Agrarsense
Public Member Functions | Public Attributes | Private Member Functions | Private Attributes | List of all members
ALidarManager Class Reference

#include <LidarManager.h>

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Public Member Functions

 ALidarManager (const FObjectInitializer &ObjectInitializer)
 
void SetSimulateLidars (bool bSimulateLidars)
 
void SetMeasurePerformance (bool bMeasurePerformance)
 
void SetSaveCombinedCloudToDisk (bool bSaveCombinedCloud)
 
void SetSendCombinedCloud (bool bSaveCombinedCloud)
 
void AddRaycastLidar (ALidar *lidarPtr)
 
void RemoveRaycastLidar (ALidar *lidarPtr)
 
int GetLidarCount () const
 
TArray< ALidar * > GetAllLidars () const
 
std::vector< ALidar * > GetAllLidarsVector () const
 
 UPROPERTY (BlueprintReadOnly)
 

Public Attributes

FLidarDelegate_LidarSpawned OnLidarSpawned
 
FLidarDelegate_LidarDestroyed OnLidarDestroyed
 
bool SendCombinedCloudToROS = true
 
bool SaveCombinedCloudToDisk = false
 
bool MeasurePerformance = false
 
float TimeInMilliseconds
 

Private Member Functions

virtual void BeginPlay () override
 
virtual void EndPlay (const EEndPlayReason::Type EndPlayReason) override
 
void TickParallel (float DeltaTime)
 
void SimulateLidars (const float DeltaTime)
 
void SendCombinedPointcloud (const std::vector< FPointData > &points)
 
void SaveCombinedPointcloud (const std::vector< FPointData > &points)
 
void ROSBridgeStateChanged (EROSState RosState)
 
void InitTopic ()
 
void DestroyTopic ()
 

Private Attributes

FTickEntry TickEntry
 
bool TickAdded = false
 
std::vector< ALidar * > RaycastLidars
 
UROSIntegrationGameInstance * RosInstance = nullptr
 
TWeakObjectPtr< UTopic > CombinedLidarTopic
 
TSharedPtr< ROSMessages::sensor_msgs::PointCloud2 > PointCloudMessage
 
SimpleTimerTotalAverageTimer = nullptr
 
bool CanSimulateLidars = true
 
FString FileSavePath
 
int32 LidarSaves = 0
 

Detailed Description

This class handles simulating all Lidar sensors in parallel.

Definition at line 40 of file LidarManager.h.

Constructor & Destructor Documentation

◆ ALidarManager()

ALidarManager::ALidarManager ( const FObjectInitializer &  ObjectInitializer)

Definition at line 31 of file LidarManager.cpp.

31 : Super(ObjectInitializer)
32{
33 // TickManager handles this Actor ticking
34 PrimaryActorTick.bCanEverTick = false;
35
36 if (FParse::Param(FCommandLine::Get(), TEXT("-save-combined-pointcloud")))
37 {
39 }
40}
bool SaveCombinedCloudToDisk
Definition: LidarManager.h:144

References SaveCombinedCloudToDisk.

Member Function Documentation

◆ AddRaycastLidar()

void ALidarManager::AddRaycastLidar ( ALidar lidarPtr)

Add Lidar sensor to this manager. This should only be called from Lidar.cpp

Parameters
lidarPtrLidar class pointer

Definition at line 229 of file LidarManager.cpp.

230{
231 if (!lidarPtr)
232 {
233 return;
234 }
235
236 RaycastLidars.push_back(lidarPtr);
237
238#if WITH_EDITOR
239 UE_LOG(LogTemp, Warning, TEXT("LidarManager.cpp: Added Lidar sensor."));
240#endif
241
242 if (!TickAdded)
243 {
244 InitTopic();
245
246 TickEntry = ATickManager::AddTick(this, BindTick(this, &ALidarManager::TickParallel), ETickType::FullFrameTaskParallel);
247 TickAdded = true;
248 }
249
250 // Broadcast new lidar has been spawned, broadcast Lidar actor
251 OnLidarSpawned.Broadcast(lidarPtr);
252}
static auto BindTick(ObjectType *Object, FunctionType Function)
Definition: TickManager.h:182
FLidarDelegate_LidarSpawned OnLidarSpawned
Definition: LidarManager.h:131
FTickEntry TickEntry
Definition: LidarManager.h:160
std::vector< ALidar * > RaycastLidars
Definition: LidarManager.h:201
void TickParallel(float DeltaTime)
static FTickEntry AddTick(UObject *Object, std::function< void(float)> Function, ETickType Type)
Definition: TickManager.cpp:55

References ATickManager::AddTick(), BindTick(), InitTopic(), OnLidarSpawned, RaycastLidars, TickAdded, TickEntry, and TickParallel().

Referenced by ALidar::BeginPlay().

◆ BeginPlay()

void ALidarManager::BeginPlay ( )
overrideprivatevirtual

Definition at line 42 of file LidarManager.cpp.

43{
44 Super::BeginPlay();
45
46 // There should only be one instance of this actor which is spawned in AgrarsenseGameModebase.cpp
47 UWorld* World = GetWorld();
48 TArray<AActor*> FoundActors;
49 UGameplayStatics::GetAllActorsOfClass(World, ALidarManager::StaticClass(), FoundActors);
50 if (FoundActors.Num() != 1)
51 {
52#ifdef WITH_EDITOR
53 UE_LOG(LogTemp, Warning, TEXT("LidarManager.cpp: LidarManager already exists in the level. Destroying this one."));
54#endif
55 this->Destroy();
56 return;
57 }
58
59 RosInstance = Cast<UROSIntegrationGameInstance>(GetGameInstance());
60
62
63 FString DataLocation = UAgrarsensePaths::GetDataFolder();
64 FString UnixTimeStamp = FString::FromInt(FDateTime::Now().ToUnixTimestamp());
65 FileSavePath = DataLocation + "LidarCombined_" + UnixTimeStamp + "/";
66
67 // Initialize the PointCloudMessage
68 PointCloudMessage = MakeShared<ROSMessages::sensor_msgs::PointCloud2>();
69 PointCloudMessage->CreateDefaultPointCloud2Message();
70}
FString FileSavePath
Definition: LidarManager.h:215
UROSIntegrationGameInstance * RosInstance
Definition: LidarManager.h:204
TSharedPtr< ROSMessages::sensor_msgs::PointCloud2 > PointCloudMessage
Definition: LidarManager.h:209
SimpleTimer * TotalAverageTimer
Definition: LidarManager.h:211
static FString GetDataFolder()

References Destroy, FileSavePath, UAgrarsensePaths::GetDataFolder(), PointCloudMessage, RosInstance, and TotalAverageTimer.

◆ DestroyTopic()

void ALidarManager::DestroyTopic ( )
private

Destroy ROS topic

Definition at line 318 of file LidarManager.cpp.

319{
320 if (CombinedLidarTopic.IsValid())
321 {
322 CombinedLidarTopic->Unadvertise();
323 CombinedLidarTopic->Unsubscribe();
324 CombinedLidarTopic->MarkAsDisconnected();
325 CombinedLidarTopic->ConditionalBeginDestroy();
326 CombinedLidarTopic.Reset();
327 }
328}
TWeakObjectPtr< UTopic > CombinedLidarTopic
Definition: LidarManager.h:207

References CombinedLidarTopic.

Referenced by EndPlay(), RemoveRaycastLidar(), and ROSBridgeStateChanged().

◆ EndPlay()

void ALidarManager::EndPlay ( const EEndPlayReason::Type  EndPlayReason)
overrideprivatevirtual

Definition at line 72 of file LidarManager.cpp.

73{
74 Super::EndPlay(EndPlayReason);
75
77
78 PointCloudMessage.Reset();
79
80 RaycastLidars.clear();
81
82 RosInstance = nullptr;
83
84 delete(TotalAverageTimer);
85
86 if (TickAdded)
87 {
89 }
90}
static void RemoveTick(FTickEntry TickEntry)
Definition: TickManager.cpp:90

References DestroyTopic(), PointCloudMessage, RaycastLidars, ATickManager::RemoveTick(), RosInstance, TickAdded, TickEntry, and TotalAverageTimer.

◆ GetAllLidars()

TArray< ALidar * > ALidarManager::GetAllLidars ( ) const
inline

Get all Lidar sensors added to this Lidar Mananger

Returns
Tarray of ALidar pointers.

Definition at line 103 of file LidarManager.h.

104 {
105 // Create TArray<ALidar*> since LidarManager uses std::vector
106 // to keep track of Lidar sensors and Blueprints only support TArrays
107 TArray<ALidar*> Lidars;
108
109 for (int32 i = 0; i < RaycastLidars.size(); i++)
110 {
111 ALidar* LidarPtr = RaycastLidars[i];
112 if (LidarPtr)
113 {
114 Lidars.Add(LidarPtr);
115 }
116 }
117
118 return Lidars;
119 }
Definition: Lidar.h:34

◆ GetAllLidarsVector()

std::vector< ALidar * > ALidarManager::GetAllLidarsVector ( ) const
inline

Definition at line 121 of file LidarManager.h.

122 {
123 return RaycastLidars;
124 }

◆ GetLidarCount()

int ALidarManager::GetLidarCount ( ) const
inline

Get current Lidar count. Callable from blueprints.

Returns
int lidar count

Definition at line 93 of file LidarManager.h.

94 {
95 return RaycastLidars.size();
96 }

◆ InitTopic()

void ALidarManager::InitTopic ( )
private

Initialize ROS topic

Definition at line 302 of file LidarManager.cpp.

303{
304 if (CombinedLidarTopic.IsValid() || !SendCombinedCloudToROS || !RosInstance->IsROSConnected())
305 {
306 return;
307 }
308
309 CombinedLidarTopic = NewObject<UTopic>(UTopic::StaticClass());
310 CombinedLidarTopic->Init(RosInstance->ROSIntegrationCore, FString::Printf(TEXT("/agrarsense/out/sensors/lidars_combined")), TEXT("sensor_msgs/PointCloud2"));
311 CombinedLidarTopic->Advertise();
312
313#if WITH_EDITOR
314 UE_LOG(LogTemp, Warning, TEXT("LidarManager.cpp: Created combined Lidar ROS topic. Topic name: /agrarsense/sensors/lidars_combined"));
315#endif
316}
bool SendCombinedCloudToROS
Definition: LidarManager.h:141

References CombinedLidarTopic, RosInstance, and SendCombinedCloudToROS.

Referenced by AddRaycastLidar(), ROSBridgeStateChanged(), and SetSendCombinedCloud().

◆ RemoveRaycastLidar()

void ALidarManager::RemoveRaycastLidar ( ALidar lidarPtr)

Remove Lidar sensor from this manager. This should only be called from Lidar.cpp

Parameters
lidarPtrLidar class pointer

Definition at line 254 of file LidarManager.cpp.

255{
256 if (!lidarPtr)
257 {
258 return;
259 }
260
261 auto it = std::find(RaycastLidars.begin(), RaycastLidars.end(), lidarPtr);
262 if (it != RaycastLidars.end())
263 {
264 RaycastLidars.erase(it);
265
266#if WITH_EDITOR
267 UE_LOG(LogTemp, Warning, TEXT("LidarManager.cpp: Removed Lidar sensor"));
268#endif
269 }
270
271 // Disable tick if there's no Lidar sensors.
272 if (RaycastLidars.size() == 0)
273 {
275 if (TickAdded)
276 {
278 TickAdded = false;
279 DestroyTopic();
280 }
281 }
282
283 // Broadcast lidar sensor has been destroyed event and broadcast current lidar count
284 int currentLidarCount = RaycastLidars.size();
285 OnLidarDestroyed.Broadcast(currentLidarCount);
286}
FLidarDelegate_LidarDestroyed OnLidarDestroyed
Definition: LidarManager.h:138
void ResetAverageTime()
Definition: SimpleTimer.h:141

References DestroyTopic(), OnLidarDestroyed, RaycastLidars, ATickManager::RemoveTick(), SimpleTimer::ResetAverageTime(), TickAdded, TickEntry, and TotalAverageTimer.

Referenced by ALidar::EndPlay().

◆ ROSBridgeStateChanged()

void ALidarManager::ROSBridgeStateChanged ( EROSState  RosState)
private

Callback when ROS Bridge state changed. must be marked as UFUNCTION, otherwise binding to event will not work.

Definition at line 288 of file LidarManager.cpp.

289{
290 switch (RosState)
291 {
293 InitTopic();
294 break;
295
297 DestroyTopic();
298 break;
299 }
300}

References Connected, DestroyTopic(), Disconnected, and InitTopic().

◆ SaveCombinedPointcloud()

void ALidarManager::SaveCombinedPointcloud ( const std::vector< FPointData > &  points)
private

Save combined cloud as ply to disk

Definition at line 330 of file LidarManager.cpp.

331{
333 {
334 return;
335 }
336
337 FString Filename = FString::Printf(TEXT("%sCombinedPointcloud_%d.ply"), *FileSavePath, LidarSaves);
338 ++LidarSaves;
339
341}
static void SaveVectorArrayAsPlyAsync(FString FullFileName, const std::vector< FPointData > points)

References FileSavePath, LidarSaves, SaveCombinedCloudToDisk, and UPointcloudUtilities::SaveVectorArrayAsPlyAsync().

Referenced by SimulateLidars().

◆ SendCombinedPointcloud()

void ALidarManager::SendCombinedPointcloud ( const std::vector< FPointData > &  points)
private

Send combined pointcloud to ROS topic

Definition at line 343 of file LidarManager.cpp.

344{
345 TRACE_CPUPROFILER_EVENT_SCOPE(ALidarManager::SendCombinedPointcloud);
346
347 UTopic* Topic = CombinedLidarTopic.Get();
348
350 || !RosInstance
351 || !RosInstance->IsROSConnected()
352 || !Topic
353 || !PointCloudMessage.IsValid())
354 {
355 return;
356 }
357
358 const size_t PointsSize = points.size();
359 const size_t DataSize = PointsSize * sizeof(FPointData);
360
361 PointCloudMessage->width = static_cast<uint32>(PointsSize);
362 PointCloudMessage->row_step = static_cast<uint32>(DataSize);
363 PointCloudMessage->data_ptr = reinterpret_cast<uint8*>(const_cast<FPointData*>(points.data()));
364 Topic->Publish(PointCloudMessage);
365}
void SendCombinedPointcloud(const std::vector< FPointData > &points)

References CombinedLidarTopic, PointCloudMessage, RosInstance, SendCombinedCloudToROS, and SendCombinedPointcloud().

Referenced by SendCombinedPointcloud(), and SimulateLidars().

◆ SetMeasurePerformance()

void ALidarManager::SetMeasurePerformance ( bool  bMeasurePerformance)

Set boolean whether to measure Lidar performance (logs milliseconds to console)

Parameters
bMeasurePerformanceboolean to toggle performance measurement

Definition at line 206 of file LidarManager.cpp.

207{
208 MeasurePerformance = bMeasurePerformance;
209}
bool MeasurePerformance
Definition: LidarManager.h:147

References MeasurePerformance.

◆ SetSaveCombinedCloudToDisk()

void ALidarManager::SetSaveCombinedCloudToDisk ( bool  bSaveCombinedCloud)

Set boolean whether to save combined cloud to disk

Parameters
bSaveCombinedCloudboolean to set saving to disk

Definition at line 211 of file LidarManager.cpp.

212{
213 SaveCombinedCloudToDisk = bSaveCombinedCloud;
214}

References SaveCombinedCloudToDisk.

Referenced by UROSCommands::HandleSetSaveCombinedPointcloudToDisk().

◆ SetSendCombinedCloud()

void ALidarManager::SetSendCombinedCloud ( bool  bSaveCombinedCloud)

Set boolean whether to send combined cloud to ROS

Parameters
bSaveCombinedCloudboolean to set sending data to ROS

Definition at line 216 of file LidarManager.cpp.

217{
218 SendCombinedCloudToROS = bSaveCombinedCloud;
220 {
221 InitTopic();
222 }
223
224#if WITH_EDITOR
225 UE_LOG(LogTemp, Warning, TEXT("LidarManager.cpp: Saving combined Lidar pointcloud to disk: %s"), (SendCombinedCloudToROS ? TEXT("true") : TEXT("false")));
226#endif
227}

References InitTopic(), and SendCombinedCloudToROS.

◆ SetSimulateLidars()

void ALidarManager::SetSimulateLidars ( bool  bSimulateLidars)

Set boolean whether Lidar sensors be simulated

Parameters
bSimulateLidarsboolean to set simulating Lidars on/off

Definition at line 201 of file LidarManager.cpp.

202{
203 CanSimulateLidars = bSimulateLidars;
204}
bool CanSimulateLidars
Definition: LidarManager.h:213

References CanSimulateLidars.

◆ SimulateLidars()

void ALidarManager::SimulateLidars ( const float  DeltaTime)
private

Simulate all Lidar sensors

Parameters
DeltaTimecurrent DeltaTime

Definition at line 112 of file LidarManager.cpp.

113{
114 TRACE_CPUPROFILER_EVENT_SCOPE(ALidarManager::SimulateLidars);
115
116 const int32 LidarCount = RaycastLidars.size();
117
118 if (LidarCount == 0 || !CanSimulateLidars)
119 {
120 return;
121 }
122
123 std::vector<FPointData> FlattenedPoints;
124
125 if (LidarCount == 1)
126 {
127 // If we only have one lidar sensor,
128 // we can skip ParallelFor and 2D to 1D std::vector conversion overhead completely
129 ALidar* lidar = RaycastLidars[0];
130 if (lidar)
131 {
132#ifdef ParallelLineTraceSingleByChannel_EXISTS
133 // ParallelLineTraceSingleByChannel_EXISTS Defined and implemented in AGRARSENSE Unreal Engine fork
134 // Lock physics scene while linetracing.
135 auto PhysicsLock = FPhysicsObjectExternalInterface::LockRead(GetWorld()->GetPhysicsScene());
136 {
137#endif
138 FlattenedPoints = lidar->SimulateRaycastLidar(DeltaTime);
139
140#ifdef ParallelLineTraceSingleByChannel_EXISTS
141 }
142 PhysicsLock.Release();
143#endif
144 }
145 }
146 else
147 {
148 // Else we have multiple Lidar sensors,
149 // Simulate all of them in parallel
150 std::vector<std::vector<FPointData>> points(LidarCount);
151
152#ifdef ParallelLineTraceSingleByChannel_EXISTS
153 // ParallelLineTraceSingleByChannel_EXISTS Defined and implemented in AGRARSENSE Unreal Engine fork
154 // Lock physics scene while linetracing.
155 auto PhysicsLock = FPhysicsObjectExternalInterface::LockRead(GetWorld()->GetPhysicsScene());
156 {
157#endif
158 ParallelFor(LidarCount, [&](int32 lidarIndex)
159 {
160 ALidar* lidar = RaycastLidars[lidarIndex];
161 if (lidar)
162 {
163 points[lidarIndex] = lidar->SimulateRaycastLidar(DeltaTime);
164 }
165 }, EParallelForFlags::Unbalanced);
166
167#ifdef ParallelLineTraceSingleByChannel_EXISTS
168 }
169 PhysicsLock.Release();
170#endif
172 {
173 int32 TotalSize = 0;
174 for (const std::vector<FPointData>& vec : points)
175 {
176 TotalSize += vec.size();
177 }
178
179 if (TotalSize != 0)
180 {
181 FlattenedPoints.reserve(TotalSize);
182 for (std::vector<FPointData>& vec : points)
183 {
184 FlattenedPoints.insert(FlattenedPoints.end(), std::make_move_iterator(vec.begin()), std::make_move_iterator(vec.end()));
185 }
186 }
187 }
188 }
189
190 if (!FlattenedPoints.empty())
191 {
193 {
194 SaveCombinedPointcloud(FlattenedPoints);
195 }
196
197 SendCombinedPointcloud(FlattenedPoints);
198 }
199}
void SaveCombinedPointcloud(const std::vector< FPointData > &points)
void SimulateLidars(const float DeltaTime)
std::vector< FPointData > SimulateRaycastLidar(const float DeltaTime)
Definition: Lidar.cpp:247

References CanSimulateLidars, RaycastLidars, SaveCombinedCloudToDisk, SaveCombinedPointcloud(), SendCombinedCloudToROS, SendCombinedPointcloud(), SimulateLidars(), and ALidar::SimulateRaycastLidar().

Referenced by SimulateLidars(), and TickParallel().

◆ TickParallel()

void ALidarManager::TickParallel ( float  DeltaTime)
private

Definition at line 92 of file LidarManager.cpp.

93{
94#ifdef WITH_EDITOR
96 {
98 }
99#endif
100
101 SimulateLidars(DeltaTime);
102
103#ifdef WITH_EDITOR
105 {
106 double ms = TotalAverageTimer->PrintAverageTime();
107 TimeInMilliseconds = FMath::RoundToFloat(ms * 100.0f) / 100.0f;
108 }
109#endif
110}
float TimeInMilliseconds
Definition: LidarManager.h:150
double PrintAverageTime(FString prefix="Average execution time ", FString suffix=" milliseconds", bool printToScreen=false)
Definition: SimpleTimer.h:123
void TakeTimeStamp()
Definition: SimpleTimer.h:76

References MeasurePerformance, SimpleTimer::PrintAverageTime(), SimulateLidars(), SimpleTimer::TakeTimeStamp(), TimeInMilliseconds, and TotalAverageTimer.

Referenced by AddRaycastLidar().

◆ UPROPERTY()

ALidarManager::UPROPERTY ( BlueprintReadOnly  )

Member Data Documentation

◆ CanSimulateLidars

bool ALidarManager::CanSimulateLidars = true
private

Definition at line 213 of file LidarManager.h.

Referenced by SetSimulateLidars(), and SimulateLidars().

◆ CombinedLidarTopic

TWeakObjectPtr<UTopic> ALidarManager::CombinedLidarTopic
private

Definition at line 207 of file LidarManager.h.

Referenced by DestroyTopic(), InitTopic(), and SendCombinedPointcloud().

◆ FileSavePath

FString ALidarManager::FileSavePath
private

Definition at line 215 of file LidarManager.h.

Referenced by BeginPlay(), and SaveCombinedPointcloud().

◆ LidarSaves

int32 ALidarManager::LidarSaves = 0
private

Definition at line 217 of file LidarManager.h.

Referenced by SaveCombinedPointcloud().

◆ MeasurePerformance

bool ALidarManager::MeasurePerformance = false

Definition at line 147 of file LidarManager.h.

Referenced by SetMeasurePerformance(), and TickParallel().

◆ OnLidarDestroyed

FLidarDelegate_LidarDestroyed ALidarManager::OnLidarDestroyed

On Lidar sensor destroyed event. BlueprintAssignable.

Returns
int Lidar sensor count

Definition at line 138 of file LidarManager.h.

Referenced by RemoveRaycastLidar().

◆ OnLidarSpawned

FLidarDelegate_LidarSpawned ALidarManager::OnLidarSpawned

On Lidar sensor spawned event. BlueprintAssignable.

Returns
ALidar Lidar class pointer

Definition at line 131 of file LidarManager.h.

Referenced by AddRaycastLidar().

◆ PointCloudMessage

TSharedPtr<ROSMessages::sensor_msgs::PointCloud2> ALidarManager::PointCloudMessage
private

Definition at line 209 of file LidarManager.h.

Referenced by BeginPlay(), EndPlay(), and SendCombinedPointcloud().

◆ RaycastLidars

std::vector<ALidar*> ALidarManager::RaycastLidars
private

Container that holds references to Lidar sensors

Definition at line 201 of file LidarManager.h.

Referenced by AddRaycastLidar(), EndPlay(), RemoveRaycastLidar(), and SimulateLidars().

◆ RosInstance

UROSIntegrationGameInstance* ALidarManager::RosInstance = nullptr
private

Definition at line 204 of file LidarManager.h.

Referenced by BeginPlay(), EndPlay(), InitTopic(), and SendCombinedPointcloud().

◆ SaveCombinedCloudToDisk

bool ALidarManager::SaveCombinedCloudToDisk = false

◆ SendCombinedCloudToROS

bool ALidarManager::SendCombinedCloudToROS = true

◆ TickAdded

bool ALidarManager::TickAdded = false
private

Definition at line 162 of file LidarManager.h.

Referenced by AddRaycastLidar(), EndPlay(), and RemoveRaycastLidar().

◆ TickEntry

FTickEntry ALidarManager::TickEntry
private

Definition at line 160 of file LidarManager.h.

Referenced by AddRaycastLidar(), EndPlay(), and RemoveRaycastLidar().

◆ TimeInMilliseconds

float ALidarManager::TimeInMilliseconds

Definition at line 150 of file LidarManager.h.

Referenced by TickParallel().

◆ TotalAverageTimer

SimpleTimer* ALidarManager::TotalAverageTimer = nullptr
private

Definition at line 211 of file LidarManager.h.

Referenced by BeginPlay(), EndPlay(), RemoveRaycastLidar(), and TickParallel().


The documentation for this class was generated from the following files: