Hand detection ultrasound based application implemented on the FPGA platform

0573436 - ÚTIA 2024 PT eng C - Konferenční příspěvek (zahraniční konf.)
Likhonina, Raissa - Kadlec, Jiří - Uglickich, Evženie
Hand detection ultrasound based application implemented on the FPGA platform.
Book of abstracts. 6th International Caparica Conference on Ultrasonic-based applications from analysis to synthesis. Portugal: PROTEOMASS Scientific Society, 2023, s. 107-107. ISBN 978-989-53350-8-4.
[Ultrasonics 2023. Caparica (PT), 26.06.2023-29.06.2023]
Grant ostatní: ECSEL(XE) 101007321
Institucionální podpora: RVO:67985556
Klíčová slova: hand detection * FPGA platform * noise cancellation * RLS algorithms
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

The research is devoted to the QRD RLS Lattice algorithm supplemented with hypothesis testing and based on a noise cancellation technique. It is based on Bayesian approach for system identification. The approach has been applied for a hand detection problem solution using real data from an ultrasound microphone. The algorithm was implemented in parallel on the HW platform of Xilinx Zynq Ultrasound+ device with a quad-core ARM Cortex A53 processor and FPGA programmable logic.
Trvalý link: https://hdl.handle.net/11104/0344731