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add Xiaofeng Guo
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Xiaofeng-Guo committed Dec 23, 2024
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23 changes: 17 additions & 6 deletions _bibliography/references.bib
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@article{guo2024flying,
title={Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation},
author={Guo, Xiaofeng and He, Guanqi and Xu, Jiahe and Mousaei, Mohammadreza and Geng, Junyi and Scherer, Sebastian and Shi, Guanya},
journal={IEEE Robotics and Automation Letters},
abstract={Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).},
video={https://www.youtube.com/watch?v=g5egNbtQCwA&pp=ygUTZmx5aW5nIGNhbGxpZ3JhcGhlcg%3D%3D},
year={2024},
publisher={IEEE}
}

@inproceedings{santos2024unisat,
title={UniSaT: Unified-Objective Belief Model and Planner to Search for and Track Multiple Objects},
author={Leonardo Santos and Brady Moon and Sebastian Scherer and Hoa Van Nguyen},
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url = {https://arxiv.org/pdf/2209.10788},
organization = {IEEE}
}
@article{guo2023aerial,
title = {Aerial Interaction with Tactile Sensing},
author = {Guo, Xiaofeng and He, Guanqi and Mousaei, Mohammadreza and Geng, Junyi and Shi, Guanya and Scherer, Sebastian},
year = 2023,
journal = {arXiv preprint arXiv:2310.00142},
url = {https://arxiv.org/pdf/2310.00142}
@inproceedings{guo2024aerial,
title={Aerial interaction with tactile sensing},
author={Guo, Xiaofeng and He, Guanqi and Mousaei, Mohammadreza and Geng, Junyi and Shi, Guanya and Scherer, Sebastian},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)},
pages={1576--1582},
year={2024},
organization={IEEE}
}
@inproceedings{he2023image,
title = {Image-based Visual Servo Control for Aerial Manipulation Using a Fully-Actuated {UAV}},
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22 changes: 22 additions & 0 deletions _team/xiaofeng_guo.md
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---
title: Xiaofeng Guo
subtitle: Ph.D. Student
job_title: Ph.D. Student
category: phd_student
layout: team_member_personal_page
image: /img/team/xiaofeng_guo.jpg
---

I’m currently a PhD student in Robotics Institute at Carnegie Mellon University (CMU). I work with Prof. Sebastian Scherer and Dr. Guanya Shi, on aerial manipulation.

My research focuses on mobile manipulation, tactile sensing, reinforcement learning and control. Feel free to reach out for collaboration and discussion of research ideas.


# contact info #

### Email ###
[xguo2@andrew.cmu.edu](mailto:xguo2@andrew.cmu.edu)

### Personal page ###
<a href="https://xiaofeng-guo.github.io/" target="_blank">https://xiaofeng-guo.github.io/</a>

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