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18158911357's Projects

bevlshaper icon bevlshaper

Algorithm for bird's-eye-view L-shape fitting in 3D LIDAR point clouds from traffic scenarios

bevlshaper-1 icon bevlshaper-1

Algorithm for bird's-eye-view L-shape fitting in 3D LIDAR point clouds from traffic scenarios

complexurbanh3ds icon complexurbanh3ds

To make virtual horizontal 3D scans (so H3DS) from the original Complex Urbans Dataset's point cloud, which was made from 2D push-broom lidars.

ekf_fusion icon ekf_fusion

Using an Extended Kalman Filter to calculate a UAV's pose from IMU and GPS data.

fairmotvehicle icon fairmotvehicle

A fork of FairMOT used to do vehicle MOT.用于跟踪车辆的多目标跟踪, 自定义数据进行单类别多目标实时跟踪

frenet_frame icon frenet_frame

Uses a LIDAR, IMU, GPS. Implemented and tested a planner based on frenet frame. Credits to atsushi sakai for the implementation of the frenet frame planner.

gnss-ins-sim icon gnss-ins-sim

Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation

gps-imu-tracking icon gps-imu-tracking

Estimate the position and velocity of a vihecle at every time using GPS and IMU

gps_milemeter_imu_ekflocation icon gps_milemeter_imu_ekflocation

采用gps、里程计和电子罗盘作为定位传感器,EKF作为多传感器的融合算法,最终输出目标的滤波位置

gtsam_fusion icon gtsam_fusion

Estimates pose, velocity, and accelerometer / gyroscope biases by fusing GPS position and/or 6DOF pose with IMU data. The fusion is done using GTSAM's sparse nonlinear incremental optimization (ISAM2). The ROS (rospy) node is implemented using GTSAM's python3 inteface.

imu_gps_kfmix icon imu_gps_kfmix

使用卡尔曼融合GPS数据和加速度数据,一方面提升定位输出速率,一方面可以再GPS信号不好时通过IMU惯导辅助纠正路线,加速度数据已经转为惯导坐标系下,并做了滤波矫正处理

indirect_ekf_imu_gps icon indirect_ekf_imu_gps

基于间接卡尔曼滤波的IMU与GPS融合MATLAB仿真(IMU与GPS数据由仿真生成)

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