Tianxiang Zhang ๐Ÿ–
Tianxiang Zhang

M.S. Student | Robotics, SLAM

About Me

Interests
  • Multi-Sensor SLAM
  • 3D Reconstruction
  • Robotics
Education
  • M.S. in Computer Application Technology

    Wuhan University

  • B.S. in Electronic Engineering

    Wuhan University

Selected Publications
AS-LIO: Spatial Overlap Guided Adaptive Sliding Window LiDAR-Inertial Odometry for Aggressive FOV Variation

AS-LIO: Spatial Overlap Guided Adaptive Sliding Window LiDAR-Inertial Odometry for Aggressive FOV Variation

๐Ÿฆพ IROS 2024 ยท Oral Presentation

๐Ÿ”ธAS-LIO is the first framework that evaluates pointcloud’s Spatial Overlap Degree (SOD) to perceive FOV variation and adaptively adjusts the frequency for challenging motion scenario.

AC-LIO: Towards Asymptotic and Consistent Convergence in LiDAR-Inertial Odometry

AC-LIO: Towards Asymptotic and Consistent Convergence in LiDAR-Inertial Odometry

๐Ÿ”ธThe asymptotic compensation is used to promote consistent convergence during Iterative ESKF.
๐Ÿ”ธA convergence criteria from point-plane residuals is to control backpropagation.

Other Publications
(2024). Strong Robust LIO System Based on Event Camera Assistance. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 10, 477-484.
(2024). Multi-level localization trajectory alignment and repairing in complex environment. International Journal of Applied Earth Observation and Geoinformation, 131, 103945.
(2023). Pedestrian Gait-Enhanced LINS: A Robust, IMU-Centric LiDAR-Inertial Navigation System for Pedestrian. Submit to IEEE Sensors Journal.
Awards & Honors
Intel Cup Undergraduate Electronic Design Contest
๐Ÿฅ‡ National 1st Prize
ESDC ∙ Aug 2022
The Interdisciplinary Contest in Modeling(ICM)ยฎ
๐Ÿ† Outstanding Winner & AMS Award
COMAP ∙ May 2022
The 2nd Chinese Association of Automation Postgraduate Academic Symposium
๐Ÿ† Best Poster Award
CAA ∙ Sep 2024
Outstanding Graduate Student
๐ŸŽ“ Top 10% in total graduates
Wuhan University ∙ Jun 2023
Future Star of Electronic Information School(EIS)
๐ŸŽ“ Only 10 selected annually in EIS
EIS, Wuhan University ∙ Jun 2023
Innova Award for Undergraduate Innovation Achievement
๐ŸŽ“ Only 17 selected annually in campus
Charles Huang Foundation & Wuhan University ∙ Apr 2022
Liu Daoyu Presidential Scholarship
๐ŸŽ“ Only 36 selected annually in campus
Wuhan University ∙ Jun 2022
Revitalization Cup College Football Competition
๐Ÿฅ‡โšฝ Team 1st place
Wuhan University ∙ Jun 2021

Intern

  1. Autopilot Algorithm Engineer

    Research Institute, MEGVII Technology (Shanghai)

    Automated Valet Parking (AVP):

    • Responsible for the localization and perception modules for vehicles in AVP scenarios. Fusing fisheye cameras, wheel odometry and IMU to enable real-time, high-precision positioning for safe AVP.

Education

  1. M.S. in Computer Application Technology

    Wuhan University
    • Supervisor: Prof. You Li
    • Research interests: Multi-Sensor SLAM, 3D Reconstruction, Robotics
  2. B.S. in Electronic Engineering

    Wuhan University

    GPA: 3.9/4.0 (Top 10% in program)

    • Specialization: Electronic Information Engineering
    • Courses included: Signal & System, Robotics, Artificial intelligence, Embedded System, Image Analysis, etc.