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Stream-Based Perception for Agents on Mobile Devices

  • Jeremias DötterlEmail author
  • Ralf Bruns
  • Jürgen Dunkel
  • Sascha Ossowski
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11327)

Abstract

Multi-Agent Systems (MAS) lack advanced concepts for data stream processing, which inhibits their effective use in mobile ecosystems, where built-in smartphone sensors can provide valuable data about the current physical environment of the mobile user. With beliefs, plans, and goals, cognitive agent frameworks provide useful abstractions for the development of complex systems but do not contain effective mechanisms to sufficiently bridge the abstraction gap that exists between low-level streaming data and high-level percepts. The main contribution of this paper is an enhanced perception approach, which integrates two new abstractions, namely expectations and interpretations, into the commonly used perceive-deliberate-act cycle. Expectations and interpretations address the challenges of sensor data and provide higher-level knowledge to the agent’s deliberation, which allows mobile agents to make situation-aware decisions in dynamically changing environments.

Keywords

Multi-Agent Systems Data stream processing Mobile computing Agent perception 

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Jeremias Dötterl
    • 1
    Email author
  • Ralf Bruns
    • 1
  • Jürgen Dunkel
    • 1
  • Sascha Ossowski
    • 2
  1. 1.Department of Computer ScienceHannover University of Applied Sciences and ArtsHannoverGermany
  2. 2.CETINIAUniversity Rey Juan CarlosMadridSpain

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