Bachelor Thesis – Radar Algorithms

Axis Communications; Lunds kommun; On-site; SEK 190,000 - 279,000; Full time

Job summary

Axis Communications in Lund invites motivated Bachelor’s students to join the Radar Algorithms team for a thesis project. You will shape a research question and collaborate with team members to develop radar-based algorithms that perform in real-world conditions.

Working with real radar data (and possibly camera data), you will review literature, implement methods, and evaluate performance. Supervision is provided by a Radar Algorithm Developer, and proposals can be pursued in pairs.

Qualifications

• Bachelor’s student in Engineering Physics, Mathematics, Computer Science or related field.
• Experience with Python and data analysis.
• Interest in AI, sensor fusion, radar systems, and autonomous perception.
• Working ability to communicate in English, the working language for this thesis.

Responsibilities

• Review relevant research to understand current approaches and gaps.
• Work with real-world radar data and possibly camera data.
• Develop and implement algorithms addressing the research question.
• Evaluate solutions and document limitations.

Skills

Machine learning

Computer vision

Robotics

Python

Data analysis

English communication

AI interest

Education

Bachelor’s student in Engineering Physics / Mathematics / Computer Science

Tools

Python

Job description

Job TitleBachelor Thesis – Radar AlgorithmsJob DescriptionWant to help radar understand the real world a little better? Join the Radar Algorithms team at Axis Communications in Lund for your bachelor's thesis. You'll explore and develop algorithms that improve how radar systems detect, classify, interpret or track objects in real-world environments. Together with the team, you'll shape a research question that fits your interests and background.CategoryPhysics, Mathematics, StatisticsScope15 credits, one or two students, full-time or half-timeYour future teamYou'll join the Radar Algorithms team at our headquarters in Lund. During the thesis, a Radar Algorithm Developer from the team will supervise you. This isn't a fixed project description that you just carry out. We see it as one shared opportunity within radar algorithms. You and the team will refine the research question and scope together, so the final project matches both what you're curious about and what you're good at.What you'll exploreThe thesis covers developing algorithms for radar systems working in real-world conditions, specifically:Clutter and false detection suppression: reducing unwanted detections, including those caused by waves or swaying objectsWhat you'll do as a thesis studentDepending on the direction you choose, your work may include:Reviewing relevant research to understand current approaches and where they fall shortWorking with real-world radar data, and possibly camera dataDeveloping and implementing algorithms that address your research questionEvaluating how well your solutions perform, and being clear about their limitationsWho we're looking forYou're a Bachelor's student who enjoys turning theory into algorithms that work on real, messy data. You might be studying Engineering Physics, Mathematics, Computer Science or another field. We prefer applications in pairs, so please state in your application if you’re applying with someone else.We'd love to hear that you haveKnowledge from relevant fields, such as machine learning, computer vision, robotics, or a related field.Experience with Python and data analysis.Interest in AI, sensor fusion, radar systems, and autonomous perception.A working ability to communicate in English, the working language for this thesisIf this sounds exciting but you're not sure you tick every box, we still encourage you to get in touch.OK, I am interested! What do I do now?You are valuable to us – how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.Applications are accepted in both Swedish and English, and you apply via the proposal advert.The announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.When the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.Please attach your CV and University/College grade summary.Do you have questions, or want to talk through possible thesis directions before you apply?Contact Anna Svensson at [e-mail] .Type of EmploymentThesis Worker (Fixed Term)Posting End Date2028-11-27Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.About Axis CommunicationsWe enable a smarter and safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.With around 6,000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.Let´s create a smarter and safer worldFor more information about Axis, please visit our website www.axis.com .Listen to Axis Communications Playlist