fix compilation
- std::log and M_PI are not constexpr's by the standard. replace by a constant - reformat
This commit is contained in:
parent
6fb8fdc2bd
commit
76aa494be4
@ -58,7 +58,6 @@ struct SubMatching
|
||||
using CandidateList = std::vector<std::pair<PhantomNode, double>>;
|
||||
using CandidateLists = std::vector<CandidateList>;
|
||||
using SubMatchingList = std::vector<SubMatching>;
|
||||
constexpr static const unsigned max_number_of_candidates = 10;
|
||||
constexpr static const double IMPOSSIBLE_LOG_PROB = -std::numeric_limits<double>::infinity();
|
||||
constexpr static const double MINIMAL_LOG_PROB = -std::numeric_limits<double>::max();
|
||||
constexpr static const unsigned INVALID_STATE = std::numeric_limits<unsigned>::max();
|
||||
@ -67,8 +66,8 @@ constexpr static const unsigned MAX_BROKEN_TIME = 30;
|
||||
}
|
||||
|
||||
// implements a hidden markov model map matching algorithm
|
||||
template <class DataFacadeT> class MapMatching final
|
||||
: public BasicRoutingInterface<DataFacadeT, MapMatching<DataFacadeT>>
|
||||
template <class DataFacadeT>
|
||||
class MapMatching final : public BasicRoutingInterface<DataFacadeT, MapMatching<DataFacadeT>>
|
||||
{
|
||||
using super = BasicRoutingInterface<DataFacadeT, MapMatching<DataFacadeT>>;
|
||||
using QueryHeap = SearchEngineData::QueryHeap;
|
||||
@ -77,7 +76,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
// FIXME this value should be a table based on samples/meter (or samples/min)
|
||||
constexpr static const double default_beta = 10.0;
|
||||
constexpr static const double default_sigma_z = 4.07;
|
||||
constexpr static const double log_2_pi = std::log(2 * M_PI);
|
||||
constexpr static const double log_2_pi = 1.837877066409346; // std::log(2. * M_PI);
|
||||
|
||||
// closures to precompute log -> only simple floating point operations
|
||||
struct EmissionLogProbability
|
||||
@ -86,8 +85,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
double log_sigma_z;
|
||||
|
||||
EmissionLogProbability(const double sigma_z)
|
||||
: sigma_z(sigma_z)
|
||||
, log_sigma_z(std::log(sigma_z))
|
||||
: sigma_z(sigma_z), log_sigma_z(std::log(sigma_z))
|
||||
{
|
||||
}
|
||||
|
||||
@ -100,16 +98,9 @@ template <class DataFacadeT> class MapMatching final
|
||||
{
|
||||
double beta;
|
||||
double log_beta;
|
||||
TransitionLogProbability(const double beta)
|
||||
: beta(beta)
|
||||
, log_beta(std::log(beta))
|
||||
{
|
||||
}
|
||||
TransitionLogProbability(const double beta) : beta(beta), log_beta(std::log(beta)) {}
|
||||
|
||||
double operator()(const double d_t) const
|
||||
{
|
||||
return -log_beta - d_t / beta;
|
||||
}
|
||||
double operator()(const double d_t) const { return -log_beta - d_t / beta; }
|
||||
};
|
||||
|
||||
double get_network_distance(const PhantomNode &source_phantom,
|
||||
@ -159,13 +150,13 @@ template <class DataFacadeT> class MapMatching final
|
||||
{
|
||||
if (0 < forward_heap.Size())
|
||||
{
|
||||
super::RoutingStep(
|
||||
forward_heap, reverse_heap, &middle_node, &upper_bound, edge_offset, true);
|
||||
super::RoutingStep(forward_heap, reverse_heap, &middle_node, &upper_bound,
|
||||
edge_offset, true);
|
||||
}
|
||||
if (0 < reverse_heap.Size())
|
||||
{
|
||||
super::RoutingStep(
|
||||
reverse_heap, forward_heap, &middle_node, &upper_bound, edge_offset, false);
|
||||
super::RoutingStep(reverse_heap, forward_heap, &middle_node, &upper_bound,
|
||||
edge_offset, false);
|
||||
}
|
||||
}
|
||||
|
||||
@ -206,10 +197,12 @@ template <class DataFacadeT> class MapMatching final
|
||||
std::vector<bool> breakage;
|
||||
|
||||
const Matching::CandidateLists &candidates_list;
|
||||
const EmissionLogProbability& emission_log_probability;
|
||||
const EmissionLogProbability &emission_log_probability;
|
||||
|
||||
HiddenMarkovModel(const Matching::CandidateLists &candidates_list, const EmissionLogProbability& emission_log_probability)
|
||||
: breakage(candidates_list.size()), candidates_list(candidates_list), emission_log_probability(emission_log_probability)
|
||||
HiddenMarkovModel(const Matching::CandidateLists &candidates_list,
|
||||
const EmissionLogProbability &emission_log_probability)
|
||||
: breakage(candidates_list.size()), candidates_list(candidates_list),
|
||||
emission_log_probability(emission_log_probability)
|
||||
{
|
||||
for (const auto &l : candidates_list)
|
||||
{
|
||||
@ -276,8 +269,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
// Provides the debug interface for introspection tools
|
||||
struct DebugInfo
|
||||
{
|
||||
DebugInfo(const osrm::json::Logger* logger)
|
||||
: logger(logger)
|
||||
DebugInfo(const osrm::json::Logger *logger) : logger(logger)
|
||||
{
|
||||
if (logger)
|
||||
{
|
||||
@ -285,7 +277,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
}
|
||||
}
|
||||
|
||||
void initialize(const Matching::CandidateLists& candidates_list)
|
||||
void initialize(const Matching::CandidateLists &candidates_list)
|
||||
{
|
||||
// json logger not enabled
|
||||
if (!logger)
|
||||
@ -302,7 +294,8 @@ template <class DataFacadeT> class MapMatching final
|
||||
state.values["coordinate"] = osrm::json::make_array(
|
||||
candidates_list[t][s].first.location.lat / COORDINATE_PRECISION,
|
||||
candidates_list[t][s].first.location.lon / COORDINATE_PRECISION);
|
||||
state.values["viterbi"] = osrm::json::clamp_float(Matching::IMPOSSIBLE_LOG_PROB);
|
||||
state.values["viterbi"] =
|
||||
osrm::json::clamp_float(Matching::IMPOSSIBLE_LOG_PROB);
|
||||
state.values["pruned"] = 0u;
|
||||
timestamps.values.push_back(state);
|
||||
}
|
||||
@ -327,21 +320,18 @@ template <class DataFacadeT> class MapMatching final
|
||||
|
||||
osrm::json::Object transistion;
|
||||
transistion.values["to"] = osrm::json::make_array(current_t, current_state);
|
||||
transistion.values["properties"] =
|
||||
osrm::json::make_array(osrm::json::clamp_float(prev_viterbi),
|
||||
osrm::json::clamp_float(emission_pr),
|
||||
osrm::json::clamp_float(transition_pr),
|
||||
network_distance,
|
||||
great_circle_distance);
|
||||
transistion.values["properties"] = osrm::json::make_array(
|
||||
osrm::json::clamp_float(prev_viterbi), osrm::json::clamp_float(emission_pr),
|
||||
osrm::json::clamp_float(transition_pr), network_distance, great_circle_distance);
|
||||
|
||||
osrm::json::get(*object, "states", prev_t, prev_state, "transitions")
|
||||
.get<mapbox::util::recursive_wrapper<osrm::json::Array>>()
|
||||
.get().values.push_back(transistion);
|
||||
|
||||
.get()
|
||||
.values.push_back(transistion);
|
||||
}
|
||||
|
||||
void set_viterbi(const std::vector<std::vector<double>>& viterbi,
|
||||
const std::vector<std::vector<bool>>& pruned)
|
||||
void set_viterbi(const std::vector<std::vector<double>> &viterbi,
|
||||
const std::vector<std::vector<bool>> &pruned)
|
||||
{
|
||||
// json logger not enabled
|
||||
if (!logger)
|
||||
@ -351,8 +341,10 @@ template <class DataFacadeT> class MapMatching final
|
||||
{
|
||||
for (auto s_prime = 0u; s_prime < viterbi[t].size(); ++s_prime)
|
||||
{
|
||||
osrm::json::get(*object, "states", t, s_prime, "viterbi") = osrm::json::clamp_float(viterbi[t][s_prime]);
|
||||
osrm::json::get(*object, "states", t, s_prime, "pruned") = static_cast<unsigned>(pruned[t][s_prime]);
|
||||
osrm::json::get(*object, "states", t, s_prime, "viterbi") =
|
||||
osrm::json::clamp_float(viterbi[t][s_prime]);
|
||||
osrm::json::get(*object, "states", t, s_prime, "pruned") =
|
||||
static_cast<unsigned>(pruned[t][s_prime]);
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -366,7 +358,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
osrm::json::get(*object, "states", t, s, "chosen") = true;
|
||||
}
|
||||
|
||||
void add_breakage(const std::vector<bool>& breakage)
|
||||
void add_breakage(const std::vector<bool> &breakage)
|
||||
{
|
||||
// json logger not enabled
|
||||
if (!logger)
|
||||
@ -375,8 +367,8 @@ template <class DataFacadeT> class MapMatching final
|
||||
osrm::json::get(*object, "breakage") = osrm::json::make_array(breakage);
|
||||
}
|
||||
|
||||
const osrm::json::Logger* logger;
|
||||
osrm::json::Value* object;
|
||||
const osrm::json::Logger *logger;
|
||||
osrm::json::Value *object;
|
||||
};
|
||||
|
||||
public:
|
||||
@ -395,8 +387,10 @@ template <class DataFacadeT> class MapMatching final
|
||||
BOOST_ASSERT(candidates_list.size() > 0);
|
||||
|
||||
// TODO replace default values with table lookup based on sampling frequency
|
||||
EmissionLogProbability emission_log_probability(gps_precision > 0 ? gps_precision : default_sigma_z);
|
||||
TransitionLogProbability transition_log_probability(matching_beta > 0 ? matching_beta : default_beta);
|
||||
EmissionLogProbability emission_log_probability(gps_precision > 0 ? gps_precision
|
||||
: default_sigma_z);
|
||||
TransitionLogProbability transition_log_probability(matching_beta > 0 ? matching_beta
|
||||
: default_beta);
|
||||
|
||||
HiddenMarkovModel model(candidates_list, emission_log_probability);
|
||||
|
||||
@ -429,8 +423,8 @@ template <class DataFacadeT> class MapMatching final
|
||||
}
|
||||
else
|
||||
{
|
||||
trace_split = trace_split || (t - prev_unbroken_timestamps.back() >
|
||||
Matching::MAX_BROKEN_STATES);
|
||||
trace_split = trace_split ||
|
||||
(t - prev_unbroken_timestamps.back() > Matching::MAX_BROKEN_STATES);
|
||||
}
|
||||
|
||||
if (trace_split)
|
||||
@ -456,7 +450,7 @@ template <class DataFacadeT> class MapMatching final
|
||||
// Important: We potentially go back here!
|
||||
// However since t > new_start >= breakge_begin
|
||||
// we can only reset trace_coordindates.size() times.
|
||||
t = new_start+1;
|
||||
t = new_start + 1;
|
||||
}
|
||||
|
||||
unsigned prev_unbroken_timestamp = prev_unbroken_timestamps.back();
|
||||
@ -506,11 +500,8 @@ template <class DataFacadeT> class MapMatching final
|
||||
new_value += transition_pr;
|
||||
|
||||
debug.add_transition_info(prev_unbroken_timestamp, t, s, s_prime,
|
||||
prev_viterbi[s],
|
||||
emission_pr,
|
||||
transition_pr,
|
||||
network_distance,
|
||||
great_circle_distance);
|
||||
prev_viterbi[s], emission_pr, transition_pr,
|
||||
network_distance, great_circle_distance);
|
||||
|
||||
if (new_value > current_viterbi[s_prime])
|
||||
{
|
||||
@ -622,6 +613,6 @@ template <class DataFacadeT> class MapMatching final
|
||||
};
|
||||
|
||||
//[1] "Hidden Markov Map Matching Through Noise and Sparseness"; P. Newson and J. Krumm; 2009; ACM
|
||||
//GIS
|
||||
// GIS
|
||||
|
||||
#endif /* MAP_MATCHING_HPP */
|
||||
|
Loading…
Reference in New Issue
Block a user