ImdLMS: An Imputation Based LMS Algorithm for Linear System Identification With Missing Input Data - Mukhopadhyay, Samrat; Mukherjee, Arpan (IEEE transactions on signal processing, 2020)
Keywords: Adaptation models; Adaptive filters; Adaptive systems; Algorithms; Approximation algorithms; Codes; Computer simulation; Data models; least mean squares; Linear systems; Missing data; missing input data; missing stochastic gradient descent (mSGD); Parameter estimation; Random variables; Signal processing algorithms; Stochastic processes; System identification; Upper bounds