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

@article{Niazi2011ANA,
  title={A Novel Agent-Based Simulation Framework for Sensing in Complex Adaptive Environments},
  author={M. Niazi and A. Hussain},
  journal={IEEE Sensors Journal},
  year={2011},
  volume={11},
  pages={404-412}
}
  • M. Niazi, A. Hussain
  • Published 2011
  • Engineering, Computer Science, Physics
  • IEEE Sensors Journal
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… Expand
83 Citations
Sensing Emergence in Complex Systems
  • 24
  • PDF
WSN simulation model with a complex systems approach
  • 2
Towards modeling complex wireless sensor networks using agents and networks: A systematic approach
  • 8
Architecture of an MAS-Based Intelligent Communication in a WSN
  • 3
A Gaussian function model for simulation of complex environmental sensing
  • Q. Chaudhry
  • Computer Science
  • Complex Adapt. Syst. Model.
  • 2015
  • 5
  • Highly Influenced
Modeling the internet of things: a hybrid modeling approach using complex networks and agent-based models
  • 34
A theoretical formalism for analyzing agent-based models
  • M. North
  • Computer Science
  • Complex Adapt. Syst. Model.
  • 2014
  • 23
  • Highly Influenced
Agent-Based Modeling for Distributed Decision Support in an IoT Network
  • 1
  • PDF
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 61 REFERENCES
A new agent-based solution for wireless sensor networks management
  • 16
  • Highly Influential
Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) Approach
  • 48
  • PDF
Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks
  • 104
  • PDF
SensorSim: a simulation framework for sensor networks
  • 381
  • PDF
J-Sim: a simulation environment for wireless sensor networks
  • 161
  • Highly Influential
  • PDF
Verification & validation of an agent-based forest fire simulation model
  • 24
  • PDF
Reactive monitoring of aggregates in Gaussian random field over wireless sensor networks
  • 1
Understanding Agent Systems
  • 286
ATEMU: a fine-grained sensor network simulator
  • 353
  • PDF
...
1
2
3
4
5
...