Impact of Network Density on Data Aggregation in Wireless Sensor Networks
Chalermek Intanagonwiwat, Deborah Estrin, Ramesh Govindan and John Heidemann
Citation
Chalermek Intanagonwiwat, Deborah Estrin, Ramesh Govindan and John Heidemann. Impact of Network Density on Data Aggregation in Wireless Sensor Networks. Technical Report 01-750. University of Southern California Computer Science Department. [PDF] [alt PDF]
Abstract
In-network data aggregation is essential for wireless sensor networks where resources (e.g., bandwidth, energy) are limited. In a previously proposed data dissemination scheme, data is opportunistically aggregated at the intermediate nodes on a low-latency tree which may not necessarily be energy efficient. A more energy-efficient tree is a greedy tree which can be incrementally constructed by connecting each source to the closest point of the existing tree. In this paper, we propose a greedy approach for constructing a greedy aggregation tree to improve path sharing. We evaluated the performance of this greedy approach by comparing it to the prior opportunistic approach. Our preliminary result suggests that although the greedy aggregation and the opportunistic aggregation are roughly equivalent at low-density networks, the greedy aggregation can achieve signficant energy savings at higher densities. In one experiment we found that the greedy aggregation can achieve up to 45% energy savings over the opportunistic aggregation without an adverse impact on latency or robustness.Bibtex Citation
@techreport{Intanagonwiwat01b,
author = {Intanagonwiwat, Chalermek and Estrin, Deborah and Govindan, Ramesh and Heidemann, John},
title = {Impact of Network Density on Data Aggregation in Wireless Sensor Networks},
institution = {University of Southern California Computer Science Department},
year = {2001},
sortdate = {2001-11-01},
project = {ilense, scadds},
jsubject = {sensornet_data_dissemination},
number = {01-750},
month = nov,
jlocation = {johnh: pafile},
keywords = {diffusion, greedy vs. opportunistic aggregation},
otherurl = {ftp://ftp.usc.edu/pub/csinfo/tech-reports/papers/01-750.pdf},
url = {https://ant.isi.edu/%7ejohnh/PAPERS/Intanagonwiwat01b.html},
pdfurl = {https://ant.isi.edu/%7ejohnh/PAPERS/Intanagonwiwat01b.pdf}
}