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Lingpeng Chen

4 accepted papers

2026

Provably Guaranteed Polytopic Uncertainty Quantification for SLAM

RSS 2026poster

In safety-critical robotics applications, guaranteed and practical uncertainty quantification (UQ) in perception is vital. Many existing works either offer no formal containment guarantee, rely on restrictive modeling assumptions, or focus only on pose estimation rather than a complete SLAM pipeline…

Cited by 0SourceScholar
2026

SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping

ICRA 2026poster

Accurate 3D reconstruction in visually-degraded underwater environments remains a formidable challenge. Single-modality approaches are insufficient: vision-based methods fail due to poor visibility and geometric constraints, while sonar is crippled by inherent elevation ambiguity and low resolution.…

2025

BESTAnP: Bi-Step Efficient and Statistically Optimal Estimator for Acoustic-n-Point Problem

RA-L 2025

We consider the acoustic-n-point (AnP) problem, which estimates the pose of a 2D forward-looking sonar (FLS) according to <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$n$</tex-math></inline-formula> 3D-2D point c

Cited by 1SourcecodeScholar
2025

Distributed Multi-Robot Source Seeking in Unknown Environments with Unknown Number of Sources

ICRA 2025

We introduce a novel distributed source seeking framework, DIAS, designed for multi-robot systems in scenarios where the number of sources is unknown and potentially exceeds the number of robots. Traditional robotic source seeking methods typically focused on directing each robot to a specific stron

Cited by 1SourceScholar