We presented a modified approach of weak sinusoid signal detection by using the sensitive dependence on parameters of chaotic system.Through Linear Least Square (LS) method

we find the relationship between the amplitude of weak signal and the characteristic exponent of chaotic dynamical system;we also give the estimator a weak signal amplitude.Theory and simulation study have shown that this approach has high-accuracy estimation and lower computational complexity and is easy to realize in engineering.