Title :
Concepts for entropy-aware image transport over energy-limited, ad-hoc networks
Author :
Ali, Shady ; Graff, Claus ; Morris, D.S.
Author_Institution :
US ARMY RDECOM/CERDEC, Fort Monmouth, NJ
Abstract :
This paper is a work-in-progress report of an investigation into the transport of still images over energy-limited, ad-hoc, sensor networks with the goal of maximizing the end-to-end throughput of image entropy (in the Shannon sense), while minimizing image distortion and the energy consumed by the network, over some mission duration. We report the progress made during the first year of this investigation. This report provides a first order, algebraic model for energy usage and entropy calculation, several entropy based routing options, with an approach to obtaining an optimal solution through simulation. In addition, the report discusses issues in image entropy measurement, distortion measurement, and image compression
Keywords :
ad hoc networks; distortion measurement; image coding; maximum entropy methods; routing protocols; visual communication; wireless sensor networks; Shannon image entropy; end-to-end throughput maximization; energy-limited ad-hoc networks; entropy based routing; entropy-aware still image transport; image compression; image distortion measurement; image distortion minimization; image entropy measurement; routing algorithms; wireless sensor networks; Ad hoc networks; Battery charge measurement; Distortion measurement; Entropy; Image coding; Image sensors; Pixel; Routing; Spread spectrum communication; Throughput;
Conference_Titel :
Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-7803-8854-2
DOI :
10.1109/SARNOF.2005.1426499