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Yanjun Cao

32 accepted papers

2026

AnyAmber: A Generalist for Versatile Anonymous Bearing and Range Based Position Tracking

RSS 2026poster

Position tracking based on bearing measurements and Ultra-wideband (UWB) ranging is widely used in robotic navigation tasks. However, due to variations in the number of robots, anchor configurations, UWB tag layouts, and the presence or absence of anonymous visual observations, existing methods typi…

Cited by 0SourceScholar
2026

Autonomous Exploration with Terrestrial-Aerial Bimodal Vehicles

ICRA 2026poster

Terrestrial-aerial bimodal vehicles, which integrate the high mobility of aerial robots with the long endurance of ground robots, offer significant potential for autonomous exploration. Given the inherent energy and time constraints in practical exploration tasks, we present a hierarchical framework…

2026

TOP: Trajectory Optimization Via Parallel Optimization towards Constant Time Complexity

ICRA 2026poster

Optimization has been widely used to generate smooth trajectories for motion planning. However, existing trajectory optimization methods show weakness when dealing with large-scale long trajectories. Recent advances in parallel computing have accelerated optimization in some fields, but how to effic…

2026

Universal Trajectory Optimization Framework for Differential Drive Robot Class (I)

ICRA 2026poster

Differential drive robots are widely used in various scenarios thanks to their straightforward principle, from household service robots to disaster response field robots. The nonholonomic dynamics and possible lateral slip of these robots lead to difficulty in getting feasible and high-quality traje…

Cited by 0Scholar
2025

Autonomous Exploration With Terrestrial-Aerial Bimodal Vehicles

RA-L 2025

Terrestrial-aerial bimodal vehicles, which integrate the high mobility of aerial robots with the long endurance of ground robots, offer significant potential for autonomous exploration. Given the inherent energy and time constraints in practical exploration tasks, we present a hierarchical framework

Cited by 3SourceScholar
2025

EAR-SLAM: Environment-Aware Robust Localization System for Terrestrial-Aerial Bimodal Vehicles

ICRA 2025

Terrestrial-aerial bimodal vehicles (TABVs) can fly to avoid obstacles and move safely on the ground to save energy, offering enhanced adaptability and flexibility in various challenging environments. However, a robust localization approach becomes a bottleneck to stably applying the TABVs in real-w

Cited by 0SourceScholar
2025

Efficient Trajectory Generation Based on Traversable Planes in 3D Complex Architectural Spaces

ICRA 2025

With the increasing integration of robots into human life, their role in architectural spaces where people spend most of their time has become more prominent. While motion capabilities and accurate localization for automated robots have rapidly developed, the challenge remains to generate efficient,

Cited by 1SourceScholar
2025

Global-State-Free Obstacle Avoidance for Quadrotor Control in Air-Ground Cooperation

RA-L 2025

CoNi-MPC [1] provides an efficient framework for UAV control in air-ground cooperative tasks by relying exclusively on relative states, eliminating the need for global state estimation. However, its lack of environmental information poses significant challenges for obstacle avoidance. To address thi

Cited by 4SourceScholar
2025

Mr. Virgil: Learning Multi-robot Visual-range Relative Localization

IROS 2025

Ultra-wideband (UWB)-vision fusion localization has achieved extensive applications in the domain of multiagent relative localization. The challenging matching problem between robots and visual detection renders existing methods highly dependent on identity-encoded hardware or delicate tuning algori

Cited by 0SourcecodeScholar
2025

Real-time Spatial-temporal Traversability Assessment via Feature-based Sparse Gaussian Process

IROS 2025

Terrain analysis is critical for the practical application of ground mobile robots in real-world tasks, especially in outdoor unstructured environments. In this paper, we propose a novel spatial-temporal traversability assessment method, which aims to enable autonomous robots to effectively navigate

Cited by 4SourcecodeScholar
2025

SEB-Naver: A SE(2)-based Local Navigation Framework for Car-like Robots on Uneven Terrain

IROS 2025

Autonomous navigation of car-like robots on uneven terrain poses unique challenges compared to flat terrain, particularly in traversability assessment and terrain-associated kinematic modelling for motion planning. This paper introduces SEB-Naver, a novel SE(2)-based local navigation framework desig

Cited by 5SourcecodeScholar
2025

TOP: Trajectory Optimization via Parallel Optimization Towards Constant Time Complexity

RA-L 2025

Optimization has been widely used to generate smooth trajectories for motion planning. However, existing trajectory optimization methods show weakness when dealing with large-scale long trajectories. Recent advances in parallel computing have accelerated optimization in some fields, but how to effic

Cited by 2SourceScholar
2025

TrofyBot: A Transformable Rolling and Flying Robot with High Energy Efficiency

ICRA 2025

Terrestrial and aerial bimodal vehicles have gained significant interest due to their energy efficiency and versatile maneuverability across different domains. However, most existing passive-wheeled bimodal vehicles rely on attitude regulation to generate forward thrust, which inevitably results in

Cited by 1SourceScholar
2024

ColAG: A Collaborative Air-Ground Framework for Perception-Limited UGVs’ Navigation

ICRA 2024poster

Perception is necessary for autonomous navigation in an unknown area crowded with obstacles. It’s challenging for a robot to navigate safely without any sensors that can sense the environment, resulting in a blind robot, and becomes more difficult when comes to a group of robots. However, it could b…

Cited by 8SourcecodeScholar
2024

Collaborative Planning for Catching and Transporting Objects in Unstructured Environments

RA-L 2024

Multi-robot teams have attracted attention from industry and academia for their ability to perform collaborative tasks in unstructured environments, such as wilderness rescue and collaborative transportation. In this letter, we propose a trajectory planning method for a non-holonomic robotic team wi

Cited by 29SourceScholar
2024

Intention-Aware Planner for Robust and Safe Aerial Tracking

IROS 2024poster

Autonomous target tracking with quadrotors has wide applications in many scenarios, such as cinematographic follow-up shooting or suspect chasing. Target motion prediction is necessary when designing the tracking planner. However, the widely used constant velocity or constant rotation assumption can…

Cited by 1SourceScholar
2024

Novel design of Reconfigurable Tracked Robot with Geometry-Changing Tracks

IROS 2024poster

Tracked robots with reconfigurable mechanisms exhibit great maneuverability due to their adaptability to complex ground conditions. Reconfigurable tracked robots with geometry-changing tracks show further obstacle-crossing capabilities with compact dimensions. However, existing systems face deployme…

Cited by 1SourceScholar
2023

An Efficient Trajectory Planner for Car-Like Robots on Uneven Terrain

IROS 2023poster

Autonomous navigation of ground robots on uneven terrain is being considered in more and more tasks. However, uneven terrain will bring two problems to motion planning: how to assess the traversability of the terrain and how to cope with the dynamics model of the robot associated with the terrain. T…

Cited by 17SourcecodeScholar
2023

Bearing-Based Relative Localization for Robotic Swarm With Partially Mutual Observations

RA-L 2023

Mutual localization provides a consensus of reference frame as an essential basis for cooperation in multi-robot systems. Previous works have developed certifiable and robust solvers for relative transformation estimation between each pair of robots. However, recovering relative poses for robotic sw

Cited by 18SourceScholar
2023

CREPES: Cooperative RElative Pose Estimation System

IROS 2023poster

Mutual localization plays a crucial role in multi-robot cooperation. CREPES, a novel system that focuses on six degrees of freedom (DOF) relative pose estimation for multi-robot systems, is proposed in this paper. CREPES has a compact hardware design using active infrared (IR) LEDs, an IR fish-eye c…

Cited by 17SourceScholar
2023

CoNi-MPC: Cooperative Non-inertial Frame Based Model Predictive Control

RA-L 2023

This letter presents a novel solution for UAV control in cooperative multi-robot systems, which can be used in various scenarios such as leader-following, landing on a moving base, or specific relative motion with a target. Unlike classical methods that tackle UAV control in the world frame, we dire

Cited by 13SourcecodeScholar
2023

Model-Based Planning and Control for Terrestrial-Aerial Bimodal Vehicles with Passive Wheels

IROS 2023poster

Terrestrial and aerial bimodal vehicles have gained widespread attention due to their cross-domain maneuverability. Nevertheless, their bimodal dynamics significantly increase the complexity of motion planning and control, thus hindering robust and efficient autonomous navigation in unknown environm…

Cited by 10SourceScholar
2023

Ring-Rotor: A Novel Retractable Ring-Shaped Quadrotor With Aerial Grasping and Transportation Capability

RA-L 2023

This letter presents a novel and retractable ring-shaped quadrotor called Ring-Rotor that can adjust the vehicle's length and width simultaneously. Unlike other morphing quadrotors with high platform complexity and poor controllability, Ring-Rotor uses only one servo motor for morphing but reduces t

Cited by 29SourceScholar
2023

Robo-Centric ESDF: A Fast and Accurate Whole-Body Collision Evaluation Tool for Any-Shape Robotic Planning

IROS 2023poster

For letting mobile robots travel flexibly through complicated environments, increasing attention has been paid to the whole-body collision evaluation. Most existing works either opt for the conservative corridor-based methods that impose strict requirements on the corridor generation, or ESDF-based…

Cited by 15SourceScholar
2023

Towards Efficient Trajectory Generation for Ground Robots beyond 2D Environment

ICRA 2023poster

With the development of robotics, ground robots are no longer limited to planar motion. Passive height variation due to complex terrain and active height control provided by special structures on robots require a more general navigation planning framework beyond 2D. Existing methods rarely considers…

Cited by 15SourcecodeScholar
2023

Trajectory Optimization for 3D Shape-Changing Robots with Differential Mobile Base

ICRA 2023poster

Service robots have attracted extensive attention due to specially designed functions, such as mobile manipulators or robots with extra structures. For robots that have changing shapes, autonomous navigation in the real world presents new challenges. In this paper, we propose a trajectory optimizati…

Cited by 6SourceScholar
2022

Certifiably Optimal Mutual Localization With Anonymous Bearing Measurements

RA-L 2022

Mutual localization is essential for coordination and cooperation in multi-robot systems. Previous works have tackled this problem by assuming available correspondences between measurements and received odometry estimations. However, the correspondence is difficult to acquire, especially for unified

Cited by 0SourceScholar