TY - GEN
T1 - Linear programming approach for performance-driven data aggregation in networks of embedded sensors
AU - Ferent, Cristian
AU - Subramanian, Varun
AU - Gilberti, Michael
AU - Doboli, Alex
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/77953087256
U2 - 10.1109/date.2010.5457041
DO - 10.1109/date.2010.5457041
M3 - Conference contribution
AN - SCOPUS:77953087256
SN - 9783981080162
T3 - Proceedings -Design, Automation and Test in Europe, DATE
SP - 1456
EP - 1461
BT - DATE 10 - Design, Automation and Test in Europe
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - Design, Automation and Test in Europe Conference and Exhibition, DATE 2010
Y2 - 8 March 2010 through 12 March 2010
ER -