Parameter estimation for Markov modulated Poisson processes via the EM algorithm with time discretization

Telecommunication Systems

Volumn 1, Issue 1, 1993, Pages 321-338

  Deng, Li ^a   Mark, Jon W ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0006657165     PISSN: 10184864     EISSN: 15729451     Source Type: Journal    
DOI: 10.1007/BF02136167     Document Type: Article

References (14)

1. An inequality and associated maximization technique in statistical estimation for probabilistic functions of Markov processes
2. Some statistical models connected with series of events
3. Maximum likelihood from incomplete data via the EM algorithm
4. A class of data traffic processes — covariance function characterization and related queueing results
5. A Markov modulated characterization of packetized voice and data traffic and related statistical multiplexer performance
6. Superposition of interrupted Poisson processes and its application to packetized voice multiplexers
7. A fitting algorithm for Markov-modulated Poisson processes having two arrival rates
8. A versatile Markovian point process
9. Comparison of some traffic models for ATM performance studies
10. Characterizing superposition arrival processes in packet multiplexers for voice and data