Aitia: Embedded ai techniques for embedded industrial applications

M Brandalero, M Ali, L Le Jeune… - … Conference on Omni …, 2020 - ieeexplore.ieee.org
New achievements in Artificial Intelligence (AI) and Machine Learning (ML) are reported
almost daily by the big companies. While those achievements are accomplished by fast and …

FPGA-based architectures for acoustic beamforming with microphone arrays: Trends, challenges and research opportunities

B Da Silva, A Braeken, A Touhafi - Computers, 2018 - mdpi.com
Over the past decades, many systems composed of arrays of microphones have been
developed to satisfy the quality demanded by acoustic applications. Such microphone …

Design Exploration and Performance Strategies towards Power‐Efficient FPGA‐Based Architectures for Sound Source Localization

B da Silva, L Segers, A Braeken, K Steenhaut… - Journal of …, 2019 - Wiley Online Library
Many applications rely on MEMS microphone arrays for locating sound sources prior to their
execution. Those applications not only are executed under real‐time constraints but also are …

M3-AC: a multi-mode multithread soc FPGA based acoustic camera

J Vandendriessche, B da Silva, L Lhoest, A Braeken… - Electronics, 2021 - mdpi.com
Acoustic cameras allow the visualization of sound sources using microphone arrays and
beamforming techniques. The required computational power increases with the number of …

CABE: A Cloud-Based Acoustic Beamforming Emulator for FPGA-Based Sound Source Localization

L Segers, J Vandendriessche, T Vandervelden… - Sensors, 2019 - mdpi.com
Microphone arrays are gaining in popularity thanks to the availability of low-cost
microphones. Applications including sonar, binaural hearing aid devices, acoustic indoor …

Xcycles backprojection acoustic super-resolution

F Almasri, J Vandendriessche, L Segers, B da Silva… - Sensors, 2021 - mdpi.com
The computer vision community has paid much attention to the development of visible image
super-resolution (SR) using deep neural networks (DNNs) and has achieved impressive …

Space-based computing platform based on SoC FPGA

S Yang, S Cao, J Wei, Y Zhao, H Han… - 2019 IEEE World …, 2019 - ieeexplore.ieee.org
The satellite communication network has the advantage of wide coverage and is one of the
important development directions of fifth generation network. The traditional satellite data …

Cloud-Based Acoustic Beamforming Emulator for FPGA-Based Sound Source Localization

L Segers, B da Silva, A Braeken… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Acoustic beamforming techniques are often used in applications involving microphone
arrays such as sonar, binaural hearing aid devices and acoustic indoor localisation. The …

[PDF][PDF] Towards Smart Acoustic Cameras for Simultaneous Sound Localization and Recognition

J Vandendriessche - 2024 - researchportal.vub.be
Acoustic cameras are devices that visualize sound by utilizing an array of microphones. The
signal from each microphone is combined using a beamforming algorithm to generate an …

[PDF][PDF] Method and Framework for IoT Nodes Self-Configuring with Cloud-Based Automatic Design and Synthesis Tools

V Melnyk, A Melnyk - 2024 - ceur-ws.org
The paper is dedicated to the latest trends in the development of architecture of IoT systems.
Special attention is paid to edge and fog computing paradigms which are becoming …