Maximum likelihood detection
View Patent ↗A method of symbol detection in an electronic device employing multi-user multiple input multiple output (MU-MIMO) communication over a first transmission layer of first and second transmission layers comprises various steps. A receiver comprises processing circuitry for performing these steps. A transmitted signal is received. The transmitted signal is decoded by detecting data symbols within the transmitted signal for the first transmission layer by performing Maximum Likelihood (ML) detection on the first transmission layer. ML detection comprises performing a search across all possible symbol constellation points in a set of constellation points available for the second transmission layer.
1. A method of symbol detection in an electronic device employing multi-user multiple input multiple output (MU-MIMO) communication over a first transmission layer of first and second transmission layers, comprising:
receiving a transmitted signal; and
decoding the transmitted signal by detecting data symbols within the transmitted signal for the first transmission layer by performing Maximum Likelihood (ML) detection on the first transmission layer,
wherein the step of performing ML detection comprises performing a search across all possible symbol constellation points in a set of all constellation points available for the second transmission layer and wherein said set of symbol constellation points for the second transmission layer comprises a zero point and all points in QPSK, QAM16 and QAM64 modulation schemes.
2. The method of claim 1 , wherein the step of performing the search comprises determining the most likely transmitted data symbols for the first transmission layer which result in the smallest symbol error for all data symbols across said all possible symbol constellation points.
3. The method of claim 2 , further comprising outputting the most likely transmitted data symbols for the first transmission layer.
4. The method of claim 1 , wherein the first transmission layer comprises data symbols modulated based on constellation points which are a subset of the set of constellation points available for the second transmission layer.
5. The method of claim 4 , wherein said set of symbol constellation points for the second transmission layer comprises a zero point and all points in QPSK, QAM16 and QAM64 modulation schemes.
6. The method of claim 5 , wherein said subset of symbol constellation points for the first transmission layer consist of all points in one of: QPSK, QAM16 and QAM64 modulation schemes.
7. The method of claim 1 , wherein the step of performing the search further comprises performing the search across all possible symbol constellation points known for the first transmission layer and available for the second transmission layer.
8. The method of claim 1 , wherein the first transmission layer is the transmission layer assigned to the electronic device.
9. The method of claim 8 , wherein the second transmission layer is the transmission layer assigned to an additional device which is different to the electronic device.
10. An electronic device for performing multi-user multiple input multiple output (MU-MIMO) communication over a first transmission layer of first and second transmission layers, comprising:
a receiver for receiving a transmitted signal;
a decoder configured to decode the transmitted signal and detect data symbols within the transmitted signal for the first transmission layer by performing Maximum Likelihood (ML) detection on the first transmission layer with an ML detector,
wherein the ML detector is configured to perform a search across all possible symbol constellation points in a set of all constellation points available for the second transmission layer and wherein said set of symbol constellation points for the second transmission layer comprises a zero point and all points in QPSK, QAM16 and QAM64 modulation schemes.
11. The electronic device of claim 10 , wherein the decoder comprises the ML detector.
12. The electronic device of claim 10 , wherein the step of performing the search comprises determining the most likely transmitted data symbols for the first transmission layer which result in the smallest symbol error for all data symbols across said all possible symbol constellation points.
13. The electronic device of claim 12 , further comprising outputting the most likely transmitted data symbols for the first transmission layer.
14. The electronic device of claim 10 , wherein the first transmission layer comprises data symbols modulated based on constellation points which are a subset of the set of constellation points available for the second transmission layer.
15. The electronic device of claim 10 , wherein said subset of symbol constellation points for the first transmission layer consist of all points in one of: QPSK, QAM16 and QAM64 modulation schemes.
16. The electronic device of claim 10 , wherein the step of performing the search further comprises performing the search across all possible symbol constellation points known for the first transmission layer and available for the second transmission layer.
17. The electronic device of claim 10 , wherein the first transmission layer is the transmission layer assigned to the electronic device.
18. The electronic device of claim 17 , wherein the second transmission layer is the transmission layer assigned to an additional device which is different to the electronic device.
19. A non-transitory computer-readable medium comprising computer executable instructions which when executed by processing circuitry cause the processing circuitry to:
receive a transmitted signal; and
decode the transmitted signal by detecting data symbols within the transmitted signal for the first transmission layer by performing Maximum Likelihood (ML) detection on the first transmission layer,
wherein the performing ML detection comprises performing a search across all possible symbol constellation points in a set of all constellation points available for the second transmission layer and wherein said set of symbol constellation points for the second transmission layer comprises a zero point and all points in QPSK, QAM16 and QAM64 modulation schemes.
20. The non-transitory computer-readable medium of claim 19 , wherein performing the search comprises determining the most likely transmitted data symbols for the first transmission layer which result in the smallest symbol error for all data symbols across said all possible symbol constellation points.
21. The non-transitory computer-readable medium of claim 20 , where the processing circuitry is further caused to output the most likely transmitted data symbols for the first transmission layer.
22. The non-transitory computer-readable medium of claim 19 , wherein the first transmission layer comprises data symbols modulated based on constellation points which are a subset of the set of constellation points available for the second transmission layer.
23. The non-transitory computer-readable medium of claim 22 , wherein said set of symbol constellation points for the second transmission layer comprises a zero point and all points in QPSK, QAM16 and QAM64 modulation schemes.
24. The non-transitory computer-readable medium of claim 23 , wherein said subset of symbol constellation points for the first transmission layer consist of all points in one of: QPSK, QAM16 and QAM64 modulation schemes.
25. The non-transitory computer-readable medium of claim 19 , wherein performing the search further comprises performing the search across all possible symbol constellation points known for the first transmission layer and available for the second transmission layer.
26. The non-transitory computer-readable medium of claim 19 , wherein the first transmission layer is the transmission layer assigned to the electronic device.
27. The non-transitory computer-readable medium of claim 8 , wherein the second transmission layer is the transmission layer assigned to an additional device which is different to the electronic device.