System Identification Using Regular and Quantized Observations [electronic resource] Applications of Large Deviations Principles / by Qi He, Le Yi Wang, George G. Yin.

This brief presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regular.  By considering both space complexity in terms of signal quantization and time complexity with respect to data window sizes, this study provides a new...

Full description