Thesis – Exploring Wi-Fi Sensing for Future Intercom Applications

Axis Communications; Lunds kommun; Presencial; SEK 100 000 - 134 000; Tempo integral

Resumo da oferta

Axis Communications invites thesis students to explore Wi‑Fi sensing for future intercom applications. The project includes studying CSI and developing a suitable experimental platform using Axis devices, external Wi‑Fi modules, or a Raspberry Pi-based setup.

The work focuses on developing presence detection to distinguish movement from continued presence, and evaluating requirements for future intercom integration with a hands-on, hardware‑driven approach.

Qualificações

• Students should be pursuing a master’s or bachelor’s degree in a relevant field.
• Interest in wireless sensing, signal processing, embedded software or ML.
• Hands-on approach with real hardware is valuable.

Responsabilidades

• Investigate radio measurements and build an experimental platform.
• Develop and evaluate presence detection for entrance scenarios.
• Implement a proof of concept and assess requirements for intercom integration.

Conhecimentos

Wireless sensing

Signal processing

Embedded software

Machine learning

Formação académica

Master’s program in Computer Science / Electrical Engineering / Engineering Physics

Bachelor students also considered

Ferramentas

Raspberry Pi platform

External Wi‑Fi module

Axis device (optional)

Descrição da oferta de emprego

Job TitleThesis – Exploring Wi-Fi Sensing for Future Intercom ApplicationsJob DescriptionCategoryWireless Communications, Machine Learning, and Embedded SystemsScope1-2 Master thesis students or 2 Bachelor thesis studentsBackgroundCould Wi-Fi help an intercom detect an approaching visitor or determine whether someone is still waiting nearby? Wi-Fi signals are affected by people and objects, and research shows that channel state information (CSI) can be used to explore presence detection without requiring people to carry a connected device.This thesis, hosted by the Intercom Product SW team, will investigate Wi-Fi sensing for future intercom applications. Since current intercoms lack native Wi-Fi, experiments may use a suitable Axis device, an external Wi-Fi module, or a Raspberry Pi-based platform. Access to useful radio measurements will be investigated at the start. The final scope will be shaped by hardware feasibility, initial experiments, and the students’ interests and background.GoalInvestigate available radio measurements and establish a suitable experimental platform.Develop and evaluate presence detection for entrance scenarios, distinguishing movement from continued presence, and considering false triggers.Implement a proof of concept and assess requirements for future intercom integration.Who are you?We welcome students interested in wireless sensing, signal processing, embedded software, or machine learning. You might be studying a master’s program in Computer Science, Electrical Engineering, Engineering Physics, or a related area. A systematic approach to experiments and an interest in working with real hardware are valuable.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.Who to contact for any questions regarding the position!Marie Åkesson, Engineering Manager, 046 272 1800Type of EmploymentThesis Worker (Fixed Term)Posting End Date2026-11-27Certain 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