1. A system for mitigating nonlinearity from a nonlinear behavior comprising: a transceiver, comprising a transmitter and a receiver, configured to transmit and receive signals in a signal processing pipeline configured to cancel self-interference originating from a transmitter path of the transmitter; a memory storing executable components; and a processor, coupled to the memory, configured to execute or facilitate execution of the executable components, comprising: a polynomial kernel generator component configured to perform a polynomial computation in a log domain, generate a plurality of kernels that model the nonlinear behavior of the transmitter in the log domain using fixed-point arithmetic with one or more inputs and cancel, via the plurality of kernels, the self-interference to the signal processing pipeline of the receiver.