The study used a method called Lyapunov exponent to improve the accuracy of detecting weak signals in a chaotic oscillator system. By analyzing the system's states with Lyapunov exponent, the researchers were able to quantitatively judge the system's conditions. They found that the Lyapunov exponent can accurately determine the system's states, enhancing the reliability of signal detection.