Robotic Guide Dog: Leading a Human with Leash-Guided Hybrid Physical Interaction
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Abstract (arXiv)
An autonomous robot that is able to physically guide humans through narrow and cluttered spaces could be a big boon to the visually-impaired. Most prior robotic guiding systems are based on wheeled platforms with large bases with actuated rigid guiding canes. The large bases and the actuated arms limit these prior approaches from operating in narrow and cluttered environments. We propose a method that introduces a quadrupedal robot with a leash to enable the robot-guiding human system to change its intrinsic dimension (by letting the leash go slack) in order to fit into narrow spaces. We propose a hybrid physical Human-Robot Interaction model that involves leash tension to describe the dynamical relationship in the robot-guiding human system. This hybrid model is utilized in a mixed-integer programming problem to develop a reactive planner that is able to utilize slack-taut switching to guide a blind-folded person to safely travel in a confined space. The proposed leash-guided robot framework is deployed on a Mini Cheetah quadrupedal robot and validated in experiments.
Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). First posted on arXiv 26 Mar 2021.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 3; 2024: 3; 2025: 2; 2026: 2.
14 papers.
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- 2023DRAGON: A Dialogue-Based Robot for Assistive Navigation with Visual Language Groundingcited by 9
- 2021Autonomous Navigation for Quadrupedal Robots with Optimized Jumping through Constrained Obstaclescited by 6
- 2022System Configuration and Navigation of a Guide Dog Robot: Toward Animal Guide Dog-Level Guiding Workcited by 6
- 2021Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentationcited by 5
- 2026From Obstacles to Etiquette: Robot Social Navigation with VLM-Informed Path Selectioncited by 5
- 2025Space-Aware Instruction Tuning: Dataset and Benchmark for Guide Dog Robots Assisting the Visually Impairedcited by 4
- 2023Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanismcited by 3
- 2023Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Controlcited by 3
- 2024ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Canecited by 3
- 2025GuideNav: User-Informed Development of a Vision-Only Robotic Navigation Assistant For Blind Travelerscited by 3
- 2022Collaborative Navigation and Manipulation of a Cable-towed Load by Multiple Quadrupedal Robotscited by 2
- 2024DogSurf: Quadruped Robot Capable of GRU-based Surface Recognition for Blind Person Navigationcited by 1
- 2026CANINE: Coaching Visually Impaired Users for Interactive Navigation with a Robot Guide Dog19 May 2026
- 2026From Obstacles to Etiquette: Robot Social Navigation with VLM-Informed Path Selection9 Feb 2026
- 2025GuideNav: User-Informed Development of a Vision-Only Robotic Navigation Assistant For Blind Travelers5 Dec 2025
- 2025Space-Aware Instruction Tuning: Dataset and Benchmark for Guide Dog Robots Assisting the Visually Impaired11 Feb 2025
- 2024Synthetic data augmentation for robotic mobility aids to support blind and low vision people17 Sep 2024
- 2024ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Cane30 May 2024
- 2024DogSurf: Quadruped Robot Capable of GRU-based Surface Recognition for Blind Person Navigation5 Feb 2024
- 2023Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Control8 Sep 2023
- 2023DRAGON: A Dialogue-Based Robot for Assistive Navigation with Visual Language Grounding13 Jul 2023
- 2023Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanism24 Jun 2023
- 2022System Configuration and Navigation of a Guide Dog Robot: Toward Animal Guide Dog-Level Guiding Work24 Oct 2022
- 2022Collaborative Navigation and Manipulation of a Cable-towed Load by Multiple Quadrupedal Robots29 Jun 2022
- 2023DRAGON: A Dialogue-Based Robot for Assistive Navigation with Visual Language Groundingcited by 9
- 2021Autonomous Navigation for Quadrupedal Robots with Optimized Jumping through Constrained Obstaclescited by 6
- 2022System Configuration and Navigation of a Guide Dog Robot: Toward Animal Guide Dog-Level Guiding Workcited by 6
- 2021Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentationcited by 5
- 2026From Obstacles to Etiquette: Robot Social Navigation with VLM-Informed Path Selectioncited by 5
- 2025Space-Aware Instruction Tuning: Dataset and Benchmark for Guide Dog Robots Assisting the Visually Impairedcited by 4
- 2023Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanismcited by 3
- 2023Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Controlcited by 3
- 2024ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Canecited by 3
- 2025GuideNav: User-Informed Development of a Vision-Only Robotic Navigation Assistant For Blind Travelerscited by 3
- 2022Collaborative Navigation and Manipulation of a Cable-towed Load by Multiple Quadrupedal Robotscited by 2
- 2024DogSurf: Quadruped Robot Capable of GRU-based Surface Recognition for Blind Person Navigationcited by 1
12 most cited of 14 All 14 (JSON)
- 2026CANINE: Coaching Visually Impaired Users for Interactive Navigation with a Robot Guide Dog19 May 2026
- 2026From Obstacles to Etiquette: Robot Social Navigation with VLM-Informed Path Selection9 Feb 2026
- 2025GuideNav: User-Informed Development of a Vision-Only Robotic Navigation Assistant For Blind Travelers5 Dec 2025
- 2025Space-Aware Instruction Tuning: Dataset and Benchmark for Guide Dog Robots Assisting the Visually Impaired11 Feb 2025
- 2024Synthetic data augmentation for robotic mobility aids to support blind and low vision people17 Sep 2024
- 2024ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Cane30 May 2024
- 2024DogSurf: Quadruped Robot Capable of GRU-based Surface Recognition for Blind Person Navigation5 Feb 2024
- 2023Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Control8 Sep 2023
- 2023DRAGON: A Dialogue-Based Robot for Assistive Navigation with Visual Language Grounding13 Jul 2023
- 2023Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanism24 Jun 2023
- 2022System Configuration and Navigation of a Guide Dog Robot: Toward Animal Guide Dog-Level Guiding Work24 Oct 2022
- 2022Collaborative Navigation and Manipulation of a Cable-towed Load by Multiple Quadrupedal Robots29 Jun 2022
12 newest of 14 All 14 (JSON)