An FPGA implementation of the KNN algorithm for detecting single-event-latchup in satellite payloads

• Main Author: Zou, Pengze
• Other Authors: Chang Joseph
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/164861
• Institution: Nanyang Technological University

This dissertation presents the implementation of the K-nearest neighbors (KNN) algorithm realized in a Field Programmable Gate Array (FPGA) for detecting the Single-Event-Latchup (SEL) phenomenon in electronic devices in satellite systems. SEL is a Single-Event-Effect (SEE) from irradiation – a high...