MA_eng

Browse all posts in the MA_eng category.

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19AUG 2025
MA
Artificial Neural Networks (ANNs) Modeling of Acoustic Wave Resonators and Filters
Description: This thesis explores the application of artificial neural networks (ANNs) as surrogate models for simulating and designing high-Q piezoelectric acoustic wave resonators and filters. Traditional modeling techniques such as finite element methods or analytical approaches can be computationally intensive or limited in scope. ANNs offer a data-driven alternative that can learn complex electroacoustic behaviors […]Description: This thesis explores the application of artificial neural networks (ANNs) as surrogate models for simulating and designing high-Q piezoelectric acoustic wave resonators and filters. Traditional modeling techniques such as finite element methods or analytical approaches can be computationally intensive or limited in scope. ANNs offer a data-driven alternative that can learn complex electroacoustic behaviors […]
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09APR 2025
MA_eng
Development of RF fingerprinting methods for radio transmitters
Description Radio Frequency (RF) Fingerprinting offers the potential for rapid authentication of communication partners in future wireless communication systems. Potential application areas include mobile communications and radar applications. Other hardware-based methods, such as Physically Unclonable Functions (PUF), are related to RF Fingerprinting. The characteristics that enable RF Fingerprinting are tied to the respective RF hardware […]Description Radio Frequency (RF) Fingerprinting offers the potential for rapid authentication of communication partners in future wireless communication systems. Potential application areas include mobile communications and radar applications. Other hardware-based methods, such as Physically Unclonable Functions (PUF), are related to RF Fingerprinting. The characteristics that enable RF Fingerprinting are tied to the respective RF hardware […]
Read more about Development of RF fingerprinting methods for radio transmitters