Publication Type
Conference Proceeding Article
Version
acceptedVersion
Publication Date
3-2005
Abstract
We present the design goals and functional components of MASTAQ, a data management middleware for pervasive applications that utilize sensor data. MASTAQ allows applications to specify their quality-of information (QoI) preferences (in terms of statistical metrics over the data) independent of the underlying network topology. It then achieves energy efficiency by adaptively activating and querying only the subset of sensor nodes needed to meet the target QoI bounds. We also present a closed-loop feedback mechanism based on broadcasting of activation probabilities, which allows MASTAQ to activate the appropriate number of sensors without requiring any inter-sensor coordination or knowledge of the actual deployment.
Keywords
Inter-sensor coordination, MASTAQ, Quality-of Informations, Sensor data
Discipline
Software Engineering
Research Areas
Software and Cyber-Physical Systems
Publication
2005 IEEE International Conference on Pervasive Computing and Communications Workshops 3rd PerCom: Kauai Island, Hawaii, 8-12 March
First Page
390
Last Page
395
ISBN
9780769523002
Identifier
10.1109/PERCOMW.2005.46
Publisher
IEEE
Citation
HWANG, Inseok; HAN, Qi; and MISRA, Archan.
MASTAQ: A Middleware Architecture for Sensor Applications with Statistical Quality Constraints. (2005). 2005 IEEE International Conference on Pervasive Computing and Communications Workshops 3rd PerCom: Kauai Island, Hawaii, 8-12 March. 390-395.
Available at: https://ink.library.smu.edu.sg/sis_research/692
Copyright Owner and License
Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1109/PERCOMW.2005.46