2 papers
math.OC2019
Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation
Muhammad Usman, Muhammad Sohail Ibrahim, Jawwad Ahmad +2
A novel adaptive filtering method called -Volterra least mean square (-VLMS) is presented in this paper. The -VLMS is a nonlinear extension of conventional LMS and it is b…
stat.ML2019
Spatio-Temporal RBF Neural Networks
Shujaat Khan, Jawwad Ahmad, Alishba Sadiq +2
Herein, we propose a spatio-temporal extension of RBFNN for nonlinear system identification problem. The proposed algorithm employs the concept of time-space orthogonality and sepa…