Communication system with modulation classifier and method of operation thereof
A method of operation of a communication system includes: calculating a shift distance of a received signal having a distortion; calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance; determining a bias factor from the distortion; and selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor for communicating with a device.
1. A method of operation of a communication system comprising:
calculating a shift distance of a received signal having a distortion;
calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance;
determining a bias factor from the distortion and a predetermined bias correspondence having values corresponding to possible values of a signal-to-noise ratio, a hypothetical modulation, or a combination thereof; and
selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor for communicating with a device.
2. The method as claimed in claim 1 wherein calculating the approximate likelihood includes calculating a probability of a hypothetical modulation matching the main modulation.
3. The method as claimed in claim 1 wherein calculating the approximate likelihood includes calculating a logarithmic derivation of a probability of a hypothetical modulation matching the main modulation.
4. The method as claimed in claim 1 wherein selecting the determined modulation includes selecting the determined modulation from a modulation set having unequal values of a prior probability.
5. A method of operation of a communication system comprising:
calculating a shift distance of a received signal having a distortion;
calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance, with the transmitted signal having a main layer and an interference layer;
determining a bias factor from the distortion;
estimating an interference modulation from the approximate likelihood; and
selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor using the interference modulation for communicating with a device.
6. The method as claimed in claim 5 further comprising estimating a main layer using an interference modulation.
7. The method as claimed in claim 5 wherein separating the received signal includes implementing an unbiased minimum mean square error process of estimating the transmitted signal.
8. The method as claimed in claim 5 wherein selecting the determined modulation includes approximating a maximum likelihood determination.
9. The method as claimed in claim 5 further comprising calculating a block compensation amount using the bias factor for a portion of the received signal limited by a block size.
10. A communication system comprising:
a distance module for calculating a shift distance of a received signal having a distortion;
a likelihood approximation module, coupled to the distance module, for calculating an approximate likelihood of the received signal matching a transmitted signal from the shift distance;
a bias module, coupled to the likelihood approximation module, for determining a bias factor from the distortion a predetermined bias correspondence having values corresponding to possible values of a signal-to-noise ratio, a hypothetical modulation, or a combination thereof; and
a selection module, coupled to the bias module, for selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor for communicating with a device.
11. The system as claimed in claim 10 wherein the likelihood approximation module is for calculating a probability of a hypothetical modulation matching the main modulation.
12. The system as claimed in claim 10 wherein the likelihood approximation module is for calculating a logarithmic derivation of a probability of a hypothetical modulation matching the main modulation.
13. The system as claimed in claim 10 wherein the selection module is for selecting the determined modulation from a modulation set having unequal values of a prior probability.
14. The system as claimed in claim 10 wherein:
the likelihood approximation module is for calculating the approximate likelihood of the received signal matching the transmitted signal from the shift distance, with the transmitted signal having a main layer and an interference layer;
the selection module is for selecting a determined modulation maximizing a combination of the approximate likelihood and the bias factor using the interference modulation for communicating with a device; and
further comprising:
a layer separation module, coupled to the selection module, for estimating an interference modulation from the approximate likelihood.
15. The system as claimed in claim 14 wherein the layer separation module is for estimating a main layer using an interference modulation.
16. The system as claimed in claim 14 wherein the layer separation module is for implementing an unbiased minimum mean square error process of estimating the transmitted signal.
17. The system as claimed in claim 14 wherein the selection module is for approximating a maximum likelihood determination.
18. The system as claimed in claim 14 further comprising a compensation module, coupled to the bias module, for calculating a block compensation amount using the bias factor for a portion of the received signal limited by a block size.