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Panfeng Huang

21 accepted papers

2026

Continuous Gaussian Process Pre-Optimization for Asynchronous Event-Inertial Odometry

RA-L 2026

Event cameras, as bio-inspired sensors, are asynchronously triggered with high-temporal resolution compared to intensity cameras. Recent work has focused on fusing the event measurements with inertial measurements to enable ego-motion estimation in high-speed and HDR environments. However, existing

Cited by 5SourcecodeScholar
2026

Continuous Gaussian Process Pre-Optimization for Asynchronous Event-Inertial Odometry

ICRA 2026poster

Event cameras, as bio-inspired sensors, are asynchronously triggered with high-temporal resolution compared to intensity cameras. Recent work has focused on fusing the event measurements with inertial measurements to enable ego-motion estimation in high-speed and HDR environments. However, existing …

2026

STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving

RA-L 2026

Driving style refers to the behavioral preferences that drivers maintain during driving, shaped by their diverse experiences, habits, and needs, and is typically reflected in varying levels of aggressiveness. If humans choose to use autonomous driving systems, they would expect the driving style of

Cited by 0SourcecodeScholar
2026

STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving

ICRA 2026poster

Driving style refers to the behavioral preferences that drivers maintain during driving, shaped by their diverse experiences, habits, and needs, and is typically reflected in varying levels of aggressiveness. If humans choose to use autonomous driving systems, they would expect the driving style of …

2025

Semantic-Geometric-Physical-Driven Robot Manipulation Skill Transfer via Skill Library and Tactile Representation

IROS 2025

Developing general robotic systems capable of manipulating in unstructured environments is a significant challenge, particularly as the tasks involved are typically long-horizon and rich-contact, requiring efficient skill transfer across different task scenarios. To address these challenges, we prop

Cited by 1SourcecodeScholar
2025

VDTF-ACT: ACT-based Multimodal Space Fine Manipulation Method with Visual Depth Tactile Fusion

IROS 2025

Autonomous fine manipulation in space for orbital assembly continues to present a critical challenge in the field of aerospace engineering. Under low-gravity conditions, during satellite manipulator operations on free-floating objects, the absence of significant gravitational forces and friction con

Cited by 0SourcecodeScholar
2024

Aligning Human Intent From Imperfect Demonstrations With Confidence-Based Inverse Soft-Q Learning

RA-L 2024

Imitation learning attracts much attention for its ability to allow robots to quickly learn human manipulation skills through demonstrations. However, in the real world, human demonstrations often exhibit random behavior that is not intended by humans. Collecting high-quality human datasets is both

Cited by 4SourcecodeScholar
2024

Asynchronous Event-Inertial Odometry using a Unified Gaussian Process Regression Framework

IROS 2024poster

Recent works have combined monocular event camera and inertial measurement unit to estimate the SE(3) trajectory. However, the asynchronicity of event cameras brings a great challenge to conventional fusion algorithms. In this paper, we present an asynchronous event-inertial odometry under a unified…

Cited by 2SourceScholar
2024

Global Terminal Sliding Mode Control of Tethered Satellites Formation with Chattering Reduction via PID Laws

ICRA 2024poster

This paper researches a novel global terminal sliding mode control(GTSMC) on a tethered satellites system(TSS) under outer disturbances, and the effect of PI/PD compensation in restraining chattering on sliding surface is appended. By taking advantage of the finite-time convergence of traditional te…

Cited by 0SourceScholar
2024

Self-reconfiguration Strategies for Space-distributed Spacecraft

IROS 2024poster

This paper proposes a distributed on-orbit spacecraft assembly algorithm, where future spacecraft can assemble modules with different functions on orbit to form a spacecraft structure with specific functions. This form of spacecraft organization has the advantages of reconfigurability, fast mission…

Cited by 0SourceScholar
2024

Tactile Active Inference Reinforcement Learning for Efficient Robotic Manipulation Skill Acquisition

IROS 2024poster

Robotic manipulation holds the potential to replace humans in the execution of tedious or dangerous tasks. However, control-based approaches are not suitable due to the difficulty of formally describing open-world manipulation in reality, and the inefficiency of existing learning methods. Therefore,…

Cited by 1SourceScholar
2024

Visual-Tactile Perception Based Control Strategy for Complex Robot Peg-in-Hole Process via Topological and Geometric Reasoning

RA-L 2024

Peg-hole-insertion processes of diverse shapes are typical contact-rich tasks, which need the accurate representation of object's shape, pose, and peg-hole contact states. The visual-tactile sensor can perceive the relative moving trend between the gripper and the grasped object, which could be appl

Cited by 10SourceScholar
2022

Monocular Visual-Inertial Sensing of Unknown Rotating Objects: Observability Analyses and Case Study for Metric 3D Reconstructing of Space Debris

RA-L 2022

The fusion of a monocular camera and an inertial sensor (i.e., IMU) can help the autonomous navigation ability of a mobile robot, as well as obtain the environmental information. However, it is difficult to adapt the fusion for dynamic objects. Although several recent studies have tracked or even re

Cited by 10SourceScholar
2021

Pheromone-Diffusion-based Conscientious Reactive Path Planning for Road Network Persistent Surveillance

ICRA 2021poster

Road Network Persistent Surveillance Problem (RPSP) involves path planning for an unmanned ground vehicle (UGV) with detection ability to timely detect the events randomly occurred. The road network is formed by edges and weighted viewpoints, where the UGV must move along the edges. The existing met…

Cited by 6SourceScholar
2021

Self-Triggered Based Coordinate Control With Low Communication for Tethered Multi-UAV Collaborative Transportation

RA-L 2021

In this letter, a self-triggered based coordinate control scheme with low communication requirements is investigated for a team of unmanned aerial vehicles (UAVs) collaboratively transporting a suspended payload. In most existing research on collaborative transportation, the limited communication ab

Cited by 43SourceScholar
2020

Autonomous Obstacle Avoidance for UAV based on Fusion of Radar and Monocular Camera

IROS 2020poster

UAVs face many challenges in autonomous obstacle avoidance in large outdoor scenarios, specifically the long communication distance from ground stations. The computing power of onboard computers is limited, and the unknown obstacles cannot be accurately detected. In this paper, an autonomous obstacl…

Cited by 45SourceScholar
2016

Cellular space robot and its interactive model identification for spacecraft takeover control

IROS 2016poster

Facing the new challenges of the spacecraft developing, the concept of cellular space robot (CSR) for both space-craft system construction and on-orbit operation is presented in this paper. The system description and design principles are introduced to ensure the flexibility of the system. And dynam…

Cited by 16SourceScholar
2016

Pose estimation of a rigid body and its supporting moving platform using two gyroscopes and relative complementary measurements

IROS 2016poster

We present a drift-free pose estimation scheme for rigid body and its supporting platform by fusing only two gyroscopes and the relative complementary measurements. The fusion design not only provides robust relative attitude estimation between the rigid body and the platform, but also is capable of…

Cited by 5SourceScholar