“…5, of QD-cavity system. www.nature.com/scientificreports www.nature.com/scientificreports/ In practice, for the high efficiency and reliable performance of the QD-cavity system, which can induce the interaction an input photon and an confined electron inside cavity, the affections of the vacuum noise, N(ω), of the QD-dipole and leaky modes, S(ω) (sideband leakage and absorption) should be quantified 51,54,[64][65][66] . For the reflection coefficient, R( ) ω , with the noise, N(ω), and leakage, S(ω), coefficients, a solution of the Heisenberg equation of motion for a cavity field operator, â, a dipole operator, σ̂−, of X − , and the input-output relations 67 , is given by:ˆˆω…”