Performance analysis of quantized incremental LMS algorithm for distributed adaptive estimation.
Amir RastegarniaMohammad Ali TinatiAzam KhaliliPublished in: Signal Process. (2010)
Keyphrases
- objective function
- estimation algorithm
- dynamic programming
- single pass
- learning algorithm
- times faster
- optimal solution
- experimental evaluation
- detection algorithm
- worst case
- parameter estimation
- matching algorithm
- clustering method
- high accuracy
- cost function
- significant improvement
- incremental learning
- density estimation
- incremental version
- estimation accuracy
- computational cost
- preprocessing
- computational complexity
- higher education
- convergence rate
- distributed systems
- mobile robot
- search space
- incremental algorithms