Importance sampling techniques based on adjustable differential group delay (DGD) elements
View Patent ↗Devices and their operations to use multiple adjustable differential group delay (DGD) elements in various applications including tunable PMD emulators and compensators for producing different PMD profiles with an adjustable average DGD value.
1. A method for performing importance sampling in optical polarization measurement, comprising:
using a plurality of variable DGD (differential group delay) sections cascaded in series to form an optical path, each variable DGD section operable to produce a variable differential group delay;
connecting a polarization controller between two adjacent variable DGD sections in the cascaded plurality of variable DGD sections to control polarization of light transmitting through the optical path;
selecting a probability density function, which has a distribution other than a Maxwellian distribution, to generate DGD values for each of the plurality of variable DGD sections;
applying DGD values generated by the probability density function to the plurality of variable DGD sections in performing importance sampling measurements; and
controlling the polarization controllers, in a way different from controlling of the variable DGD sections and without changing the DGD value distribution among the variable DGD sections, to randomize the polarization state between two adjacent variable DGD sections.
2. The method as in claim 1 , comprising:
controlling the polarization controllers to cause polarizations output by the plurality of variable DGD sections to uniformly scatter over the Poincaré sphere in performing importance sampling measurements.
3. The method as in claim 1 , comprising:
applying weights to output DGD values produced by the plurality of variable DGD sections and the polarization controllers to achieve a desired Maxwellian distribution in performing importance sampling measurements.
4. A method for performing importance sampling in optical polarization measurement, comprising:
using a plurality of variable DGD (differential group delay) sections cascaded in series to form an optical path, each variable DGD section operable to produce a variable differential group delay;
connecting a polarization controller between two adjacent variable DGD sections in the cascaded plurality of variable DGD sections to control polarization of light transmitting through the optical path;
controlling the variable DGD sections to control a DGD value distribution among the variable DGD sections;
controlling the polarization controllers, in a way different from controlling of the variable DGD sections and without changing the DGD value distribution among the variable DGD sections, to randomize the polarization state between two adjacent variable DGD sections;
selecting a plurality of different probability density functions, each having a distribution other than a Maxwellian distribution, to generate DGD values for the plurality of variable DGD sections; and
applying DGD values generated by the plurality of different probability density functions to the plurality of variable DGD sections in performing importance sampling measurements.
5. The method as in claim 4 , comprising:
selecting the plurality of different probability density functions to control ranges of both the first order polarization mode dispersion states and the second order polarization mode dispersion states in performing importance sampling measurements.