Name
Abstract | ||
|---|---|---|
This paper presents a novel approach for dynamic controlling of the communication process within cluster-based wireless sensor networks (WSN). The research concentrates on the environmental parameters supervision with WSN inside a container. In order to maintain the requisite environmental sensing quality with as low energy consumption as possible, the participants of WSN make distributed decisions about their own communication intensity according to the surrounding environmental conditions. For this purpose, the cluster head (CH) and cluster member (CM) apply a collaborative decision-making approach to control the transmission activity of each CM. The CH turns the spatially redundant CMs off by observing the relationship between sensor data from all CMs. The CMs apply dynamic sensing rate approach to reduce the temporally redundant sensor data as well as to reactive itself from sleep mode. The simulation results show that the collaborative approach performs high sensing quality in spite of drastic reduction of communication activities. |
Year | Venue | Keywords |
|---|---|---|
2011 | Fusion | neural network,cluster member,wsn,collaborative decision-making approach,dynamic sensing rate approach,spatial cross correlation,decision making,cluster head,cluster-based wireless sensor networks,low energy consumption,collaborative communication control process,sensor data management,telecommunication control,sleep mode,wireless sensor networks,spatially and temporally redundant data,redundancy,collaboration,collaborative decision making,cross correlation,data management,wireless sensor network,correlation,heuristic algorithm |
Field | DocType | ISBN |
Low energy,Computer science,Real-time computing,Environmental sensing,Redundancy (engineering),Sleep mode,Artificial neural network,Data management,Wireless sensor network,Distributed computing | Conference | 978-1-4577-0267-9 |
Citations | PageRank | References |
2 | 0.44 | 7 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xinwei Wang | 1 | 20 | 2.65 |
| Ole Bischoff | 2 | 2 | 0.78 |
| Rainer Laur | 3 | 241 | 35.65 |
| Steffen Paul | 4 | 142 | 40.96 |