Controlling of optical fiber bending losses through 'WARN' parameter and machine learning direction at three communication windows

The present communication controls the bending loss of single mode fiber with the help of wavelength of the signal, the angle of bending, radius of bending and number of turns of the fiber (WARN) through the analytical treatment. The bending loss issues have been dissected thoroughly using said factors at three optical communication windows.Further, the output of bending losses pertaining to the above said parameters aremanipulated with regression analysis of machine learning process.The novelty of this works deals with the controlling of bending loss issues with the help of machine learning generated model through the tailoring of input parameters.