Essays about: "Daniel Wass"

Found 2 essays containing the words Daniel Wass.

1. 1. Transformer learning for traffic prediction in mobile networks

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

   Author : Daniel Wass; [2021]
   Keywords : Transformer; Attention; LSTM; Mobile traffic prediction.; Transformer; Attention; LSTM; Prediktering av mobil nätverkstrafik.;

   Abstract : The resources of mobile networks are expensive and limited, and as demand for mobile data continues to grow, improved resource utilisation is a prioritised issue. Traffic demand at base stations (BSs) vary throughout the day and week, but the capacity remains constant and utilisation could be significantly improved based on precise, robust, and efficient forecasting. READ MORE

3. 2. Machine Learning for Activity Recognition of Dumpers

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

   Author : Henrik Axelsson; Daniel Wass; [2019]
   Keywords : Civil engineering; earth-moving; dumper; machine learning; naive bayes; random forest; neural networks; smartphone sensors; accelerometer; gyroscope.;

   Abstract : The construction industry has lagged behind other industries in productivity growth rate. Earth-moving sites, and other practices where dumpers are used, are no exceptions. Such projects lack convenient and accurate solutions for utilization mapping and tracking of mass flows, which both currently and mainly rely on manual activity tracking. READ MORE