Search for dissertations about: "Svetlana Bizjajeva"

Found 1 swedish dissertation containing the words Svetlana Bizjajeva.

2. 1. Sequential Monte Carlo Methods with Applications to Positioning and Tracking in Wireless Networks

   Author : Svetlana Bizjajeva; Matematisk statistik; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; positioning; state-space models; SMCM; particle filtering;

   Abstract : This thesis is based on 5 papers exploring the filtering problem in non-linear non-Gaussian state-space models together with applications of Sequential Monte Carlo (also called particle filtering) methods to the positioning in wireless networks. The aim of the first paper is to study the performance of particle filtering techniques in mobile positioning using signal strength measurements. READ MORE