Irreducible form for AP algorithm for detecting the number of coherent signals based on the MDL principle.
Masakiyo SuzukiHirofumi SanadaNobuo NagaiPublished in: ICASSP (2001)
Keyphrases
- computational complexity
- learning algorithm
- mdl principle
- dynamic programming
- detection algorithm
- memory requirements
- preprocessing
- execution times
- space complexity
- experimental evaluation
- small number
- objective function
- computational effort
- prior information
- times faster
- information theoretic
- segmentation algorithm
- computational cost
- cost function
- expectation maximization
- particle swarm optimization
- polynomial time complexity
- optimization algorithm
- matching algorithm
- worst case
- improved algorithm
- np hard
- prior knowledge
- k means
- minimum description length