75 * 1000) //the ticks saved are milliseconds, .75seconds=75000 milliseconds
{
sum += gRMS.deltaG;
iSamples++;
}
}
//sum of deltas divided by samples per second
double DeltaAverage = sum / _samplesPerSecond;// (iSamples * 4 / 3);
Avg_deltaG_rms = DeltaAverage;
//call back for information, the caller reads _Avg_deltaG_rms
OnIdleDetected(new GMVector(0, 0, 0));
//how many samples exceed the Gmin treshold
int iCountG = 0;
foreach (GMVector g in myQueue)
{
if (g.Length > DeltaAverage)
{
iCountG++;
}
}
//Condition1: have at least an average of 0.9G for at least .75 second
if (DeltaAverage > myGmin)
{
if (iCountG > myTmin)
{
//delete all entries, RESET
myQueue.Clear();
//_firstCall = true;
//OnMoveDetected(gv);
bRet1 = true;
}
}
return(bRet1);
}
/// <summary>
/// deltaG above .5G for more than 3 seconds and
/// without deltaG below .5G within last 3 seconds
/// </summary>
/// <param name="currentRMS"></param>
/// <returns></returns>
private bool condition2(gRMSAverage currentRMS, gRMSAverage lastRMS)
{
if (!_samplesPerSecondsCalulated)
{
return(false);
}
bool bRet = false;
crossDirection crossDir = crossDirection.unknown;
if (currentRMS.deltaG > myRMSmin && lastRMS.deltaG < myRMSmin)
{
//crossUp
crossDir = crossDirection.crossUP;
}
else if (currentRMS.deltaG < myRMSmin && lastRMS.deltaG > myRMSmin)
{
//crossDown
crossDir = crossDirection.crossDown;
}
if (myCrossDOWNs.Count > 0)
{
gRMSAverage lastRMSup = myCrossDOWNs.Peek();
if (crossDir == crossDirection.crossUP && (currentRMS.tick - lastRMSup.tick) >= _treshCountRMS)
{
if (myCrossUPs.Count > 0)
{
gRMSAverage lastRMSdown = myCrossDOWNs.Peek();
if ((currentRMS.tick - lastRMSdown.tick) > _treshCountRMS)
{
bRet = true;
}
}
}
}
//enqueue current values
if (crossDir == crossDirection.crossUP)
{
myCrossUPs.Enqueue(currentRMS);
}
if (crossDir == crossDirection.crossDown)
{
myCrossDOWNs.Enqueue(currentRMS);
}
return(bRet);
}
public override void addValues(GMVector gv)
{
GMVector gvOld;
if (myQueue.Count > 0)// !_firstCall)
{
//_samplesPerSecond=
//calc samples per second
if (!_samplesPerSecondsCalulated)
{
if (myQueue.Count > 10)
{
GMVector[] myQueueArray = myQueue.ToArray();
ulong iSamplesCount = 0;
ulong iTickSum = 0;
ulong tickDiff = 0;
for (int c = myQueueArray.Length - 1; c > 1; c--)
{
iSamplesCount++;
tickDiff = myQueueArray[c].Ticks - myQueueArray[c - 1].Ticks;
iTickSum += tickDiff;
}
_samplesPerSecond = (uint)(1000 / (iTickSum / iSamplesCount)); // number of samples per second, ticks stored as milliseconds
_samplesPerSecondsCalulated = true;
}
}
//get and store delta
gvOld = myQueue.Peek();
//calculate deltaG for current and last sample
double deltaG = Math.Abs(gv.Length - gvOld.Length);
//save for later use
gRMSAverage currentRMS = new gRMSAverage(deltaG, gv.Ticks);
myAverages.Enqueue(currentRMS);
basicLogger(string.Format("{0}\t{1}\t{2}\t{3}\t{4}",
gv.X, gv.Y, gv.Z,
gv.Ticks,
deltaG));
/* Theory:
* RSD: Rapid Shake Detection
* acceleration change is the sum of the delta G between consecutive samples divided
* by the number of samples per second
* Drastic Movement
* average acceleration change exceeds about 0.9G per sample (50ms period)
* calculated over the last .75 seconds
* Sustained Movement
* more fequently exceed an acceleration of about 0.5G (0.5G acceleration change per sample)
* exceed 0.5G value within time frame for non-consecutive samples (cross counter)
* time frame is set to reset after 60 non-consecutive (about 3 seconds at 50ms per sample) samples below 0.5G
*/
//test for condition1
bool bCondition1 = false;
if (myAverages.Count > 1)
{
bCondition1 = condition1(currentRMS);
}
//test for condition2
bool bCondition2 = false;
if (myAverages.Count > 1)
{
gRMSAverage lastRMS = myAverages.Peek();
bCondition2 = condition2(currentRMS, lastRMS);
}
//===============================================================================================
//start when queue is filled
if (myQueue.Count >= 20)
{
//rapid shake detection (RSD)
//Condition1: have at least an average of 0.9G for at least .75 second
if (bCondition1 & bCondition2)
{
OnMoveDetected(gv);
}
}//start with filled queue
}
//else
// _firstCall = false;
myQueue.Enqueue(gv);
gvOld = gv;
}
public override void addValues(GMVector gv)
{
GMVector gvOld;
if (myQueue.Count>0)// !_firstCall)
{
//_samplesPerSecond=
//calc samples per second
if (!_samplesPerSecondsCalulated)
{
if (myQueue.Count > 10)
{
GMVector[] myQueueArray = myQueue.ToArray();
ulong iSamplesCount = 0;
ulong iTickSum = 0;
ulong tickDiff = 0;
for (int c = myQueueArray.Length - 1; c > 1; c--)
{
iSamplesCount++;
tickDiff = myQueueArray[c].Ticks - myQueueArray[c - 1].Ticks;
iTickSum += tickDiff;
}
_samplesPerSecond = (uint)(1000 / (iTickSum / iSamplesCount)); // number of samples per second, ticks stored as milliseconds
_samplesPerSecondsCalulated = true;
}
}
//get and store delta
gvOld = myQueue.Peek();
//calculate deltaG for current and last sample
double deltaG = Math.Abs(gv.Length-gvOld.Length);
//save for later use
gRMSAverage currentRMS=new gRMSAverage(deltaG, gv.Ticks);
myAverages.Enqueue(currentRMS);
basicLogger(string.Format("{0}\t{1}\t{2}\t{3}\t{4}",
gv.X, gv.Y, gv.Z,
gv.Ticks,
deltaG));
/* Theory:
* RSD: Rapid Shake Detection
* acceleration change is the sum of the delta G between consecutive samples divided
* by the number of samples per second
* Drastic Movement
* average acceleration change exceeds about 0.9G per sample (50ms period)
* calculated over the last .75 seconds
* Sustained Movement
* more fequently exceed an acceleration of about 0.5G (0.5G acceleration change per sample)
* exceed 0.5G value within time frame for non-consecutive samples (cross counter)
* time frame is set to reset after 60 non-consecutive (about 3 seconds at 50ms per sample) samples below 0.5G
*/
//test for condition1
bool bCondition1=false;
if (myAverages.Count > 1)
{
bCondition1 = condition1(currentRMS);
}
//test for condition2
bool bCondition2=false;
if (myAverages.Count > 1)
{
gRMSAverage lastRMS = myAverages.Peek();
bCondition2 = condition2(currentRMS, lastRMS);
}
//===============================================================================================
//start when queue is filled
if (myQueue.Count >= 20)
{
//rapid shake detection (RSD)
//Condition1: have at least an average of 0.9G for at least .75 second
if(bCondition1 & bCondition2)
OnMoveDetected(gv);
}//start with filled queue
}
//else
// _firstCall = false;
myQueue.Enqueue(gv);
gvOld = gv;
}
/// <summary>
/// deltaG above .5G for more than 3 seconds and
/// without deltaG below .5G within last 3 seconds
/// </summary>
/// <param name="currentRMS"></param>
/// <returns></returns>
private bool condition2(gRMSAverage currentRMS, gRMSAverage lastRMS){
if (!_samplesPerSecondsCalulated)
return false;
bool bRet = false;
crossDirection crossDir = crossDirection.unknown;
if (currentRMS.deltaG > myRMSmin && lastRMS.deltaG < myRMSmin)
{
//crossUp
crossDir = crossDirection.crossUP;
}
else if (currentRMS.deltaG < myRMSmin && lastRMS.deltaG > myRMSmin)
{
//crossDown
crossDir = crossDirection.crossDown;
}
if (myCrossDOWNs.Count > 0)
{
gRMSAverage lastRMSup = myCrossDOWNs.Peek();
if (crossDir == crossDirection.crossUP && (currentRMS.tick - lastRMSup.tick) >= _treshCountRMS)
{
if (myCrossUPs.Count > 0)
{
gRMSAverage lastRMSdown = myCrossDOWNs.Peek();
if ((currentRMS.tick - lastRMSdown.tick) > _treshCountRMS)
bRet = true;
}
}
}
//enqueue current values
if (crossDir == crossDirection.crossUP)
myCrossUPs.Enqueue(currentRMS);
if (crossDir == crossDirection.crossDown)
myCrossDOWNs.Enqueue(currentRMS);
return bRet;
}
/* Theory:
* RSD: Rapid Shake Detection
* acceleration change is the sum of the delta G between consecutive samples divided
* by the number of samples per second
* Drastic Movement (condition1)
* average acceleration change exceeds about 0.9G per sample (50ms period)
* calculated over the last .75 seconds
*/
/// <summary>
/// deltaG above 0.9G for at least .75 seconds
/// </summary>
/// <returns></returns>
private bool condition1(gRMSAverage currentRMS)
{
if (!_samplesPerSecondsCalulated)
return false;
bool bRet1 = false;
//get average of values of last .75 seconds, tick diff is about 10ms between samples
double sum = 0;
int iSamples = 0;
foreach (gRMSAverage gRMS in myAverages)
{
if (currentRMS.tick - gRMS.tick < 75 * 1000) //the ticks saved are milliseconds, .75seconds=75000 milliseconds
{
sum += gRMS.deltaG;
iSamples++;
}
}
//sum of deltas divided by samples per second
double DeltaAverage = sum / _samplesPerSecond;// (iSamples * 4 / 3);
Avg_deltaG_rms = DeltaAverage;
//call back for information, the caller reads _Avg_deltaG_rms
OnIdleDetected(new GMVector(0, 0, 0));
//how many samples exceed the Gmin treshold
int iCountG = 0;
foreach (GMVector g in myQueue)
{
if (g.Length > DeltaAverage)
iCountG++;
}
//Condition1: have at least an average of 0.9G for at least .75 second
if (DeltaAverage > myGmin){
if (iCountG > myTmin)
{
//delete all entries, RESET
myQueue.Clear();
//_firstCall = true;
//OnMoveDetected(gv);
bRet1 = true;
}
}
return bRet1;
}