Signal eye pattern evaluation method and device, electronic equipment and storage medium

• Main Authors: QIN XIAONING, HOU SHAOZHENG, WANG XUEMEI, HU YUANMING
• Format: Patent
• Language: Chinese; English
• Published: 23.02.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention discloses a signal eye pattern evaluation method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a plurality of signal eye pattern samples to generate a training set, randomly selecting a part of samples in the training set as an initial training set, labeling the label of each sample in the initial training set, and obtaining a plurality of signal eye pattern samples; performing initial training on an LSTM model by using the labeled initial training set, determining an entropy value of each unlabeled sample, selecting a part of unlabeled samples for labeling, performing iterative training on the LSTM model by using the labeled training set until the number of labeling rounds of the training set meets a preset threshold value, and taking the LSTM model as a signal eye pattern evaluation model. And evaluating the target signal eye diagram by using the signal eye diagram evaluation model. According to the technical scheme of the embodiment of th