6 papers
Correct classification for big/smart/fast data machine learning
Sander Stepanov
Table (database) / Relational database Classification for big/smart/fast data machine learning is one of the most important tasks of predictive analytics and extracting valuable in…
Random Pulse Train Spectrum Calculation Unleashed
Sander Stepanov, Anastasios Venetsanopoulos
For the first time the problem of the full solution for the calculation of the power spectrum density of the random pulse train is solved. This well known problem led to a mistaken…
Morphological Detector for Multilevel Signals in epsilon-Noise
Sander Stepanov, Anastasios Venetsanopoulos
The novel approach was developed for multilevel signal detection in channels with impulsive non-Gaussian noise. This approach consists of using morphological nonlinear image filtra…
Estimation of the traffic in the binary channel for data networks
Sander Stepanov
It is impossible to provide an effective utilization of communication networks without the analysis of the quantitative characteristics of the traffic in real time. The constant su…
Theoretical analysis of network cranback protocols performance
Sander Stepanov, Ofer Hadar
Suggested the decision of the network cranback protocols performance analyzing problem from Eyal Felstine, Reuven Cohen and Ofer Hadar, " Crankback Prediction in Hierarchical ATM n…
MIMO scheme performance and detection in epsilon noise
Sander Stepanov
New approach for analysis and decoding MIMO signaling is developed for usual model of nongaussion noise consists of background and impulsive noise named epsilon - noise. It is show…