//
// selectCandidates: build a list of candidates
//
// Notes:
// For primary detection.
void
SignalClassifier::classifySignals(Activity *act)
{
SystemType origin = act->getMode();
Debug(DEBUG_NEVER, 1, "classify signals");
params = act->getActivityParams();
int32_t maxCandidates = params.maxNumberOfCandidates;
recentRfi = act->getRecentRfiMask();
testSignal = act->getTestSignalMask();
operations = params.operations;
act->setCandidatesOverMax(candidatesOverMax = 0);
SuperClusterer *superClusterer = act->getSuperClusterer();
Assert(superClusterer);
// scan the list of signals
for (int32_t i = 0; i < superClusterer->getCount(); i++) {
// get the next signal
ClusterTag tag = superClusterer->getNthMainSignal(i);
CwClusterer *cwClusterer = tag.holder->getCw();
PulseClusterer *pulseClusterer = tag.holder->getPulse();
if (cwClusterer) {
Debug(DEBUG_NEVER, i, "cw clusterer");
CwPowerSignal& signal = cwClusterer->getNth(tag.index);
classifySignal(act, signal.sig, superClusterer, i, maxCandidates);
signal.sig.containsBadBands = applyBadBands(act, signal.sig);
if (signal.sig.sigClass == CLASS_CAND)
act->addCwCandidate(&signal, origin);
act->addCwSignal(&signal);
}
else if (pulseClusterer) {
Debug(DEBUG_NEVER, i, "pulse cluster");
PulseSignalHeader *signal = &pulseClusterer->getNth(tag.index);
// cout << "SignalClassifier pulse " << *signal;
// Pulse *p = (Pulse *) (signal + 1);
// for (int j = 0; j < signal->train.numberOfPulses; ++j)
// cout << "pulse " << j << p[j];
classifySignal(act, signal->sig, superClusterer, i, maxCandidates);
signal->sig.containsBadBands = applyBadBands(act, signal->sig);
if (signal->sig.sigClass == CLASS_CAND)
act->addPulseCandidate(signal, origin);
act->addPulseSignal(signal);
// displayPulseSignal(*signal);
}
}
act->setCandidatesOverMax(candidatesOverMax);
}
bool
PulseClusterer::isStronger(int idx, ClusterTag *old)
{
if (!isComplete() || (idx < 0 || idx > (int) clusterList.size()))
Fatal(666);
lock();
PulseClusterer *oldClust = old->holder->getPulse();
bool stronger = false;
if (oldClust) {
const PulseSignalHeader &oldpd = oldClust->getNth(old->index);
const PulseSignalHeader &newpd = getNth(idx);
stronger = (newpd.sig.path.power > oldpd.sig.path.power);
}
unlock();
return (stronger);
}
void
SuperClusterer::compute()
{
vector<int> index;
vector<float64_t> freq;
if (!children.size())
return;
// initialize merge cursors for each cluster list
lock();
for (int i = 0; i < (int) children.size(); ++i) {
ChildClusterer *ch = children[i];
index.push_back(0);
freq.push_back(ch->getCount() ? ch->getNominalFreq(0) : 0);
}
unlock();
SuperClusterDescription *lastSuper = 0;
// until everything is merged
Tr(detail,("begin computing superclusters"));
lock();
while (true) {
// find the lowest next frequency
int nextList = -1;
for (int i = 0; i < (int) children.size(); ++i) {
if (freq[i] && (nextList < 0 || freq[i] < freq[nextList])) {
// still clusters in this list
nextList = i;
}
}
if (nextList < 0)
break; // no more clusters in any list
if (lastSuper && freq[nextList] < lastSuper->hiBound) {
// merge this cluster into super cluster
lastSuper->hiBound = freq[nextList] + superClusterGap;
ClusterTag tag;
tag.holder = children[nextList];
tag.index = index[nextList];
lastSuper->clusters.push_back(tag);
if (tag.holder->isStronger(tag.index, &lastSuper->strongest))
lastSuper->strongest = tag;
// add this signal polarization to the supercluster
setTypeAndPol(tag, lastSuper);
Tr(detail,("merge cluster from list %d @%f, hiBound %f",
nextList, freq[nextList], lastSuper->hiBound));
}
else {
// create new super cluster
SuperClusterDescription desc;
desc.signalId = signalIdGen.getNextId();
desc.hiBound = freq[nextList] + superClusterGap;
ClusterTag tag;
tag.holder = children[nextList];
tag.index = index[nextList];
desc.strongest = tag;
desc.clusters.push_back(desc.strongest);
CwClusterer *cwCluster;
PulseClusterer *pulseCluster;
// set the initial polarization based on the first cluster
cwCluster = tag.holder->getCw();
pulseCluster = tag.holder->getPulse();
if (cwCluster) {
CwPowerSignal cwSig = cwCluster->getNth(tag.index);
desc.type = CW_POWER;
desc.pol = cwSig.sig.pol;
}
else if (pulseCluster) {
PulseSignalHeader pulseSig = pulseCluster->getNth(tag.index);
desc.type = PULSE;
desc.pol = pulseSig.sig.pol;
}
superClusters.push_back(desc);
lastSuper = &superClusters[superClusters.size() - 1];
Tr(detail,("create new supercluster from list %d @%f, hiBound %f",
nextList, freq[nextList], desc.hiBound));
}
// advance cursor for the cluster list we just merged from
ChildClusterer *ch = children[nextList];
if (++index[nextList] >= ch->getCount())
freq[nextList] = 0;
else
freq[nextList] = ch->getNominalFreq(index[nextList]);
}
unlock();
Tr(detail,("done computing %d supercluster(s)",superClusters.size()));
}