A Novel Agent-Based Simulation Framework for Sensing in Complex Adaptive Environments
Abstract
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.
- Publication:
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IEEE Sensors Journal
- Pub Date:
- February 2011
- DOI:
- Bibcode:
- 2011ISenJ..11..404N
- Keywords:
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- Agent-based simulation;
- boids;
- cognitive sensors;
- complex adaptive environment;
- FABS;
- flocking;
- formal specification;
- modeling;
- proximity sensing;
- self organization;
- wireless sensor networks