TY - GEN
T1 - The coverage problem for myopic sensors
AU - Aly, Mohamed
AU - Pruhs, Kirk
AU - Znati, Taieb
AU - Hunsaker, Brady
PY - 2005
Y1 - 2005
N2 - The objective of the coverage problem is to organize the monitoring of targets by sensors in an energy efficient manner so as to maximize the lifetime of coverage. We consider the coverage problem in a network of myopic sensors, such as video sensors and acoustic sensors, which are only able to cover one target at any one time. We show how to formulate the problem of finding the lifetime as a linear program. We show that the actual coverage schedule can be found by iteratively finding maximum cardinality matchings in the underlying weighted bipartite graph, where the weights are derived from the solution of the linear program. We show experimentally that this algorithm is practical for moderate sized instances, depending on various properties of the instance.
AB - The objective of the coverage problem is to organize the monitoring of targets by sensors in an energy efficient manner so as to maximize the lifetime of coverage. We consider the coverage problem in a network of myopic sensors, such as video sensors and acoustic sensors, which are only able to cover one target at any one time. We show how to formulate the problem of finding the lifetime as a linear program. We show that the actual coverage schedule can be found by iteratively finding maximum cardinality matchings in the underlying weighted bipartite graph, where the weights are derived from the solution of the linear program. We show experimentally that this algorithm is practical for moderate sized instances, depending on various properties of the instance.
UR - http://www.scopus.com/inward/record.url?scp=34547648307&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34547648307&partnerID=8YFLogxK
U2 - 10.1109/WIRLES.2005.1549543
DO - 10.1109/WIRLES.2005.1549543
M3 - Conference contribution
AN - SCOPUS:34547648307
SN - 0780393058
SN - 9780780393059
T3 - 2005 International Conference on Wireless Networks, Communications and Mobile Computing
SP - 964
EP - 968
BT - 2005 International Conference on Wireless Networks, Communications and Mobile Computing
T2 - 2005 International Conference on Wireless Networks, Communications and Mobile Computing
Y2 - 13 June 2005 through 16 June 2005
ER -