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Hi, I'mTzu Yu Tseng

R&D Engineer

R&D Engineer at SmartAvatar | Master's & Bachelor's degree in Computer Science and Engineering | 2 yrs industrial experience

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// About Me

Know Who I Am

I hold a Master's and Bachelor's degree in Computer Science and Engineering. My research focuses on 5G and Non-Terrestrial Networks (NTNs) communication technologies, with a specific emphasis on beam acquisition and tracking for low-Earth orbit (LEO) satellite communication systems. In addition to my academic background, I completed a one-year internship at the Industrial Technology Research Institute (ITRI) in Taiwan. Prior to my graduate studies, I also accumulated approximately two years of industry experience working as an Assistant Engineer in Taiwan’s company. I am currently a Doctoral Candidate in the ISAC-NEWTON recruited by SmartAvatar B.V. My research interests include intelligent communication, AI-driven sensing, and secure cyber-physical systems.

Delft, Netherlands

Work Experience Held

Projects Built

Skills Mastered

// skills

Skills

PythonMatlabC#

// projects

My Projects

Selected works demonstrating craftsmanship and depth

Project_01

Beam Acquisition and Tracking for LEO Communication Systems: A Learning based Kalman Filter Approach

A method is proposed that combines the Kalman filter and long short-term memory model to estimate the position of a LEO satellite using two-line element and the global navigation satellite system information, aiming to improve satellite tracking accuracy. This method is applied to beam acquisition and tracking, effectively reducing beam search time and maximizing the signal-to-noise ratio. Experimental results demonstrate that the proposed approach outperforms traditional methods in satellite position and beam direction prediction accuracy while significantly reducing search time.

// work experience

My Work Experience

Jul 2022 - Jun 2023

Intern

Industrial Technology Research Institute

1. Patent design and related simulation analysis for the beam acquisition and beam tracking enhancement mechanism of LEO satellite communication 2. Simulation analysis of data transmission rate for LEO satellite communication

May 2021 - Sep 2021

Assistant Engineer

Mirle

1. Develop the middleware for the AGV and OHT. 2. Participate in the design of the logic of the dispatching system and troubleshooting.

Jul 2019 - Oct 2020

Assistant Engineer

ShuzTung

1. Communication and coordination: Communicate and coordinate machine functions and specifications with customers and R&D personnel. 2. Specification planning: According to different machine functions and customer needs, plan a document to unify SECS communication specifications. 3. Program development and testing: Develop the middleware which complies with SECS and test its functions. 4. Software operation and maintenance: Observe the operation status of the software after it is online, and maintain it regularly. Also, make changes according to customer needs if necessary. 5. Equipment selection: Choose a suitable CCD according to the machine's functions and specifications. 6. Image analysis: According to the machine function, analyze the obtained image to confirm the quality of the product.

// education