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Hi there 👋 I'm Linxuan(Lucien) Jia

👋 Hi, I’m Linxuan Jia, I’m currently a graduate student at University of Pennsylvania, my current major is MEAM (Mechanical Engineering and Applied Mechanics) and my concentration is Mechatronic and Robotic Systems.

💫 I’m a creative person, I love design and create things no matter it is a concrete product like a robot or an abstracted concept like an algorithm, which gives me huge sense of accomplishment.

📕 My research and project interests lie in automation and intelligence for all kinds of mechatronic products and robots, such as self-driving cars, multi-degree-of-freedom robotic arms, mobile robotic platforms and so on. I enjoy designing mechanical structures, electronic circuits, and developing perceptual, planning and control algorithms for such products. At the same time, I'm also learning to develop easier human-computer interactions for these products, including digital twins, hardware-based remote controls, and more user-friendly interfaces.

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Linxuan Jia's Projects

airplane-traffic-control-atc-problem icon airplane-traffic-control-atc-problem

This repo uses a simulated annealing algorithm to solve an abstract Airplane traffic control (ATC) Problem, which is essentially a multi-intelligence optimization problem.

autonomous-quadrotor-navigation-system-aqns- icon autonomous-quadrotor-navigation-system-aqns-

This project aims to develop an autonomous quadrotor system capable of navigating unknown environments through path planning, trajectory optimization, control, and state estimation. By integrating various algorithms and techniques, the project successfully achieves autonomous flight in complex environments.

cpp-learning icon cpp-learning

Simple C++ Projects during systematically self-learning

ema-vfi icon ema-vfi

[CVPR 2023] Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolatio

environmental-awareness---v2x icon environmental-awareness---v2x

Relevant knowledge of computer vision and digital image processing: including various filters, frequency domain filtering, shape detection based on Hough transform, multiple image stitching methods, etc.

f1tenth-final-race-agent-and-toolbox icon f1tenth-final-race-agent-and-toolbox

This repo contains an agent for the F1tenth head-to-head final race, which can track an optimal trajectory and overtake the opponent automatically, and a toolbox which contains an opponent-agent which is a ros2 node called opp_agent, and a trajectory generator called traj_killer.

f1tenth-racing icon f1tenth-racing

Archived all the algorithms implemented for autonomous racing with a F1Tenth-Racing-Car.

find_safe_restaurant icon find_safe_restaurant

SafeEats provides a valuable service to users by combining food safety and area safety information, helping them make informed dining choices. This website is developed by React.js, Node.js and MySQL. The application utilizes a database hosted on AWS, which offers scalable and reliable data storage.

frictionestimation icon frictionestimation

A Tire-Road Friction Coefficient estimation method based on camera-informing and dynamic analysis. This repo is the camera-based informing module, which is implemented with a classification backbone neural network and a dynamic stream clustering.

gitignore icon gitignore

A collection of useful .gitignore templates

hydrafusion icon hydrafusion

Model code for our paper titled "HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception"

naomi icon naomi

article:https://www.sciencedirect.com/science/article/pii/S0165027021001084

nn-trees icon nn-trees

Python implementation of Binary Search Tree, kd-tree for tree building, kNN search, fixed-radius search.

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

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