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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Building a Robust WiFi Relay with Wireless Router
Published:
This dev note summarizes how I configured a wireless relay system using the Teltonika RUT951 wireless router to support robot swarm communication via network and two types of RTK GPS correction workflows:
Disk Configuration for Jetson Orin (JetPack 6.2)
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When deploying Jetson Orin–based robotic systems with JetPack 6.2, storage configuration often requires additional manual setup beyond a standard Ubuntu installation. In practice, systems commonly rely on both portable SSDs for data transfer and NVMe M.2 SSDs for high-throughput data logging and long-term storage. This note records a minimal and reproducible disk configuration workflow for Jetson Orin, focusing on enabling exFAT support for removable drives and configuring persistent mounts for NVMe SSDs in a robotics deployment context.
NTRIP and Local NTRIP via eduroam
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High-precision GNSS positioning in robotic systems often relies on RTK corrections delivered through NTRIP. In many academic or campus environments, however, dedicated cellular modems or open local networks are not always available, and the only stable wireless infrastructure may be an enterprise Wi-Fi network such as eduroam. This post documents a practical workflow for running both standard NTRIP and local NTRIP over eduroam using Emlid Reach GNSS receivers. The focus is on non-GUI devices, authentication constraints imposed by enterprise Wi-Fi, and the configuration details required to make base and rover communication work reliably in real deployments. The goal is to provide a reproducible reference for robotics and swarm navigation setups that operate within university-managed networks.
How to use Nav2 GPS Waypoint Follower with ROS2 Humble
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For those who is interested in using Nav2 for GPS based navigation, this is a good official tutorial. However, if you are using ROS2 Humble with Ubuntu 22.04, the GitHub repo for Humble cannot be used for the GPS Waypoint Follower Demo because the logic that the behavior tree is established in Humble is different from the later version. The maintainer of Nav2 had removed the GPS Waypoint Follower workspace in the branch of Humble in the repo, so we cannot use the script provided by the Nav2 team.
Basic Network Communication and Modes
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In multi-robot systems and distributed robotic platforms, reliable network communication is a foundational component that directly affects system scalability, coordination efficiency, and robustness. Practical deployments often involve a combination of routers, switches, wireless links, and multiple network modes, each serving different roles within the overall architecture. This post provides a concise overview of common router operation modes, the concept of uplinking, and how these networking principles are applied in a real-world robot swarm communication setup. The focus is on building an intuitive understanding of data flow, network boundaries, and design trade-offs, rather than on protocol-level theory, making it suitable for robotics researchers and engineers who need to design or debug distributed robotic networks.
Isaac Sim Beginner Tutorial and First Setup
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Isaac Sim is a physics-based robotics simulation platform built on NVIDIA Omniverse, and is widely used for robotics research, synthetic data generation, and digital twin development. This post serves as a beginner-oriented tutorial and setup note for Isaac Sim, focusing on the initial installation process, common environment issues on Linux, and essential components required for a functional workflow. The goal is not to reproduce official documentation, but to provide a practical, experience-driven guide that helps new users get Isaac Sim running smoothly and avoid common pitfalls during first-time setup.
Python Environment for ROS2 and Anaconda
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I prioritize robotics over AI, as I find robotics more engaging. This preference leads me to install ROS/ROS2 before Anaconda whenever setting up a new Ubuntu system. For those working in both robotics and AI, it’s common to have ROS/ROS2 and Anaconda on the same device. However, this setup can lead to a tricky environment issue: ROS 2 Humble supports Python 3.10 by default, whereas Anaconda often defaults to Python 3.11. This mismatch can create compatibility problems.
portfolio
Strawberry Nursery Robot - Mr. Y
Published:
First Prize in 2021 ASABE Student Robotics Competition
Cotton Picking Robot - Tensor
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First Prize in 2022 ASABE Student Robotics Competition
Cotton Picking Robot - Vector
Published:
First Prize in 2022 ASABE Student Robotics Competition 
PhytoPatholoBot V2 - PPBv2
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Dual side phenotyping robot with active illumination
PhytoPatholoBot Next Generation - PPB-NG
Published:
Multi-modal high-throughput phenotyping robot
publications
Automated rice phenology stage mapping using UAV images and deep learning
Xiangyu Lu, Jun Zhou, Rui Yang, Zhiyan Yan, Yiyuan Lin, Jie Jiao, Fei Liu, Drones, 2023
Effective integration of vision foundational models for semantic segmentation to quantify grape foliage powdery mildew infection
2024 ITSC Best Paper Award
Yiyuan Lin, Anna Underhill, Lance Cadle-Davison, Ana Jimenez, Summaira Riaz, Yu Jiang, ASABE Annual International Meeting, 2024
DATR: Diffusion-based 3D Apple Tree Reconstruction Framework with Sparse-View
Tian Qiu, Alan Zoubi, Yiyuan Lin, Ruiming Du, Lailiang Cheng, Yu Jiang, IEEE Robotics and Automation Letters (RA-L), 2025
SAM-CLIP-Thermal: Leveraging Large Multimodal Models for Reliable and Scalable Annotation of Thermal Image Segmentation in Field Plant Phenotyping
Yiyuan Lin, Chenjiao Tan, Changying Li, Yu Jiang, Computers and Electronics in Agriculture (under review), 2025
Integrating Large Multi-Modal Models for Automated Powdery Mildew Phenotyping in Grapevines
Yiyuan Lin, Zachary Dashner, Ana Jimenez, Dustin Wilkerson, Lance Cadle-Davidson, Summaira Riaz, Yu Jiang, Artificial Intelligence in Agriculture (under review), 2026
talks
teaching
ECE 4110/5110 - Random Signals in Communications and Signal Processing
Undergrad & grad course, Cornell University, School of Electrical and Computer Engineering, 2024