Reporting of channel quality indicators for a non-linear detector
Techniques for determining channel quality indicators (CQIs) for a non-linear detector at a user equipment (UE) are described. In one design, the UE may determine at least one parameter (e.g., at least one threshold) based on at least one constellation constrained capacity function. Each threshold may correspond to a maximum number of information bits for one stream when a particular modulation order is used for another stream. The UE may determine CQIs for multiple streams for the non-linear detector based on the at least one parameter. The UE may also select a precoding matrix (e.g., jointly with the CQIs) based on the at least one parameter. The UE may report the selected precoding matrix and the CQIs for the multiple streams. The UE may thereafter receive a transmission of the multiple streams, which may be transmitted based on the selected precoding matrix and the CQIs.
1. A method for wireless communication, comprising:
determining at least one parameter based on at least one constellation constrained capacity function; and
determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the at least one first threshold and the at least one second threshold comprises determining the at least one first threshold and the at least one second threshold based further on a precoding matrix and a channel matrix, and
wherein the determining the CQIs for the multiple streams comprises
evaluating each of a plurality of precoding matrices,
selecting a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the highest overall throughput for the selected precoding matrix.
2. The method of claim 1 , wherein the at least one first threshold and the at least one second threshold relate to transport block size (TBS).
3. The method of claim 1 , wherein the at least one first threshold and the at least one second threshold relate to signal-to-noise-and-interference ratio (SINR).
4. The method of claim 1 , wherein the determining the at least one first threshold and the at least one second threshold comprises determining the at least one first threshold and the at least one second threshold based further on a noise covariance matrix.
5. The method of claim 1 , further comprising:
determining throughput for a single stream for each of a plurality of precoding vectors;
determining overall throughput for the multiple streams for each of a plurality of precoding matrices;
selecting transmission of the single stream if a highest throughput for the single stream is higher than a highest overall throughput for the multiple streams; and
selecting transmission of the multiple streams if the highest overall throughput for the multiple streams is higher than the highest throughput for the single stream.
6. The method of claim 1 , wherein the non-linear detector comprises a max-log-map (MLM) detector, or a maximum likelihood (ML) detector, or a MLM detector with successive interference cancellation (SIC), or a ML detector with SIC, or a sphere detector.
7. The method of claim 1 , wherein the at least one first parameter is determined based further on successive interference cancellation (SIC) being performed for the multiple streams.
8. A method for wireless communication, comprising:
determining at least one parameter based on at least one constellation constrained capacity function; and
determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the at least one first threshold and the at least one second threshold comprises
determining a first constellation constrained capacity of a channel for the second stream with a particular modulation order being used for the second stream, Gaussian noise due to the first stream, and Gaussian channel noise,
determining a second constellation constrained capacity of the channel for the second stream with the particular modulation order being used for the second stream and Gaussian channel noise,
determining a first capacity of a channel for the first stream with Gaussian channel noise,
determining a second capacity of the channel for the first stream with discrete interference from the second stream based on the first and second constellation constrained capacities and the first capacity, and
determining a first threshold for the first stream with the particular modulation order being used for the second stream based on the second capacity.
9. A method for wireless communication, comprising:
determining at least one parameter based on at least one constellation constrained capacity function; and
determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the CQIs for the multiple streams comprises
determining a plurality of vertices of a graph formed based on the at least one first threshold on a horizontal axis and the at least one second threshold on a vertical axis,
determining an overall throughput for the first and second streams at each of the plurality of vertices,
determining a vertex associated with a highest overall throughput among the plurality of vertices, and
determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the vertex associated with the highest overall throughput.
10. The method of claim 9 , wherein the determining the CQIs for the multiple streams further comprises
repeating the determining a plurality of vertices, the determining an overall throughput, and the determining a vertex associated with a highest overall throughput for each of a plurality of precoding matrices,
selecting a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
determining the CQIs for the first and second streams based on the first threshold and the second threshold corresponding to the vertex associated with the highest overall throughput for the selected precoding matrix.
11. The method of claim 10 , wherein the determining the CQIs for the first and second streams comprises
mapping the first threshold to a first CQI for the first stream, and
mapping the second threshold to a second CQI for the second stream.
12. The method of claim 10 , further comprising:
reporting the selected precoding matrix and the CQIs for the first and second streams; and
receiving a transmission of the first and second streams transmitted based on the selected precoding matrix and the CQIs.
13. An apparatus for wireless communication, comprising:
means for determining at least one parameter based on at least one constellation constrained capacity function; and
means for determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the means for determining the at least one parameter comprises means for determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the means for determining the at least one first threshold and the at least one second threshold comprises means for determining the at least one first threshold and the at least one second threshold based further on a precoding matrix and a channel matrix, and
wherein the means for determining the CQIs for the multiple streams comprises
means for evaluating each of a plurality of precoding matrices,
means for selecting a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
means for determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the highest overall throughput for the selected precoding matrix.
14. The apparatus of claim 13 , wherein the means for determining the at least one first threshold and the at least one second threshold comprises means for determining the at least one first threshold and the at least one second threshold based further on a noise covariance matrix.
15. An apparatus for wireless communication, comprising:
means for determining at least one parameter based on at least one constellation constrained capacity function; and
means for determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the means for determining the at least one parameter comprises means for determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the means for determining the at least one first threshold and the at least one second threshold comprises
means for determining a first constellation constrained capacity of a channel for the second stream with a particular modulation order being used for the second stream, Gaussian noise due to the first stream, and Gaussian channel noise,
means for determining a second constellation constrained capacity of the channel for the second stream with the particular modulation order being used for the second stream and Gaussian channel noise,
means for determining a first capacity of a channel for the first stream with Gaussian channel noise,
means for determining a second capacity of the channel for the first stream with discrete interference from the second stream based on the first and second constellation constrained capacities and the first capacity, and
means for determining a first threshold for the first stream with the particular modulation order being used for the second stream based on the second capacity.
16. An apparatus for wireless communication, comprising:
means for determining at least one parameter based on at least one constellation constrained capacity function; and
means for determining channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the means for determining the at least one parameter comprises means for determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the means for determining the CQIs for the multiple streams comprises
means for determining a plurality of vertices of a graph formed based on the at least one first threshold on a horizontal axis and the at least one second threshold on a vertical axis,
means for determining an overall throughput for the first and second streams at each of the plurality of vertices,
means for determining a vertex associated with a highest overall throughput among the plurality of vertices, and
means for determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the vertex associated with the highest overall throughput.
17. The apparatus of claim 16 , wherein the means for determining the CQIs for the multiple streams further comprises
means for repeating the determining a plurality of vertices, the determining an overall throughput, and the determining a vertex associated with a highest overall throughput for each of a plurality of precoding matrices,
means for selecting a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
means for determining the CQIs for the first and second streams based on the first threshold and the second threshold corresponding to the vertex associated with the highest overall throughput for the selected precoding matrix.
18. An apparatus for wireless communication, comprising:
at least one processor configured to determine at least one parameter based on at least one constellation constrained capacity function, and to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the at least one processor is configured to determine at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the at least one processor is configured to determine the at least one first threshold and the at least one second threshold based further on a precoding matrix and a channel matrix, and
wherein the at least one processor is configured to evaluate each of a plurality of precoding matrices, to select a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and to determine CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the highest overall throughput for the selected precoding matrix.
19. The apparatus of claim 18 , wherein the at least one processor is configured to determine the at least one first threshold and the at least one second threshold based further on a noise covariance matrix.
20. An apparatus for wireless communication, comprising:
at least one processor configured to determine at least one parameter based on at least one constellation constrained capacity function, and to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the at least one processor is configured to determine at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the at least one processor is configured to
determine a first constellation constrained capacity of a channel for the second stream with a particular modulation order being used for the second stream, Gaussian noise due to the first stream, and Gaussian channel noise,
determine a second constellation constrained capacity of the channel for the second stream with the particular modulation order being used for the second stream and Gaussian channel noise,
determine a first capacity of a channel for the first stream with Gaussian channel noise, to
determine a second capacity of the channel for the first stream with discrete interference from the second stream based on the first and second constellation constrained capacities and the first capacity, and
determine a first threshold for the first stream with the particular modulation order being used for the second stream based on the second capacity.
21. An apparatus for wireless communication, comprising:
at least one processor configured to determine at least one parameter based on at least one constellation constrained capacity function, and to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the at least one processor is configured to determine at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the at least one processor is configured to
determine a plurality of vertices of a graph formed based on the at least one first threshold on a horizontal axis and the at least one second threshold on a vertical axis,
determine an overall throughput for the first and second streams at each of the plurality of vertices, to determine a vertex associated with a highest overall throughput among the plurality of vertices, and
determine CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the vertex associated with the highest overall throughput.
22. The apparatus of claim 21 , wherein the at least one processor is configured to
repeat determining a plurality of vertices, determining an overall throughput, and determining a vertex associated with a highest overall throughput for each of a plurality of precoding matrices,
select a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
determine the CQIs for the first and second streams based on the first threshold and the second threshold corresponding to the vertex associated with the highest overall throughput for the selected precoding matrix.
23. A computer program product, comprising:
a non-transitory computer-readable medium comprising:
code for causing at least one computer to determine at least one parameter based on at least one constellation constrained capacity function, and
code for causing the at least one computer to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the at least one first threshold and the at least one second threshold comprises determining the at least one first threshold and the at least one second threshold based further on a precoding matrix and a channel matrix, and
wherein the determining the CQIs for the multiple streams comprises
evaluating each of a plurality of precoding matrices,
selecting a precoding matrix associated with a highest overall throughput among the plurality of precoding matrices, and
determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the highest overall throughput for the selected precoding matrix.
24. A computer program product, comprising:
a non-transitory computer-readable medium comprising:
code for causing at least one computer to determine at least one parameter based on at least one constellation constrained capacity function, and
code for causing the at least one computer to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the at least one first threshold and the at least one second threshold comprises
determining a first constellation constrained capacity of a channel for the second stream with a particular modulation order being used for the second stream, Gaussian noise due to the first stream, and Gaussian channel noise,
determining a second constellation constrained capacity of the channel for the second stream with the particular modulation order being used for the second stream and Gaussian channel noise,
determining a first capacity of a channel for the first stream with Gaussian channel noise,
determining a second capacity of the channel for the first stream with discrete interference from the second stream based on the first and second constellation constrained capacities and the first capacity, and
determining a first threshold for the first stream with the particular modulation order being used for the second stream based on the second capacity.
25. A computer program product, comprising:
a non-transitory computer-readable medium comprising:
code for causing at least one computer to determine at least one parameter based on at least one constellation constrained capacity function, and
code for causing the at least one computer to determine channel quantity indicators (CQIs) for multiple streams for a non-linear detector based on the at least one parameter,
wherein the multiple streams comprise a first stream and a second stream,
wherein the determining the at least one parameter comprises determining at least one first threshold for the first stream and at least one second threshold for the second stream based on the at least one constellation constrained capacity function, each first threshold corresponding to a different modulation order for the second stream, and each second threshold corresponding to a different modulation order for the first stream,
wherein the determining the CQIs for the multiple streams comprises
determining a plurality of vertices of a graph formed based on the at least one first threshold on a horizontal axis and the at least one second threshold on a vertical axis,
determining an overall throughput for the first and second streams at each of the plurality of vertices,
determining a vertex associated with a highest overall throughput among the plurality of vertices, and
determining CQIs for the first and second streams based on a first threshold and a second threshold corresponding to the vertex associated with the highest overall throughput.