Name
Abstract | ||
|---|---|---|
This paper introduces a modeling approach to the design and evaluation of large wireless sensor networks against the topology of the network and the monitoring application and taking into account the performance degradation due to the power consumption. The model is built by composing Stochastic Activity Network (SAN) models of the nodes and a Markovian Agent Model (MAM) of the whole network. The SAN models are used to conduct a performance analysis of the nodes (i.e. to measure their sampling time) and evaluate their mean time to discharge. The MAM is used to compose the results of the SAN model analysis into a complex topology-aware model able to evaluate the Packet Delivery Ratio (PDR) and the power consumption of the network. The possibility to model spatially distributed interdependencies featured by the MAM makes the integrated model a concrete, scalable mean to evaluate different design choices and perform meaningful what-if analyses. The model has been validated by comparing the analysis results with real node values: specifically we present the experimental results obtained by using TelosB nodes equipped with TinyOs. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1109/IWMN.2013.6663791 | Measurements and Networking Proceedings |
Keywords | Field | DocType |
markov processes,monitoring,telecommunication network reliability,telecommunication network topology,wireless sensor networks,mam,markovian agent model,pdr,san model,telosb node,tinyos,wsn,complex topology-aware model,integrated lifetime model,mean time to discharge evaluation,monitoring application,network quality model,packet delivery ratio,power consumption,stochastic activity network model,wireless sensor network | Key distribution in wireless sensor networks,Traffic generation model,Wireless network,Network packet,Network simulation,Real-time computing,Wireless WAN,Mobile wireless sensor network,Engineering,Wireless sensor network | Conference |
ISBN | Citations | PageRank |
978-1-4673-2873-9 | 2 | 0.36 |
References | Authors | |
11 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| ermanno battista | 1 | 2 | 0.36 |
| valentina casola | 2 | 2 | 0.36 |
| stefano marrone | 3 | 2 | 0.36 |
| nicola mazzocca | 4 | 2 | 0.36 |
| roberto nardone | 5 | 2 | 0.36 |
| valeria vittorini | 6 | 339 | 33.14 |