Context-based Information Fusion: A survey and discussion Articles uri icon

publication date

  • septiembre 2015

start page

  • 16

end page

  • 31

volume

  • 25

international standard serial number (ISSN)

  • 1566-2535

electronic international standard serial number (EISSN)

  • 1872-6305

abstract

  • This survey aims to provide a comprehensive status of recent and current research on context-based Information Fusion (IF) systems, tracing back the roots of the original thinking behind the development of the concept of "context". It shows how its fortune in the distributed computing world eventually permeated in the world of IF, discussing the current strategies and techniques, and hinting possible future trends. IF processes can represent context at different levels (structural and physical constraints of the scenario, a priori known operational rules between entities and environment, dynamic relationships modelled to interpret the system output, etc.). In addition to the survey, several novel context exploitation dynamics and architectural aspects peculiar to the fusion domain are presented and discussed.

keywords

  • context; information fusion; survey; state-of-the-art; architectural aspects