The invention discloses a high-sensitivity touch control
capacitor chip device and
system, and relates to the technical field of touch control. The method comprises the steps that an original
capacitance signal matrix is collected through mixed
frequency band excitation, environment compensation is conducted on original
capacitance signals through a nonlinear compensation mechanism, and an
effective capacitance matrix is generated; extracting a time-domain pure touch
signal through fractional order time-frequency combined
noise suppression and dynamic baseline tracking; the method comprises the following steps: extracting deformation curvature characteristics of a contact area through a time-domain pure touch
signal, and constructing a spatial-temporal characteristic
tensor; and through self-adaptive
convolution kernel generation and a multi-
modal attention mechanism, taking the spatial-temporal feature
tensor as input, taking the touch behavior classification probability distribution as output, and generating a final touch instruction according to the category corresponding to the maximum value of the probability distribution. Environmental interference is suppressed through multi-frequency excitation and
frequency domain decoupling, temperature and
humidity coupling compensation is introduced to improve signal stability, multi-dimensional spatial-temporal characteristics are constructed, and the recognition precision and robustness of the capacitive touch
control system in a complex environment are remarkably enhanced.