This document describes a method for generating entangled photon pairs using picosecond soliton pulses trapped in microring resonators (MRRs). Spatial and temporal soliton pulses with peak powers of 500-550 mW are input into a system of three MRRs. The soliton pulses generate a broad spectrum of chaotic signals within the MRRs due to nonlinear effects. Ultra-short soliton pulses of 25 ps can be trapped within a frequency of 3.52 GHz. The entangled photon pairs generated are then transmitted to users via a wireless router system, allowing secure optical communication via quantum keys distributed over a network.