DocumentCode
624007
Title
On the throughput maximization of sensor networks using data aggregation and reduction
Author
Misbahuddin, Syed ; Sarkar, Jahinger H. ; Simsim, Mohammed T.
Author_Institution
Electron. & Commun. Dept., Al-Lith Umm Al-Qura Univ., Saudi Arabia
fYear
2013
fDate
20-24 May 2013
Firstpage
115
Lastpage
119
Abstract
Researchers have proposed aggregation models for Wireless Sensor odes (WS ). These models allow the sampling of data at the sensor nodes´ internal memory. The aggregated data is transmitted to the sink node when some predefined conditions are fulfilled. It is very likely that monitored data samples may remain unchanged for significant time depending upon the environmental conditions being monitored. This paper suggests a data reduction algorithm which exploits the non-variability in the aggregated data samples at the sensor nodes. The proposed data reduction algorithm allows the accommodation of more information such as video data in WS packets. The throughput of such kind of wireless sensor network is investigated in this paper. Results show that the data aggregation and reduction can increase the maximum throughput of WS.
Keywords
data reduction; wireless sensor networks; data aggregation; data reduction; throughput maximization; wireless sensor networks; Algorithm design and analysis; History; Payloads; Throughput; Tin; Wireless communication; Wireless sensor networks; Sensor node; Slotted ALOHA; data aggregation; data repetition; packet generation rate;
fLanguage
English
Publisher
ieee
Conference_Titel
Collaboration Technologies and Systems (CTS), 2013 International Conference on
Conference_Location
San Diego, CA
Print_ISBN
978-1-4673-6403-4
Type
conf
DOI
10.1109/CTS.2013.6567215
Filename
6567215
Link To Document