Essays about: "ericsson learning"

Showing result 16 - 20 of 109 essays containing the words ericsson learning.

1. 16. Beamformed Channel Matrix Positioning using 5G Testbench CSI data with a Deep-Learning Pipeline

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Andre Ráth; [2022]
   Keywords : 5G; Deep Learning; Positioning; Channel State Information; CSI; Deep-learning; neural-network; particle-filter; particle; filter; Channel Matrix; Beamformed Channel Matrix; localization; real-world; data-driven; 5G testbench; basestation; Technology and Engineering;

   Abstract : Within the telecommunications industry, a positioning system for estimating user equipment (UE) location using purely information available for the basestation has an enormous number of potential uses. The link between physical position and the network channel state enables potential positioning systems to function by under- standing the network channel state dependency on location, using a model-based, data-based, or a combined approach. READ MORE

3. 17. Root Cause Analysis and Classification for Firewall Log Events Using NLP Methods

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tongxin Wang; [2022]
   Keywords : Log Analysis; BERT; Natural Language Processing; Log Classification; Transformers; Log Analysis; BERT; Naturligt språk-behandling; Log-Klassificering; Transformers;

   Abstract : Network log records are robust evidence for enterprises to make error diagnoses. The current method of Ericsson’s Networks team for troubleshooting is mainly by manual observation. However, as the system is getting vast and complex, the log messages show a growth trend. READ MORE

4. 18. Pre-classification of Hairy Cells Using Supervised Contrastive Learning

   University essay from Lunds universitet/Matematik LTH

   Author : Alexia Han; Rebecca Schömer Ericsson; [2022]
   Keywords : supervised contrastive learning; hairy cells; abnormal lymphocytes; deep learning; Cellavision; Xception; artificial neural network; convolutional neural networks; Mathematics and Statistics;

   Abstract : Differential of the peripheral blood is an important tool when assessing blood-related diseases. Lymphocytes are part of the immune system and morphological changes thereof should raise attention. READ MORE

5. 19. Investigating Machine Learning for verification of AMBA APB protocol.

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Abhiram Srisai Kishore; Mohammed Wasim; [2022]
   Keywords : Machine learning; SOC Verification; AMBA; Neural Networks; Deep Learning; Assertions.; Technology and Engineering;

   Abstract : It is a well-known fact that in any Application Specific Integrated Circuit (ASIC) design, verification consumes most time and resources. And when it comes to huge designs, finding bugs can be tedious given the area and the complexity. As per Moore’s law, the design complexity is increasing exponentially due to the growing demand for performance. READ MORE

6. 20. Integrating Telecommunications-Specific Language Models into a Trouble Report Retrieval Approach

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Nathan Bosch; [2022]
   Keywords : information retrieval; neural ranking; trouble reports; log analysis; natural language processing; informationssökning; neural rangordning; felrapporter; logganalys; naturlig språkbehandling;

   Abstract : In the development of large telecommunications systems, it is imperative to identify, report, analyze and, thereafter, resolve both software and hardware faults. This resolution process often relies on written trouble reports (TRs), that contain information about the observed fault and, after analysis, information about why the fault occurred and the decision to resolve the fault. READ MORE