Our group focuses on research, development and implementation of advanced digital signal processing algorithms, mainly in the fields of adaptive control and audio processing. We build on our experience with statistics, namely with the Bayesian approach to system identification and modeling, as well as the relevant fields of linear algebra.
Our target platforms are Field Programmable Gate Arrays (FPGAs) and Digital Signal Processors (DSPs). We use Matlab/Simulink to specify, model and verify algorithms that we later convert and synthesize to HW. As such specialized solutions are likely to be used in embedded systems, we also research features that result in extremely fast execution, use small amount of memory, small chip area or low power consumption. We achieve this both through designing new or modifying existing DSP algorithms, and using architectural properties such as dynamic reconfiguration of FPGAs...
Presentation at the Embedded World 2023
Two Edge AI demonstrators were presented by our team during the Embedded World, 14 – 16 March 2023, at the Trenz Electronic booth (Hale 2, Stand 2-209). First demonstrator was an Edge AI person-posture-detection with Full HD video I/O. Second demonstrator was an Edge AI face-detection implemented with reduced-size data processing unit on Zynq Ultrascale device with minimal programmable logic area on low cost Trenz Electronic board. See some photos from the booth.
Listen2Future Kick-off meeting
The EU reseach project Listen2Future has started 1 February 2023. The project is financed by investments from industry, subsidies from the individual participating countries and the KDT JU program. The Kick-off meeting 1 and 2 February at Infineon in Villach was attended by all high-level project partners and also by Yves Gigase, the KDT JU Executive director. See Infineon Press Release.
StorAIge booth at EFECS 2022
EFECS 2022, the European Forum for Electronic Components and Systems was held 24 - 25 November 2022 in Amsterdam. At the StorAIge booth, our department had opportunity to show the latest demonstrator of edge AI pedestrian detection.
Demonstrators at the Embedded World 2022
In the frame of the StorAIge project, our department demonstrated the progress made in development of UTIA HW accelerators at the Embedded World 2022 trade fair from 21 to 23 June 2022 in Nuremberg, Germany.
Eclipse Arrowhead Ecosystem Webinar 30 March 14:00-16:00
Join an introductory webinar to learn about novel aproach to digital transformation tools with open systems that avoid vendor lock in.
Eclipse Arrowhead consists of what is needed for anyone to design, implement and deploy Automation System of Systems according to the concepts of Industry 4.0 and RAMI 4.0. The framework of Eclipse Arrowhead aims at enabling all of its users to work in a common and unified approach leading towards high levels of interoperability.
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Successful industrial collaboration within the Arrowhead Tools project
Our department collaborates with Arcelik, one of Europe’s largest producers and suppliers of household electrical products. In order to efficiently automate the testing process at Arcelik we develop a giga-sample data acquisition system serving as a smart oscilloscope that is capable of analyzing what it is measuring and sending the analyzed data securely to an Eclipse Arrowhead cloud.