In this paper, a novel Wide-Sense Polynomial Equalizer (WSPE), dedicated to linear specular channels, is proposed. Based on the QPSK distribution of the inputs, widely used in digital communications, up to 3rd order WSPE are considered. Simplifications of the WSPE are investigated in order to reduce the numerical complexity. Simulations show that cubic terms give outstanding performance when the number of sensors is relatively small.