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Nkh's Projects

als_ros icon als_ros

An advanced localization system for ROS use.

autonavi icon autonavi

ROS-based autonomous navigation tools for mobile robots with 2D LiDAR

autonomous_stretcher icon autonomous_stretcher

A stretcher for hospitals or enclosure closed to remotely send a stretcher from point A to point B. Based on ROS and simulated on Gazebo.

awesome-lidar icon awesome-lidar

😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.

drl-robot-navigation icon drl-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

extended-kalman-filters icon extended-kalman-filters

Using Extended Kalman Filters to predict and measure the object location in 2D from Radar and Lidar.

far_planner icon far_planner

Fast, Attemptable Route Planner for Navigation in Known and Unknown Environments

followbot icon followbot

A gazebo simulation platform where the automated guided vehicle (AGV) follows the green tape strip laid on the floor.

human_aware_navigation icon human_aware_navigation

The human_aware_navigation repository includes ROS packages to enable the planning of navigation paths that take human comfort into account

indoor-positioning-and-navigation-using-reinforcement-learning icon indoor-positioning-and-navigation-using-reinforcement-learning

This project is used to solve the problem of indoor positioning. As gps does not work indoor, This project was tested for accuracy upto 15cm for indoor 2d positioning. The positioning this passed to a AI Model which navigates the vehicle to required position using Reinforcement Learning

intelligent-vehicle icon intelligent-vehicle

Self-positioning, Manual moving, Navigation, Dynamic obstacle avoidance, Tracking lines, Fire-fighting

iros20_nmfnet icon iros20_nmfnet

Code for our IROS 20 paper "Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network"

landmark_detection_deep_learning icon landmark_detection_deep_learning

A deep learning approach has been developed to detect trunk as static landmarks. This package provides different modules for creating data-set, training the deep naural network, and detecting the turnks. These modules has been developed using ROS and Tensorflow.

laser_lines icon laser_lines

line detection in laser data as reference frame for ROS

laser_scan_matcher icon laser_scan_matcher

An incremental laser scan matcher, using PLICP (point-to-line iterative closest point) scan matching algorithm.

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