2 месяца назад
Master Thesis, 30 HP: Trust-Aware Distributed Data Fusion
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Master Thesis, 30 HP: Trust-Aware Distributed Data Fusion (Data Fusion/Machine Learning): Investigating dynamic trust estimation and trust-aware fusion of state estimates exchanged between multiple platforms with an accent on unknown correlations, time-varying source reliability, and deceptive information. Focus on developing and simulating trust and fusion models, evaluating resilience and recovery, and analyzing computational, communication, and explainability requirements.
Location: Linköping, Sweden
Company
is a defense and security company developing advanced systems for aeronautics, weapons, command and control, sensors, and underwater operations.
What you will do
- Investigate trust-aware distributed data fusion for state estimates and tracks exchanged between multiple platforms.
- Study methods for dynamically estimating the trustworthiness of information sources.
- Develop and implement trust models and distributed fusion algorithms.
- Evaluate the methods through simulations in representative multi-platform scenarios.
- Assess estimation accuracy, resilience to unreliable or manipulated information, recovery, computational and communication requirements, and explainability.
Requirements
- Be in the final stage of a master's program in Applied Physics and Electrical Engineering or an equivalent field.
- Be ready to begin a 30 HP master's thesis project.
- Have an interest in data fusion, target tracking, classification, machine learning, or cyber defense.
- Be prepared to work with theoretical analysis, modeling, coding, and simulation.
- Pass security vetting; additional citizenship obligations may apply for positions requiring security clearance.
Culture & Benefits
- Collaborate with experienced engineers and specialists in the Division of Mission Systems & Autonomy at Aeronautics.
- Receive support and guidance when translating theoretical knowledge into practical solutions.
- Contribute to research and development in distributed sensing, data fusion, autonomy, and resilient mission systems.
- Work on a research problem connected to future combat aircraft and mission capabilities.
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