Resource Management in Distributed Camera Systems
Författare
Summary, in English
Paper I proposes an approach to estimate the amount of data needed by surveillance cameras given camera and scenario parameters. This model is used for calculating the quasi Worst-Case Transmission Times of videos over a network. Papers II and III apply control concepts to camera network storage and bandwidth assignment. They provide simple, yet elegant solutions to the allocation of these resources in distributed camera systems. Paper IV com- bines pricing theory with control techniques to force the video quality of cam- era systems to converge to a common value based solely on the compression parameter of the provided videos. Paper V uses the VCG auction mechanism to solve the storage space allocation problem in competitive camera systems. It allows for a better system-wide visual quality than a simple split allocation given the limited system knowledge, trust and resource constraints.
Avdelning/ar
Publiceringsår
2022-05-09
Språk
Engelska
Fulltext
Dokumenttyp
Doktorsavhandling
Förlag
Department of Automatic Control, Lund Institute of Technology, Lund University
Ämne
- Control Engineering
Status
Published
Handledare
- Karl-Erik Årzén
- Mikael Lindberg
- Martina Maggio
ISBN/ISSN/Övrigt
- ISBN: 978-91-8039-187-0
- ISBN: 978-91-8039-188-7
Försvarsdatum
3 juni 2022
Försvarstid
10:15
Försvarsplats
Lecture hall C, building KC4, Naturvetarvägen 18, Lund. Zoom: https://lu-se.zoom.us/webinar/65196132144
Opponent
- Lukas Esterle (Associate Professor)