Budgeted sensor placement for source localization on trees

We address the problem of choosing a fixed number of sensor vertices in a graph in order to detect the source of a partially-observed diffusion process on the graph itself. Building on the definition of double resolvability we introduce a notion of vertex resolvability. For the case of tree graphs we give polynomial time algorithms for both finding the sensors that maximize the probability of correct detection of the source and for identifying the sensor set that minimizes the expected distance between the real source and the estimated one.


Presented at:
Latin-American Algorithms, Graphs and Optimization Symposium
Year:
2015
Keywords:
Laboratories:




 Record created 2016-08-10, last modified 2018-03-17

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