Optimized Data Aggregation in WSNs Using Adaptive ARMA

  title={Optimized Data Aggregation in WSNs Using Adaptive ARMA},
  author={Jialiang Lu and Fabrice Valois and Mischa Dohler and Min-You Wu},
  journal={2010 Fourth International Conference on Sensor Technologies and Applications},
Wireless sensor networks (WSNs) are data centric networks to which data aggregation is a central mechanism. Nodes in such networks are known to be of low complexity and highly constrained in energy. This requires novel distributed algorithms to data aggregation, where accuracy, complexity and energy need to be optimized in the aggregation of the raw data as well as the communication process of the aggregated data. To this end, we propose in this work a distributed data aggregation scheme based… CONTINUE READING
Highly Cited
This paper has 57 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 34 extracted citations

Towards Energy-Efficient Algorithm-Based Estimation in Wireless Sensor Networks

2010 Sixth International Conference on Mobile Ad-hoc and Sensor Networks • 2010
View 9 Excerpts
Highly Influenced

security in wireless sensor networks issues and challenges pdf

Roshanak Vahed, Soulmaz Alibeygi, +3 authors Hakan Deliç
View 2 Excerpts
Highly Influenced

57 Citations

Citations per Year
Semantic Scholar estimates that this publication has 57 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 18 references

Energy efficient information collection with the ARIMA model in wireless sensor networks

GLOBECOM '05. IEEE Global Telecommunications Conference, 2005. • 2005
View 4 Excerpts
Highly Influenced

Exploiting spatial correlation towards an energy efficient clustered aggregation technique (CAG) [wireless sensor network applications]

IEEE International Conference on Communications, 2005. ICC 2005. 2005 • 2005
View 4 Excerpts
Highly Influenced

Compressed Sensing for Networked Data

IEEE Signal Processing Magazine • 2008
View 2 Excerpts

On the Data Dissemination in WSNs

Third IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2007) • 2007
View 1 Excerpt

Approximate Data Collection in Sensor Networks using Probabilistic Models

22nd International Conference on Data Engineering (ICDE'06) • 2006
View 2 Excerpts

Similar Papers

Loading similar papers…