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Sharwin24 2025-01-09 11:25:12 -06:00
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---
title: "Autonomous Ground Vehicle Motion Planning"
date: 2025-01-05T09:00:00+00:00
description: Introduction to Sample Post
hero: images/hsky_24.jpg
author:
image: /images/sharwin_portrait.jpg
menu:
sidebar:
name: AGV Motion Planning
identifier: agv-hsky
weight: 6
tags: ["Basic", "Multi-lingual"]
categories: ["Basic"]
---

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## Computer Vision
The Intel Realsense camera has a ROS package `realsense` that enables the camera to publish depth and color images.
In order to identify april tags, we used the `apriltag_ros` package which subscribes to the camera images and publishes the detected tags which each
have a unique ID. The tags were used to locate the positions of objects in the scene as well as localize the camera frame from the robot's base frame.
## Robot Arm Control
The Franka Emika Panda Robot Arm has a ROS package `franka_ros` which allows us to control the robot arm using the Moveit API. The Moveit API offers services and action servers to faciliate trajectory planning, end-effector operation, and motion profiling. On top of the Moveit API, we developed our own Motion Planner that offers higher level tasks such as pose-to-pose motions, end-effector operations, and cartesian path planning.

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summary: A 3D-printed robot arm kit for educational purposes. Coupled with a software package intended for students with little to no experience coding to use.
tags: ["3D Printing", "Arduino", "C++"]
- name: AGV Odometry & Motion Planning
image: /images/pure-pursuit.png
role: "VEXU Team HSKY"
timeline: "Sept 2022 - Dec 2022"
url: "/posts/agv-hsky/"
repo: https://github.com/Sharwin24/HSKY
summary: Implemented Odometry from scratch in C++ for spline motions
tags: ["C++", "Multi-threading", "Spline Interpolation"]
# - name: AGV Odometry & Motion Planning
# image: /images/pure-pursuit.png
# role: "VEXU Team HSKY"
# timeline: "Sept 2022 - Dec 2022"
# url: "/posts/agv-hsky/"
# repo: https://github.com/Sharwin24/HSKY
# summary: Implemented Odometry from scratch in C++ for spline motions
# tags: ["C++", "Multi-threading", "Spline Interpolation"]
- name: SLAM Simulation
image: /images/slam_simulation.jpg
@ -84,15 +84,6 @@ projects:
summary: A simulation of a robot navigating an environment using SLAM with frontier exploration.
tags: ["Python", "ROS", "Gazebo", "Nav2"]
- name: Autonomous Drone Swarm Simulation
image: /images/robotech_sim.gif
role: "RoboTech 2022 Hackathon Project"
timeline: "April 2022"
url: "/posts/robo-tech/"
repo: https://github.com/Sharwin24/RoboTech
summary: A simulation of a swarm of drones cleaning algal blooms in a lake using RRT and A* path planning.
tags: ["Python", "RRT", "A*"]
- name: Robot Pen Thief
image: /images/pincherx100_calibration.gif
role: "Personal Project"
@ -102,6 +93,15 @@ projects:
summary: Combining a PincherX 100 robot arm with an Intel Realsense to identify and grab pens.
tags: ["Python", "ROS", "Intel Realsense"]
- name: Autonomous Drone Swarm Simulation
image: /images/robotech_sim.gif
role: "RoboTech 2022 Hackathon Project"
timeline: "April 2022"
url: "/posts/robo-tech/"
repo: https://github.com/Sharwin24/RoboTech
summary: A simulation of a swarm of drones cleaning algal blooms in a lake using RRT and A* path planning.
tags: ["Python", "RRT", "A*"]
- name: Napkin.ai Code Assistant
role: "Hack@Brown 2024 Project"
timeline: "Feb 2024"