讲解关于slam一系列文章汇总链接:史上最全slam从零开始,针对于本栏目讲解的(02)Cartographer源码无死角解析链接如下: (02)Cartographer源码无死角解析-(00)目录_最新无死角讲解:https://mp.csdn.net/mp_blog/creation/success/127350885 文末正下方中心提供了本人 联系方式, 点击本人照片即可显示 W X → 官方认证 {\color{blue}{文末正下方中心}提供了本人 \color{red} 联系方式,\color{blue}点击本人照片即可显示WX→官方认证} 文末正下方中心提供了本人联系方式,点击本人照片即可显示WX→官方认证 本专栏适合自动驾驶、服务/仓储/扫地机器人等领域的工程师、在读学生、教师等。史上最新最全Cartographer讲解,不漏任何一个细节推理,无死角的公式推导与源码解析,并讲解算法落地的工程实践技巧,代码改进方向等,快速上手做项目 关于 C a r t o g r a p h e r \color{red}{Cartographer} Cartographer 对应的一系列章节,如下所示:
(00)(02)Cartographer源码无死角解析-(00)目录_最新无死角讲解:https://mp.csdn.net/mp_blog/creation/success/127350885
(01)(02)Cartographer源码无死角解析-(01) 环境搭建,demo运行,ROS一键安装_清除各种疑难杂症:https://blog.csdn.net/weixin_43013761/article/details/127354399
(02)(02)Cartographer源码无死角解析-(02) ROS基础讲解→记录编译过程及常用指令:ttps://blog.csdn.net/weixin_43013761/article/details/127439506
(03)(02)Cartographer源码无死角解析-(03) 新数据运行与地图保存、加载地图启动仅定位模式:https://blog.csdn.net/weixin_43013761/article/details/127460705
(04)(02)Cartographer源码无死角解析-(04) 熟悉bag文件,配置.launch与.lua文件,初步调参:https://blog.csdn.net/weixin_43013761/article/details/127473228
(05)(02)Cartographer源码无死角解析-(05) 程序运行常见错误与解决→模拟错误:https://blog.csdn.net/weixin_43013761/article/details/127491604
(06)(02)Cartographer源码无死角解析-(06) 参数详解与备注→调参查阅使用:https://blog.csdn.net/weixin_43013761/article/details/127500893
待写…
(09)(02)Cartographer源码无死角解析-(09) gflags与glog简介、及其main函数讲解:https://blog.csdn.net/weixin_43013761/article/details/127567012
(10)(02)Cartographer源码无死角解析-(10) 配置文件加载1→主体框架分析LoadOptions():https://blog.csdn.net/weixin_43013761/article/details/127602558
(11)(02)Cartographer源码无死角解析-(11) 配置文件加载2→LuaParameterDictionary使用:https://blog.csdn.net/weixin_43013761/article/details/127615050
(12)(02)Cartographer源码无死角解析-(12) Node类初探→构造函数与开始轨迹:https://blog.csdn.net/weixin_43013761/article/details/127627749
(13)(02)Cartographer源码无死角解析-(13) Node::AddTrajectory()→位姿估算器与采样器:https://blog.csdn.net/weixin_43013761/article/details/127638039
(14)(02)Cartographer源码无死角解析-(14) Node::AddTrajectory()→订阅话题与注册回调函数:https://blog.csdn.net/weixin_43013761/article/details/127655696
(15)(02)Cartographer源码无死角解析-(15) Node::AddTrajectory()→回调函数之数据流向分析:https://blog.csdn.net/weixin_43013761/article/details/127686479
(16)(02)Cartographer源码无死角解析-(16) SensorBridge→Rigid3(刚体变换):https://blog.csdn.net/weixin_43013761/article/details/127695776
(17)(02)Cartographer源码无死角解析-(17) SensorBridge→里程计数据处理与TfBridge分::https://blog.csdn.net/weixin_43013761/article/details/127764090
(18)(02)Cartographer源码无死角解析-(18) SensorBridge→landmark与Imu的数据处理:https://blog.csdn.net/weixin_43013761/article/details/127793195
(19)(02)Cartographer源码无死角解析-(19) SensorBridge→雷达点云数据帧处理与坐标系变换(涉及函数重载:https://blog.csdn.net/weixin_43013761/article/details/127841694)
(20)(02)Cartographer源码无死角解析-(20) MapBuilder→MapBuilder()构造函数:https://blog.csdn.net/weixin_43013761/article/details/127866586
(21)(02)Cartographer源码无死角解析-(21) MapBuilder→AddTrajectoryBuilder():https://blog.csdn.net/weixin_43013761/article/details/127881494
(22)(02)Cartographer源码无死角解析-(22) 传感器数据分发→CollatedTrajectoryBuilder:https://blog.csdn.net/weixin_43013761/article/details/127898355
(23)(02)Cartographer源码无死角解析-(23) 传感器数据类型自动推断与数据利用率计算:https://blog.csdn.net/weixin_43013761/article/details/127928139
(24)(02)Cartographer源码无死角解析-(24) Collator类与数据队列OrderedMultiQueue简介:https://blog.csdn.net/weixin_43013761/article/details/127934503
(25)(02)Cartographer源码无死角解析-(25) 阻塞队列BlockingQueue,与OrderedMultiQueue成员函数:https://blog.csdn.net/weixin_43013761/article/details/127948693
(26)(02)Cartographer源码无死角解析-(26) OrderedMultiQueue::Dispatch()→数据排序分发:https://blog.csdn.net/weixin_43013761/article/details/127956898
(27)(02)Cartographer源码无死角解析-(27) 数据订阅、变换、排序、转发→总体复盘:https://blog.csdn.net/weixin_43013761/article/details/127963573
(29)(02)Cartographer源码无死角解析-(29) LocalTrajectoryBuilder2D::AddRangeData()→多雷达数据时间同步:https://blog.csdn.net/weixin_43013761/article/details/128000895
(30)(02)Cartographer源码无死角解析-(30) LocalTrajectoryBuilder2D::AddRangeData()→激光雷达运动畸变较正:https://blog.csdn.net/weixin_43013761/article/details/128017842
(31)(02)Cartographer源码无死角解析-(31) LocalTrajectoryBuilder2D::AddRangeData()→点云数据重力对齐,Z轴过滤:https://blog.csdn.net/weixin_43013761/article/details/128094782
(32)(02)Cartographer源码无死角解析-(32) LocalTrajectoryBuilder2D::AddRangeData()→点云的体素滤波:https://blog.csdn.net/weixin_43013761/article/details/128119518
(33)(02)Cartographer源码无死角解析-(33) LocalTrajectoryBuilder2D: 点云数据流向、处理、消息发布等→流程复盘:https://blog.csdn.net/weixin_43013761/article/details/128185173
(34)(02)Cartographer源码无死角解析-(34) LocalTrajectoryBuilder3D→3D点云数据处理,大致流程梳理:https://blog.csdn.net/weixin_43013761/article/details/128225575
(35)(02)Cartographer源码无死角解析-(35) PoseExtrapolator→接口解剖,学会框架分析与架构设计:https://blog.csdn.net/weixin_43013761/article/details/128247107
(36)(02)Cartographer源码无死角解析-(36) PoseExtrapolator→AddImuData()、AddOdometryData():https://blog.csdn.net/weixin_43013761/article/details/128262616
(37)(02)Cartographer源码无死角解析-(37) PoseExtrapolator→AddPose()、旋转向量(求导)变换成角速度:https://blog.csdn.net/weixin_43013761/article/details/128276382
(38)(02)Cartographer源码无死角解析-(38) PoseExtrapolator→AdvanceImuTracker()、ImuTracker姿态推断:https://blog.csdn.net/weixin_43013761/article/details/128330537
(39)(02)Cartographer源码无死角解析-(39) PoseExtrapolator→ExtrapolatePose()、ExtrapolatePosesWithGravity() 等成员函数:https://blog.csdn.net/weixin_43013761/article/details/128362436
(40)(02)Cartographer源码无死角解析-(40) PoseExtrapolator→整体框架复盘,作用与目的讲解:https://blog.csdn.net/weixin_43013761/article/details/128374405
(41)(02)Cartographer源码无死角解析-(41) 2D栅格地图→ActiveSubmaps2D:https://blog.csdn.net/weixin_43013761/article/details/128434845
(42)(02)Cartographer源码无死角解析-(42) 2D栅格地图→Submap、Submap2D、MapLimits:https://blog.csdn.net/weixin_43013761/article/details/128467793
(43)(02)Cartographer源码无死角解析-(43) 2D栅格地图→ValueConversionTables、Grid2D :https://blog.csdn.net/weixin_43013761/article/details/128512390
(44)(02)Cartographer源码无死角解析-(44) 2D栅格地图→ProbabilityGrid 与 ProbabilityToLogOddsInteger():https://blog.csdn.net/weixin_43013761/article/details/128522404
(45)(02)Cartographer源码无死角解析-(45) 2D栅格地图→ProbabilityGridRangeDataInserter2D:https://blog.csdn.net/weixin_43013761/article/details/128536113
(46)(02)Cartographer源码无死角解析-(46) 2D栅格地图→RayToPixelMask()与贝汉明(Bresenham)算法:https://blog.csdn.net/weixin_43013761/article/details/128558310
(47)(02)Cartographer源码无死角解析-(47) 2D栅格地图→总体流程梳理与总结,及核心关键CastRays()讲解:https://blog.csdn.net/weixin_43013761/article/details/128589927
(48)(02)Cartographer源码无死角解析-(48) 2D点云扫描匹配→扫描匹配基本原理讲解,代码总体框架梳理AddAccumulatedRangeData():https://blog.csdn.net/weixin_43013761/article/details/128632005
(49)(02)Cartographer源码无死角解析-(49) 2D点云扫描匹配→相关性暴力匹配1:SearchParameters:https://blog.csdn.net/weixin_43013761/article/details/128646738
(50)(02)Cartographer源码无死角解析-(50) 2D点云扫描匹配→相关性暴力匹配2:RealTimeCorrelativeScanMatcher2D:https://blog.csdn.net/weixin_43013761/article/details/128661125
(51)(02)Cartographer源码无死角解析-(51) 2D点云扫描匹配→ceres扫描匹配:CeresScanMatcher2D→平移旋转残差:https://blog.csdn.net/weixin_43013761/article/details/128678645
(52)(02)Cartographer源码无死角解析-(52) 2D点云扫描匹配→ceres扫描匹配:CeresScanMatcher2D→栅格地图残差:https://blog.csdn.net/weixin_43013761/article/details/128797110
(53)(02)Cartographer源码无死角解析-(53) 2D后端优化→位姿图优化理论(SPA)讲解、核型函数调用流程:https://blog.csdn.net/weixin_43013761/article/details/128833046
(54)(02)Cartographer源码无死角解析-(54) 2D后端优化→PoseGraphInterface、PoseGraph、PoseGraph2D::AddNode():https://blog.csdn.net/weixin_43013761/article/details/128868368
(55)(02)Cartographer源码无死角解析-(55) 2D后端优化→ComputeLocalToGlobalTransform(),TrajectoryNode:https://blog.csdn.net/weixin_43013761/article/details/129005491
(56)(02)Cartographer源码无死角解析-(56) 2D后端优化→class MapById、ConstIterator、ConstTrajectoryIterator:https://blog.csdn.net/weixin_43013761/article/details/129122511
(57)(02)Cartographer源码无死角解析-(57) 2D后端优化→MapById::lower_bound()、PoseGraphData、TrajectoryConnectivityState:https://blog.csdn.net/weixin_43013761/article/details/129165874
(58)(02)Cartographer源码无死角解析-(58) 2D后端优化→ PoseGraph2D::AddNode()、PoseGraph2D::AppendNode():https://blog.csdn.net/weixin_43013761/article/details/129300188
(59)(02)Cartographer源码无死角解析-(59) 2D后端优化→ 线程池: DrainWorkQueue()、AddWorkItem():https://blog.csdn.net/weixin_43013761/article/details/129318651
(60)(02)Cartographer源码无死角解析-(60) 2D后端优化→ 线程池 Task 与 ThreadPool:https://blog.csdn.net/weixin_43013761/article/details/129385753
(61)(02)Cartographer源码无死角解析-(61) 2D后端优化→ComputeConstraintsForNode() 与 什么是约束-白话篇:https://blog.csdn.net/weixin_43013761/article/details/130723891
(62)(02)Cartographer源码无死角解析-(62) 2D后端优化→InitializeGlobalSubmapPoses()子图全局位姿的来龙去脉:https://blog.csdn.net/weixin_43013761/article/details/131441945
(63)(02)Cartographer源码无死角解析-(63) 2D后端优化→PoseGraph2D::ComputeConstraint()计算约束:https://blog.csdn.net/weixin_43013761/article/details/131449149
(64)(02)Cartographer源码无死角解析-(64) 2D后端优化→ConstraintBuilder2D、MaybeAddConstraint、MaybeAddGlobalConstraint:https://blog.csdn.net/weixin_43013761/article/details/131474065
(65)(02)Cartographer源码无死角解析-(65) 2D后端优化→DispatchScanMatcherConstruction()、ComputeConstraint():https://blog.csdn.net/weixin_43013761/article/details/131474130
(66)(02)Cartographer源码无死角解析-(66) 2D后端优化→PrecomputationGridStack2D、SlidingWindowMaximum -构建多分辨率地图:https://blog.csdn.net/weixin_43013761/article/details/131480496
(67)(02)Cartographer源码无死角解析-(67) 2D后端优化→FastCorrelativeScanMatcher2D -分支定界算法(BranchAndBound)1:https://blog.csdn.net/weixin_43013761/article/details/131493109
(68)(02)Cartographer源码无死角解析-(68) 2D后端优化→FastCorrelativeScanMatcher2D -分支定界算法(BranchAndBound)2:https://blog.csdn.net/weixin_43013761/article/details/131499611
(69)(02)Cartographer源码无死角解析-(69) 2D后端优化→线程池深入追踪、问题、困惑梳理,知识点小结:https://blog.csdn.net/weixin_43013761/article/details/131502366
(70)(02)Cartographer源码无死角解析-(70) 2D后端优化→PoseGraph2D::RunOptimization()、OptimizationProblem2D初探,数据添加:https://blog.csdn.net/weixin_43013761/article/details/131506737
(71)(02)Cartographer源码无死角解析-(71) 2D后端优化→OptimizationProblem2D::Solve() - 优化准备工作,参数块:https://blog.csdn.net/weixin_43013761/article/details/131514394
(72)(02)Cartographer源码无死角解析-(72) 2D后端优化→OptimizationProblem2D-约束残差、landmark残差:https://blog.csdn.net/weixin_43013761/article/details/131522938
(73)(02)Cartographer源码无死角解析-(73) 2D后端优化→OptimizationProblem2D-landmark残差细节分析:https://blog.csdn.net/weixin_43013761/article/details/131528412
(74)(02)Cartographer源码无死角解析-(74) 2D后端优化→OptimizationProblem2D-里程计、local位姿、GPU残差:https://blog.csdn.net/weixin_43013761/article/details/131532379
(75)(02)Cartographer源码无死角解析-(75) 2D后端优化→整体复盘,理解后端优化核心:https://blog.csdn.net/weixin_43013761/article/details/131540711
(76)(02)Cartographer源码无死角解析-(76) ROS数据发布→3D点云地图、子图位姿、Landmark:https://blog.csdn.net/weixin_43013761/article/details/131546943
(77)(02)Cartographer源码无死角解析-(77) ROS数据发布→2D点云数据、tf、机器人tracking frame轨迹发布:https://blog.csdn.net/weixin_43013761/article/details/131563565
(78)(02)Cartographer源码无死角解析-(78) ROS数据发布→子图内、子图间、约束与残差发布:https://blog.csdn.net/weixin_43013761/article/details/131570829
(79)(02)Cartographer源码无死角解析-(79) ROS服务→子图压缩与服务发送:https://blog.csdn.net/weixin_43013761/article/details/131577549
(80)(02)Cartographer源码无死角解析-(80) 核心要点→local坐标系、子图坐标系、切片坐标系、地图坐标系等相转换与联系:https://blog.csdn.net/weixin_43013761/article/details/131619937
(81)(02)Cartographer源码无死角解析-(81) ROS栅格地图→服务接收子图、cairo图像绘详解、OccupancyGrid地图发布:https://blog.csdn.net/weixin_43013761/article/details/131598626