In recent years, the rapidly growing field of cavity optomechanics,
[4] where optical fields and mechanical resonators are coupledthrough radiation pressure, has shownpromising potential for applications in quantum informationprocessing and communication.So far, many interesting quantum phenomena have been studied in this field, such as mechanical ground-state cooling,
[5-10]optomechanically induced transparency,
[11-14] quantum entanglement,
[15-22] optomechanical dark state,
[23]non-equilibrium dynamics,
[24] nonlinear effects,
[25-26] and coherent perfect absorption.
[27-28] Very recently, it has been realized that optomechanical coupling can lead to nonreciprocal transmission andoptical isolation. In Refs. [
29-
33], nonreciprocal optical responses are theoretically predicted through optomechanical interactions, and nonreciprocal transmission spectra were recently observed inRefs. [
34-
40]. In Refs. [
41-
43], itwas recognized that the mechanically-mediated quantum-state transferbetween two cavity modes can be made nonreciprocal withsuitable optical driving.In Refs. [
44-
46], nonreciprocal quantum amplificationhas been proposed in an optomechanical system. These schemes are particularly promising becausethey can be integrated on-chip with existing superconductingtechnology.In these references, the well-known nonzero nonreciprocal phase difference is the critical factor to realize nonreciprocal transmission. For example,it needs eight tones to lead to a nonzero nonreciprocal phase difference in Ref. [
46]. One question naturally arises: is the well-known nonzero nonreciprocal phase difference a necessary condition to realize nonreciprocal transmission?In addition, in most of these references, perfect optical nonreciprocity can be achieved under the conditions of equal damping rate (mechanical damping rate $\gamma$ is equal to cavity damping rate $\kappa$).