Tracking analysis of the NLMS algorithm in the presence of both random and cyclic nonstationarities.
Muhammad MoinuddinAzzedine ZerguinePublished in: IEEE Signal Process. Lett. (2003)
Keyphrases
- learning algorithm
- optimization algorithm
- real time
- expectation maximization
- target tracking
- randomly generated
- computational cost
- dynamic programming
- k means
- search space
- np hard
- segmentation algorithm
- optimal solution
- detection algorithm
- appearance model
- computational complexity
- object tracking in video sequences
- cost function
- tracking accuracy
- moving target
- convergence rate
- noisy data
- non stationary
- preprocessing
- probabilistic model
- evolutionary algorithm