A network device may include a receiver to receive optical pulses from an optical path, wherein the optical pulses include a plurality of intensities and represent data. The network device may also include a processor to determine a rate of bit errors introduced during propagation of the optical pulses through the optical path and to determine a parameter indicative of nonlinear effects of the optical path based on the rate of bit errors and the plurality of intensities.