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ABB Jokab Safety R&D department develops functional safety products for use in industrial applications to avoid injuries and deaths. The products that are developed must be free from systematic faults, which means that the development must be state of the art, follow applicable standards and undergo rigorous third parity reviews and tests.
The ABB Jokab Safety product range is very wide, covering emergency stops to advanced safety PLCs. The products mainly consist of mechanics, HW electronics and embedded SW.
Driven by the availability of cost-effective high-performance sensors, small-scale radar systems have become ubiquitous in many applications, such as private cars and industrial automation. Nevertheless, the use of radar in safety systems has so far been limited. Unprecedented functionality may be realized with a multi-sensor radar system utilized for fast and accurate surveillance.
This thesis targets the reliability of a safety radar system, by proposing and simulating a local constant false alarm rate (CFAR) processor module for detection of protected objects (typically a human being), using recursive neural network (RNN) techniques.
• Period: Start at the earliest 2020-01-01, end at the latest 2020-12-31.
• Scope: 30 ECTS for Master Thesis.
• Number of students: 1-2
• Location: The most part of the work should be performed on site in Kungsbacka, 27 km south of Gothenburg (good public transportations).
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