Master of Science Thesis Worker at Aptiv Gothenburg: Automotive Communication Technologies

2 months ago


Gothenburg, Västra Götaland, Sweden Aptiv Full time
Job Description

Aptiv's Thesis Work Opportunity in Automotive Communication Technologies

Aptiv is offering a thesis work opportunity for final-year Master's students with an interest in embedded software development and signal processing, and a background in Computer Science and Electrical Engineering. The successful candidate will work on a six-month project contributing to the advancement of automotive communication technologies.

Project Overview

The project involves exploring the world of automotive technology and working on cutting-edge research projects. The thesis work will be aligned with Aptiv's business-critical areas, allowing the student to contribute to the company's mission of providing safe, sustainable, and personalized transportation solutions.

Research Focus

The research focus of this thesis work is on the application of machine learning methods in room impulse response estimation and equalization filters optimization within automotive. The student will investigate the use of machine learning techniques to improve the perceived sound quality in a listening environment influenced by acoustical/geometrical factors.

Key Responsibilities
  • Study state-of-the-art literature relevant to room impulse response estimation and equalization filters optimization
  • Select and implement suitable machine learning methods for RIR estimation and EQ filter optimization
  • Perform measurements of different rooms/cabins to model/tune the RIR estimation models
  • Evaluate and compare the performance of the selected RIR methods and EQ filters
Requirements

The ideal candidate should have a strong background in Computer Science and Electrical Engineering, with a focus on embedded software development and signal processing. Proficiency in Python and machine learning frameworks is required.

What We Offer

Aptiv offers a dynamic and innovative work environment, with access to cutting-edge resources and facilities. The successful candidate will have the opportunity to work on a real-world project, contributing to the advancement of automotive communication technologies.



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