Analyzing Bit Error Propagation in Multilayer Communication Networks: Codebook Method to Combine TMR and Hamming
Year: 2024
Type: conference-paper
Abstract: This paper explores the integration of error detection and correction mechanisms in a multilayer communication network to reveal the benefits of transmitting warnings about potential bit errors. We introduce a novel decoding technique for Hamming codes, termed the codebook method, which utilizes information from other layers to enhance decoding accuracy and minimize False Positive (FP). However, the effectiveness of this method relies upon the quality of the detector. Additionally, we investigate the potential of a hybrid approach by integrating the Hamming decoder with the codebook method, which shows promising results in reducing FP but may compromise performance in terms of False Negative (FN), particularly in safety-critical systems.
Authors: Mohammad Kameli, Davy Pissoort, Tim Claeys
Institution: KU Leuven
Language: English
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4403759334