A new approach of stochastic computing for arithmetic functions in wideband RF transceivers
Van-Tinh Nguyen, Van‐Phuc Hoang, Van-Thuan Sai, Tieu-Khanh Luong, Minh-Luan Nguyen, Han Le Duc · 2017
This paper presents a new approach to approximate various complex arithmetic functions for applications in wideband RF transceivers by using stochastic computing based on the piecewise linear (PWL) approximation. The optimized design parameters for PWL approximation are chosen by an optimization algorithm targeting the best tradeoff between hardware complexity and approximation accuracy. Then, this approximation is implemented by stochastic logic circuits. The proposed approach outperforms previous works based on Maclaurin expansions, Bernstein polynomial and finite-state-machine implementations while achieve similar computation accuracy.