Enhanced q-least Mean Square

Sadiq, A; Khan, S; Naseem, I; Togneri, R; Bennamoun, M

Naseem, I (reprint author), Karachi Inst Econ & Technol, Coll Engn, Karachi 75190, Pakistan.; Naseem, I (reprint author), Univ Western Australia, Sch Elect Elect & Comp Engn, 35 Stirling Highway, Crawley, WA 6009, Australia.

CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2019; 38 (10): 4817

Abstract

In this work, a new class of stochastic gradient algorithm is developed based on q-calculus. Unlike the existing q-LMS algorithm, the proposed approac......

Full Text Link