2008
DOI: 10.1002/dac.937
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A probabilistic zonal approach for swarm‐inspired wildfire detection using sensor networks

Abstract: SUMMARYIn this paper, we propose a novel swarm-inspired system for detecting wildfires using sensor networks. There are three-fold concerns of this paper. The first is the speed of information propagation, the second is the accuracy of the information being propagated and the third is the reliability of the system over a long period of time. With these in mind, we develop a probabilistic model for focusing on responses for query requests in an accurate manner, similar to the assignment of probabilities of occu… Show more

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Cited by 32 publications
(16 citation statements)
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References 12 publications
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“…Ramachandran et al [66] have proposed PZSWiD which is a cluster-based ACO-inspired system for wildfire detection. In PZSWiD, nodes perform two functions: (i) respond to different queries that are generated by a sink node, and (ii) transport detected events (e.g., the outbreak of a fire) to the sink node.…”
Section: Probabilistic Zonal and Swarm-inspired System For Wildfire mentioning
confidence: 99%
See 1 more Smart Citation
“…Ramachandran et al [66] have proposed PZSWiD which is a cluster-based ACO-inspired system for wildfire detection. In PZSWiD, nodes perform two functions: (i) respond to different queries that are generated by a sink node, and (ii) transport detected events (e.g., the outbreak of a fire) to the sink node.…”
Section: Probabilistic Zonal and Swarm-inspired System For Wildfire mentioning
confidence: 99%
“…In the case of query-based protocols, data are sent from the sensor nodes to the monitor node in response to a specific query [70]. Some protocols may support both types of applications [66].…”
Section: Event-driven and Query-based Routingmentioning
confidence: 99%
“…The algorithm was simulated in NS-2 with a variation of different zone radii, while analyzing its average delay and the average energy dissipated. This algorithm has not been compared with any existing protocol for performance measurements [4].…”
Section: Probabilistic Zonal and Swarminspired System For Wildfire Dmentioning
confidence: 99%
“…WSNs are typically autonomous, unattended, energy, and other resource-constrained, prone to faults [8] and attacks [9][10][11]. Therefore, energy-efficient [12] and fault-tolerant protocols [13] are required to enhance the lifetime and operation of the network [14,15].…”
Section: Introductionmentioning
confidence: 99%