Real-time identity recognition method and device based on electromyographic signals and electronic equipment

The invention provides a real-time identity recognition method and device based on electromyographic signals and electronic device.The real-time identity recognition method based on the electromyographic signals comprises the steps that target electromyographic signals representing limb movement are obtained according to collected original electromyographic signals; determining a target time-frequency characteristic of the target electromyographic signal; and performing identification processing on the target time-frequency feature based on a preset convolutional neural network to obtain target identity information. By means of the method, the terminal device can receive the original electromyographic signals collected by the electromyographic bracelet in real time and conduct time-frequency feature extraction and identity recognition processing on the original electromyographic signals received in real time, and therefore the purpose of conducting real-time identity recognition based on the electromyographic