Matrix equalization computation with pipelined architecture
US-10505599-B1 · Dec 10, 2019 · US
US11018729B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11018729-B2 |
| Application number | US-202016876261-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 18, 2020 |
| Priority date | May 21, 2019 |
| Publication date | May 25, 2021 |
| Grant date | May 25, 2021 |
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Flexible structured-pipelined CORDIC techniques efficiently perform various CORDIC operations and support different parameters for MIMO MEQ processing. The structured-pipelined CORDIC techniques simplify signal processing flow, unify input requirements and output delay, and simplify integration. Look-up table techniques provide quick generation of control signals, reduce design and verification efforts, and facilitate design automation. In addition, the structured-pipelined CORDIC techniques are conducive to hardware sharing and reuse. The structured-pipelined CORDIC techniques reduce integrated circuit area and power consumption.
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What is claimed is: 1. A Multiple-Input, Multiple-Output (MIMO) Orthogonal Frequency-Division Multiplexing (OFDM) receiver comprising: a structured-pipelined COordinate Rotation Digital Computer (CORDIC) configured to generate an output real signal, an output imaginary signal, and an output rotation signal, the structured-pipelined CORDIC comprising: a first input selection circuit configured to output a first input real signal selected from M input real signals according to an input selection signal where M is an integer greater than zero; a second input selection circuit configured to output a first input imaginary signal selected from M input imaginary signals according to the input selection signal; a third input selection circuit configured to output a first input rotation signal selected from M−1 input rotation signals and the output rotation signal according to the input selection signal; and I CORDIC stages coupled in series comprising: a first CORDIC stage configured to receive the first input real signal, the first input imaginary signal, the first input rotation signal, and an input control signal, and I−1 additional CORDIC stages, each of the I−1 additional CORDIC stage being configured to receive a corresponding output real signal, a corresponding output imaginary signal, a corresponding output rotation signal, and a corresponding stored control signal of a prior adjacent CORDIC stage of the I CORDIC stages, wherein the output real signal, the output imaginary signal, and the output rotation signal are based on a last output real signal, a last output imaginary signal, a last output rotation signal, respectively, generated by a last CORDIC stage of the I−1 additional CORDIC stages, where I is a second integer greater than one. 2. The MIMO OFDM receiver, as recited in claim 1 , wherein the input control signal is used to sequentially configure each of the I CORDIC stages to operate in a mode selected from a rotation mode, a vector mode, a bypass mode, and a storage mode. 3. The MIMO OFDM receiver, as recited in claim 1 , further comprising: a MIMO Matrix Equalizer (MEQ) comprising a plurality of structured-pipelined CORDICs, the structured-pipelined CORDIC being included in the plurality of structured-pipelined CORDICs. 4. The MIMO OFDM receiver, as recited in claim 3 , further comprising: a control circuit configured to generate the input control signal for operation of each structured-pipeline CORDIC of the MIMO MEQ based on an encoded state signal, a cycle count value, a burst count value, and a re-use cycle count value. 5. The MIMO OFDM receiver, as recited in claim 3 , wherein the plurality of structured-pipelined CORDICs are grouped by permutation operation of a QR decomposition of a channel matrix and are configured to generate N SS inverse channel matrices for a corresponding subcarrier of an OFDM signal. 6. The MIMO OFDM receiver, as recited in claim 3 , further comprising: a control circuit configured to sequentially cause the plurality of structured-pipelined CORDICs to perform N SS permutations of a QR decomposition to generate N SS inverse channel matrices based on a channel matrix, the channel matrix being an M×N SS matrix, wherein N SS is a number of information streams received in a received packet received by M antennas of the receiver, N SS ≤N SS_MAX , M≤M MAX , M≥N SS , N SS_MAX is a maximum number of information streams supported by the MIMO OFDM receiver, and M MAX is a maximum number of receiver antennas supported by the MIMO OFDM receiver. 7. The MIMO OFDM receiver, as recited in claim 6 , wherein N SS <N SS_MAX and M<M MAX . 8. The MIMO OFDM receiver, as recited in claim 3 , wherein the MIMO MEQ further comprises: a control circuit configured to apply an M×N SS inverse channel matrix to a received signal using the plurality of structured-pipelined CORDICs, wherein N SS ≤N SS_MAX and M≤M MAX , M is a number of receiver antennas used to receive the received signal, N SS is a number of information streams received in the received signal, and M≥N SS , N SS_MAX is a maximum number of information streams supported by the MIMO MEQ, and M MAX is a maximum number of receiver antennas supported by the MIMO MEQ. 9. The MIMO OFDM receiver, as recited in claim 1 , further comprising: a MIMO Matrix Equalizer (MEQ) comprising a plurality of first structured-pipelined CORDICs associated with a first permutation of a QR decomposition and configured to generate a first upper triangular matrix based on an M×N SS channel matrix, M being a number of receiver antennas, and N SS being a number of information streams received in a received packet; a first select circuit configured to provide a first submatrix selected from a plurality of submatrices of the first upper triangular matrix based on N SS ; a plurality of second structured-pipelined CORDICs associated with a second permutation of the QR decomposition and configured to generate a second upper triangular matrix based on the first submatrix and the first upper triangular matrix; a second select circuit configured to provide a second submatrix selected from a plurality of second submatrices of the first upper triangular matrix based on N SS ; a plurality of third structured-pipelined CORDICs associated with a third permutation of the QR decomposition and configured to generate a third upper triangular matrix based on the second submatrix and the first upper triangular matrix; and a plurality of fourth structured-pipelined CORDICs associated with a fourth permutation of the QR decomposition and configured to generate a fourth upper triangular matrix based on the first upper triangular matrix, wherein the structured-pipelined CORDIC is included in the plurality of first structured-pipelined CORDICs. 10. A method for operating A Multiple-Input, Multiple-Output (MIMO) Orthogonal Frequency-Division Multiplexing (OFDM) receiver, the method comprising: generating an output real signal, an output imaginary signal, and an output rotation signal by performing a structured-pipelined CORDIC operation comprising: selecting a first input real signal from M input real signals according to an input selection signal, where M is an integer greater than one; selecting a first input imaginary signal from M input imaginary signals according to the input selection signal; selecting a first input rotation signal from M−1 input rotation signals and the output rotation signal according to the input selection signal; performing I iterations of a CORDIC operation comprising: performing a first iteration of the CORDIC operation on the first input real signal, the first input imaginary signal, and the first input rotation signal according to an input control signal; and performing I−1 additional iterations of the CORDIC operation, each of the I−1 additional CORDIC operations including receiving a corresponding output real signal, a corresponding output imaginary signal, a corresponding output rotation signal, and a corresponding stored control signal of a prior contiguous CORDIC operation of the I CORDIC operations, wherein the output real signal, the output imaginary signal, and the output rotation signal are based on a last output real signal, a last output imaginary signal, a last output rotation signal, respectively, generated by a last CORDIC operation of the I−1 additional CORDIC operations. 11. The method, as recited in claim 10 , further comprising: selecting the CORDIC operation is selected from a rotation operation, a vector operation, a bypass operation, and a storage operation. 12. The method, as recited in claim 10 , further comprising: determining N SS upper triangula
using error minimizing algorithms, e.g. minimum mean squared error [MMSE], "cross-correlation" or matrix inversion · CPC title
operating in the frequency domain (H04L25/03165, H04L25/03178 take precedence) · CPC title
Pilot or known symbols · CPC title
Time-frequency-space · CPC title
Carrier regulation (of chaotic carriers H04L27/001; for multicarrier receivers H04L27/2657) · CPC title
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