A Globally Optimal Solution to Maximum Likelihood Bearing-Only Geolocation.
Yifeng ZhouPublished in: VTC Fall (2017)
Keyphrases
- maximum likelihood
- optimal solution
- global optimality
- parameter estimation
- np hard
- em algorithm
- linear programming
- search space
- global optimum
- expectation maximization
- feasible solution
- knapsack problem
- linear program
- maximum likelihood estimation
- objective function
- likelihood function
- additive noise
- solution quality
- branch and bound
- gaussian mixture model
- lower bound
- branch and bound algorithm
- total cost
- neural network
- maximum a posteriori
- column generation
- iterative procedure
- search algorithm
- log likelihood function
- gaussian distribution
- hyperparameters
- optimization problems
- scheduling problem
- parameter learning
- linear programming problems