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Master Thesis, 30 HP: Trust-Aware Distributed Data Fusion

Тип работы
project
Грейд
trainee
Английский
b2
Страна
Sweden
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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

hirify.global 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 hirify.global 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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