Autonomous robots for the real world.

01 / Research

Connecting perception, mobility and manipulation.

We connect algorithms, robot design and system experiments to study autonomous perception, decision-making and action in real environments.

01Mobility · Manipulation · Interaction

Interactive loco-manipulation

We study coordinated mobility and manipulation, dual-arm collaboration and human–robot interaction, testing perception, planning and control in disassembly, sorting and deformable-object handling.

  • Mobile manipulation
  • Dual-arm coordination
  • Deformable-object manipulation
02Perception · Language · Action

Embodied intelligence

We connect scene perception and natural-language instructions with action through semantic navigation, visual feedback and skill learning.

  • Semantic navigation
  • Skill learning
  • Execution feedback
03Robot design · Motion · Coordination

Humanoid robotics

Using wheel-legged, legged and manipulator platforms, we study terrain perception, dynamic motion and dual-arm manipulation relevant to humanoid robots.

  • Multimodal locomotion
  • Terrain perception
  • Dual-arm manipulation
04Perception · Localization · Planning

Autonomous robotic systems

We combine LiDAR, cameras and inertial sensing for SLAM, 3D mapping, staircase detection, path planning and obstacle avoidance in unfamiliar, unstructured environments.

  • Multisensor fusion
  • SLAM and navigation
  • Terrain modeling

We test research ideas on real robots through algorithm validation, system integration and experimental evaluation.Explore our research (Chinese)

Research platforms

Platforms for robotics education, research and system validation, covering wheel-legged motion, hardware integration and dual-arm manipulation.

WL1-EDU wheel-legged robot rendering
Prototype · Rendering

WL1-EDU

Wheel-legged robot

An enclosed-body platform for coordinated wheel–leg control and hardware integration experiments.

Explore the platform
PW1-EDU parallel-linkage wheel-legged robot rendering
Prototype · Rendering

PW1-EDU

Parallel-linkage wheel-legged robot

A parallel-link wheel–leg mechanism with an open frame for accessible wiring, equipment mounting and motion-control experiments.

Explore the platform
DA1-EDU dual-arm reference platform
Prototype · Reference platform

DA1-EDU

Dual-arm manipulation platform

A platform for vision-guided grasping, dual-arm coordination, motion planning and digital twin experiments.

Explore the platform

These platforms are currently prototypes. Interface documentation and example programs are being prepared. See each platform page for configuration details and the scope of validation.

02 / Research outputs

From methods to working systems.

Innovation training projects, selected publications, patent records and awards, presented from newest to oldest within each category.

Innovation training projects

Ordered by approval year, newest first.

  1. Zhixun Quanjing — General-Purpose Robotic Inspection Across Environments

    Provincial Undergraduate Innovation Training Program · Innovation training project

    Shenzhen Technology University · Sino-German College of Intelligent Manufacturing · Project No. S202614655009

    Project lead: Jiahe Chen. Faculty supervisors: Yanqing Liu and Gan Ma.

    Research on multisensor perception and localization, autonomous navigation and control, natural language interaction, and digital twin integration for robotic inspection across diverse environments.

  2. Kangyang Lingbi — Assistive Care Robotics with Multimodal Perception and Compliant Manipulation

    Provincial Undergraduate Innovation Training Program · Innovation training project

    Shenzhen Technology University · Sino-German College of Intelligent Manufacturing · Project No. S202614655021

    Project lead: Xuanyong Li. Faculty supervisors: Gan Ma and Jianwu Chen.

    Research on multimodal perception and compliant robotic manipulation for assistive care.

  3. Kuangmai Shuxun — General-Purpose System for Mining Inspection Robots

    National College Student Innovation Training Program · Innovation training project · General category

    Shenzhen Technology University · Emerging Engineering Education · Project No. 202514655007

    Project lead: Mingru Wu. Team: Chang Tian, Shuting Lan, Yali He and Wencong Lin.

    Lead supervisor: Gan Ma. Co-supervisors: Yuanhang Wang and Hua Chen.

    Research on perception, localization, planning and cross-platform integration for a modular robotic mining inspection system.

Selected publications

Conference papers are ordered by conference date; journal articles by publication date.

  1. L-SNI: A Language-Driven Semantic Navigation System for Inspection Tasks

    IROS 2025

    Jiawang Ma, Weichen Guo, Xuan Wu, Zinan Zhuang, Rongxiang Zeng, Yongliang Shi, Gan Ma

    Language-driven semantic navigation for robotic inspection.

  2. NeRF-Based Transparent Object Grasping Enhanced by Shape Priors

    ICRA 2025

    Yi Han*, Zixin Lin*, Dongjie Li, Lvping Chen, Yongliang Shi, Gan Ma

    3D representation and grasp planning for transparent objects using neural radiance fields and shape priors.

    * Equal contribution

  3. An Onboard Framework for Staircases Modeling Based on Point Clouds

    ICRA 2024

    Chun Qing*, Rongxiang Zeng*, Xuan Wu, Yongliang Shi, Gan Ma

    Onboard staircase detection and geometric modeling from point clouds.

    * Equal contribution

  4. A Tube Arranging System With a Generic And Efficient Grasp Reasoning Method

    ROBIO 2023

    Ziqi Xu*, Zixin Lin*, Yi Han, Yongliang Shi, Gan Ma

    A general, efficient grasp-reasoning method for arranging test tubes.

    * Equal contribution

  5. Regressor-Based Model Adaptation for Shaping Deformable Linear Objects with Force Control

    ROBIO 2023

    Hanzhong Zhong, Ziqi Xu, Gan Ma, Mingrui Yu, Xiang Li

    Shaping deformable linear objects through regressor-based model adaptation and force control.

    IEEE ROBIO 2023 · T. J. Tarn Best Paper Award in Robotics finalist

  6. Design, Analysis and Experiments of Hexapod Robot with Six-Link Legs for High Dynamic Locomotion

    Micromachines · 2022 · 13(9), 1404

    Jiawang Ma, Guanlin Qiu, Weichen Guo, Peitong Li, Gan Ma

    Design, analysis and dynamic locomotion experiments for a spider-inspired hexapod with six-link legs.

Patents

Ordered by grant or registration date. Each entry states its patent type.

Granted or registered patents shown
14patents
Including US utility patents
1patent

Nine Chinese invention patents, one US utility patent, two Chinese utility models, one German utility model and one Chinese design patent.

OriginMind (深圳源灵智能科技有限公司) has been authorized to commercialize all laboratory patents.

  1. Earthquake disaster-response robot and rescue apparatus

    China · Invention patent · Granted · ZL202311578742.8

    Grant publication: CN117444932B.

    View grant certificateEarthquake disaster-response robot and rescue apparatus
  2. Point-cloud-based staircase modeling method, apparatus, legged robot and storage medium

    China · Invention patent · Granted · ZL202311698752.5

    View grant certificatePoint-cloud-based staircase modeling method, apparatus, legged robot and storage medium
  3. Image completion method, computer and computer-readable storage medium

    China · Invention patent · Granted · ZL202311579818.9

    View grant certificateImage completion method, computer and computer-readable storage medium
  4. Coffee robot

    China · Design patent · Granted · ZL202330736757.7

    Grant publication: CN308718728S.

    View grant certificateCoffee robot
  5. Ground simulation device and method for on-orbit manipulation of space manipulator

    United States · Utility patent · Granted · US 11,938,623 B2

    View granted patentGround simulation device and method for on-orbit manipulation of space manipulator
  6. Test-tube grasp control method and apparatus

    China · Invention patent · Granted · ZL202310793442.5

    View grant certificateTest-tube grasp control method and apparatus
  7. Deformation-state analysis method and related apparatus for linear flexible objects

    China · Invention patent · Granted · ZL202211712189.8

    View grant certificateDeformation-state analysis method and related apparatus for linear flexible objects
  8. Ground–air multimodal quadruped robot and control method

    China · Invention patent · Granted · ZL202310508909.7

    View grant certificateGround–air multimodal quadruped robot and control method
  9. Portable teaching equipment for surgical robotics

    China · Invention patent · Granted · ZL202211308593.9

    View grant certificatePortable teaching equipment for surgical robotics
  10. Cable-driven control handle

    China · Invention patent · Granted · ZL202211308740.2

    View grant certificateCable-driven control handle
  11. Ground simulation device and method for on-orbit manipulation of a space manipulator

    China · Invention patent · Granted · ZL202210209874.2

    View grant certificateGround simulation device and method for on-orbit manipulation of a space manipulator
  12. Assisted-standing support device

    China · Utility model · Granted · ZL202122600733.7

    View grant certificateAssisted-standing support device
  13. Beinmechanismus für einen bionischen Roboter

    Germany · Utility model · Registered · 20 2022 101 529

    View registration certificateBeinmechanismus für einen bionischen Roboter
  14. Leg mechanism for a bionic robot

    China · Utility model · Granted · ZL202122604550.2

    View grant certificateLeg mechanism for a bionic robot

Awards and recognition

Ordered by certificate date. Records with only a year follow the dated entries for that year.

  1. 15th Challenge Cup Guangdong College Student Entrepreneurship Competition · Silver Award

    Guangdong Province

    Kuang’an Zhijian — a semantic robotic inspection system for mining

    View award certificate15th Challenge Cup Guangdong College Student Entrepreneurship Competition · Silver Award
  2. 19th Challenge Cup National College Student Academic and Technological Works Competition, AI+ application track · First Prize

    National competition

    Kuanghai Mingmou — a general-purpose robotic inspection system for mining

    View award certificate19th Challenge Cup National College Student Academic and Technological Works Competition, AI+ application track · First Prize
  3. China International College Students’ Innovation Competition 2025 · Bronze Award

    National competition

    Kuanghai Mingmou — a robotic inspection ecosystem for intelligent mining

    View award certificateChina International College Students’ Innovation Competition 2025 · Bronze Award
  4. 18th Challenge Cup Guangdong College Student Academic and Technological Works Competition · First Prize

    Guangdong Province

    Kuanghai Mingmou — a general-purpose robotic inspection system for mining

    View award certificate18th Challenge Cup Guangdong College Student Academic and Technological Works Competition · First Prize
  5. 17th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · Second Prize

    National competition

    Mechanical engineering · Digital innovation design track

    View award certificate17th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · Second Prize
  6. 17th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · First Prize

    National competition

    Mechanical engineering · Additive manufacturing track

    View award certificate17th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · First Prize
  7. 17th Gaojiao Cup · Outstanding Instructor, Mechanical Engineering · Second Prize

    National competition

    Outstanding instructor in mechanical engineering

    View award certificate17th Gaojiao Cup · Outstanding Instructor, Mechanical Engineering · Second Prize
  8. Shenzhen Technology University “Crystal Award” Scholarship for Science and Technology Innovation (2023)

    University scholarship

    Recipients: Lin Zixin, Huang Xinqi, Jiao Zihao and Zhu Zhikun.

    View award certificate2023 Crystal Award scholarship certificate issued by Shenzhen Technology University to Lin Zixin, Huang Xinqi, Jiao Zihao and Zhu Zhikun
  9. IEEE ROBIO 2023 · T. J. Tarn Best Paper Award in Robotics finalist

    IEEE international conference

    T. J. Tarn Best Paper Award in Robotics Finalist · Regressor-Based Model Adaptation for Shaping Deformable Linear Objects with Force Control

    View finalist certificateIEEE ROBIO 2023 · T. J. Tarn Best Paper Award in Robotics finalist
  10. 16th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · Second Prize

    National competition

    Mechanical engineering · Digital innovation design track

    View award certificate16th Gaojiao Cup National College Student Advanced Graphics and Product Information Modeling Competition · Second Prize
  11. RAICOM 2023 Robot Developer Competition · Third Prize

    Guangdong regional round

    Material transport competition · Team 1

    View award certificateRAICOM 2023 Robot Developer Competition · Third Prize
  12. RAICOM 2023 Robot Developer Competition · Third Prize

    Guangdong regional round

    Material transport competition · Team 2

    View award certificateRAICOM 2023 Robot Developer Competition · Third Prize
  13. 16th Gaojiao Cup Guangdong Qualifier and 2023 Guangdong CAD Design Skills Competition · First Prize

    Guangdong Province

    Digital innovation design · Mechanical engineering

    View award certificate16th Gaojiao Cup Guangdong Qualifier and 2023 Guangdong CAD Design Skills Competition · First Prize
  14. 18th National College Student Smart Car Competition · Second Prize

    Southern regional round

    Outdoor autonomous driving challenge

    View award certificate18th National College Student Smart Car Competition · Second Prize
  15. 18th National College Student Smart Car Competition · Third Prize

    Southern regional round

    Outdoor ROS autonomous vehicle race

    View award certificate18th National College Student Smart Car Competition · Third Prize
  16. 18th National College Student Smart Car Competition · Second Prize

    National final

    Outdoor autonomous driving challenge

    View award certificate18th National College Student Smart Car Competition · Second Prize
  17. Asia International Innovative Invention Award 2023 · Silver Award

    International competition

    Self-learning controller for a new generation of industrial robots

    View award certificateAsia International Innovative Invention Award 2023 · Silver Award
  18. 10th Weishi Cup National College Student Mechanical Innovation Design Competition · Third Prize

    National competition

    Spider-inspired robot with dynamic locomotion capabilities

    View award certificate10th Weishi Cup National College Student Mechanical Innovation Design Competition · Third Prize
  19. 8th China International Internet Plus College Student Innovation and Entrepreneurship Competition, SZTU campus round · Silver Award

    University campus round

    Intelligent controller for a new generation of industrial robots

    View award certificate8th China International Internet Plus College Student Innovation and Entrepreneurship Competition, SZTU campus round · Silver Award
  20. 10th Guangdong College Student Mechanical Innovation Design Competition and National Competition Guangdong Qualifier · First Prize

    Guangdong Province

    Spider-inspired robot with dynamic locomotion capabilities

    View award certificate10th Guangdong College Student Mechanical Innovation Design Competition and National Competition Guangdong Qualifier · First Prize

Research demonstrations

Mining inspection / Competition project

Kuanghai Mingmou

A general-purpose robotic inspection system for mining

Challenge Cup · National First Prize

First Prize in the AI+ application track of the 19th Challenge Cup National College Student Academic and Technological Works Competition.

Read the project overview (Chinese)
Underground field footage of an earlier tracked platform.

Dexterous manipulation / Research

Learning human manipulation skills

One of SZTU’s top ten science and technology highlights of 2022

A dexterous manipulation platform combines human demonstration, skill learning and a digital twin, with experiments in test-tube sorting and dual-arm coffee preparation.

Read the university report (Chinese)

Manipulation research

Research demonstrations published in 2024.

Coordinated dual-arm disassembly

Research on coordinated disassembly of coffee-machine circuit boards, pumps and other components for repair and recycling, supported by a project at the SZTU–WIK Innovation R&D Center.

Explore disassembly research (Chinese)

Test-tube recognition and sorting

Object detection and grasp reasoning identify test-tube racks and slots, then adapt the gripper pose to each tube for precise, vision-guided manipulation.

Explore sorting research (Chinese)

Deformable linear object manipulation

Modeling and manipulation control for cables, hoses and other deformable objects, developed in collaboration with Professor Xiang Li’s team in Tsinghua University’s Department of Automation.

Explore deformable-object research (Chinese)

03 / Collaboration

Research through shared ideas and practical work.

Research projects, hands-on courses and international exchanges give students experience with real robotics problems.

Laboratory members with robotics research platforms
The ARTS Robotics team and research platforms.

Academic exchange and research collaboration

Professor Yunhui Liu and colleagues visiting the laboratory
A visit from Professor Yunhui Liu and colleagues.

T Stone Robotics Institute, The Chinese University of Hong Kong

A visit from Professor Yunhui Liu

Professor Yunhui Liu and colleagues visited the laboratory for an academic exchange and viewed demonstrations of its robotics platforms. Professor Liu also spoke on vision-driven robotics and commercialization at the Future Robotics Technology summer school.

Read the summer school report (Chinese)

Department of Automation, Tsinghua University

Research with Professor Xiang Li’s team

Joint research on modeling and control for cables, hoses and other deformable linear objects connects shape analysis with robot manipulation experiments.

Read about the collaboration (Chinese)

SZTU–WIK Innovation R&D Center

Industry–university research support

An industry–university project supported dual-arm disassembly research using coffee-machine circuit boards, pumps and other parts to investigate robotic repair and recycling tasks.

Read the project report (Chinese)

Student development and activities

2024 · THWS, Germany

International Robotics Week

Gan Ma led four undergraduate students to Robotics Week at THWS. They built a mobile robot and environment in Gazebo, completed a maze challenge and worked in international teams.

Read the activity report (Chinese)

—

Future Robotics Technology summer school

At SZTU’s third Future Robotics Technology summer school, research talks and laboratory visits introduced students to panoramic perception, motion planning and task-level decision-making.

Read the activity report (Chinese)

A visit from Huawei research teams

Visitors from Huawei’s Noah’s Ark Lab and Huawei Cloud’s embodied intelligence innovation laboratory toured ARTS Robotics and discussed manipulation, locomotion and perception.

Read the visit report (Chinese)

Lab updates

04 / Our alumni

Alumni

Our graduates carry their research experience into new projects, careers and communities.

Laboratory students and faculty at graduation
Graduation at ARTS Robotics.

Stay connected with the laboratory.

Graduates can use the Chinese alumni portal to update their education, current work, awards and research achievements, and choose whether to display their name.

Update your profile (Chinese)