A dual stochastic gradient rule for choosing and pruning contour levels lets UAV contour tracing estimate spatial fields with less data and lower error than a fixed-level baseline in one simulated test.
Alasti, ”Efficient Tracking of Spatially Correlated Signals in Wireless Sensor Fields: A Weighted Stochastic Gradient Approach,” V ol
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E-CONDOR: Efficient Contour-Based Detection Of Random Spatial Signals From UAV Observations Using Dual Stochastic Gradient
A dual stochastic gradient rule for choosing and pruning contour levels lets UAV contour tracing estimate spatial fields with less data and lower error than a fixed-level baseline in one simulated test.