Optimal Sensor Selection for Binary Detection based on Stochastic Submodular Optimization.
João P. HespanhaDenis GaragicPublished in: CDC (2020)
Keyphrases
- optimal selection
- stochastic optimization
- optimal design
- joint optimization
- min sum
- detection algorithm
- finding optimal
- dynamic programming
- stochastic dynamic programming
- approximately optimal
- automatic detection
- stochastic search
- false positives
- objective function
- decision variables
- monte carlo
- optimization algorithm
- real time
- optimal solution
- detection method
- max min
- optimization problems
- object detection
- stochastic programming
- forward looking infrared
- state dependent
- constrained optimization
- global optimization
- high order
- sensor data
- anomaly detection
- worst case
- sensor networks
- multi objective