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.
| Original language | English |
|---|---|
| Article number | 5582158 |
| Pages (from-to) | 404-412 |
| Number of pages | 9 |
| Journal | IEEE Sensors Journal |
| Volume | 11 |
| Issue number | 2 |
| DOIs | |
| State | Published - 2011 |
| Externally published | Yes |
Keywords
- Agent-based simulation
- Boids
- Cognitive sensors
- Complex adaptive environment
- FABS
- Flocking
- Formal specification
- Modeling
- Proximity sensing
- Self organization
- Wireless sensor networks
ASJC Scopus subject areas
- Instrumentation
- Electrical and Electronic Engineering
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