We calculate the optical absorption spectra associated with an impurity in quasi-one-dimensional GaAs/AlAs quantum well wires with periodic lateral surface structures. The results indicate that there is an energy-forbidden region for optical transitions from acceptors to conduction minibands, and no forbidden region for optical transitions from valence minibands to donors. The dependence of optical absorption spectra on the interface amplitude is discussed.