Linear programming approach for performance-driven data aggregation in networks of embedded sensors
- 1 March 2010
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE) in 2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010)
- p. 1456-1461
- https://doi.org/10.1109/date.2010.5457041
Abstract
Cyber Physical Systems are distributed systems-of-systems that integrate sensing, processing, networking and actuation. Aggregating physical data over space and in time emerges as an intrinsic part of data acquisition, and is critical for dependable decision making under performance and resource constraints. This paper presents a Linear Programming-based method for optimizing the aggregation of data sampled from geographically-distributed areas while satisfy timing, precision, and resource constraints. The paper presents experimental results for data aggregation, including a case study on gas detection using a network of sensors.Keywords
This publication has 10 references indexed in Scilit:
- Multicriteria decision making (mcdm): a framework for research and applicationsIEEE Computational Intelligence Magazine, 2009
- Cyber Physical Systems: Design ChallengesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2008
- Distributed Data Aggregation Using Clustered Slepian-Wolf Coding in Wireless Sensor NetworksPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2007
- Distributed data aggregation in sensor networks by regression based compressionPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- AIDAACM Transactions on Embedded Computing Systems, 2004
- Impact of network density on data aggregation in wireless sensor networksPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Physics-based encapsulation in embedded software for distributed sensing and control applicationsProceedings of the IEEE, 2003
- TAGPublished by Association for Computing Machinery (ACM) ,2002
- Adaptive protocols for information dissemination in wireless sensor networksPublished by Association for Computing Machinery (ACM) ,1999
- An array-based algorithm for simultaneous multidimensional aggregatesPublished by Association for Computing Machinery (ACM) ,1997