This paper presents analytical results on longitudinal power profile estimation (PPE) methods, which visualize signal evolution in optical fibers at a coherent receiver. The PPE can be formulated as an inverse problem of the nonlinear Schrödinger equation, where coefficient (and thus power) is reconstructed from boundary conditions, i.e., transmitted and received signals. Two types methods are ...