In adaptive filters, several recursive algorithms have been used to track state-space model vectors in nonstationary environments. So far, kernel recursive algorithms showed the best results in this ...

Second, the existing algorithms suffer from high computational demands regarding processing time (or runtime) and memory usage, thus making them unsuitable for analyzing large-scale datasets ...

The algorithm's efficient polynomial complexity allows it to scale with system size, which is essential as quantum computers become more powerful.