Abstract In this paper, the mathmetical description of signal coding based on MSDE and LMSDE model is given. The signal coding under LMSDE model is transformed into solving a quadratic programs with nonlinear constrains. Finally, the efficiency and robustness under high SNR are shown by coding to two signals.