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A Novel Agent-Based Simulation Framework for Sensing in Complex Adaptive Environments

delete2011-02-01
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OA
AI
M
Muaz A. Niazi *
A
Amir Hussain
DOI:10.1109/JSEN.2010.2068044delete
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Abstract

Abstract

En 中文
In this paper, we present a novel formal agent-based simulation framework (FABS). FABS uses formal specification as a means of clear description of wireless sensor networks (WSNs) sensing a complex adaptive environment. This specification model is then used to develop an agent-based model of both the WSN as well as the environment. As proof of concept, we demonstrate the application of FABS to a boids model of self-organized flocking of animals monitored by a random deployment of proximity sensors.
Keywords:
Agent-based simulation
boids
cognitive sensors
complex adaptive environment
FABS
flocking
formal specification
modeling
proximity sensing
self organization
wireless sensor networks

Journal

IEEE Sensors Journal cover
IEEE Sensors Journal
IF:
4.5
Papers:
2.1W
Citations:
7.3W

Organization

U
University of Stirling
Scholars:
3.7K
Papers: 4.2K
Citations: 5.8K