Methods and apparatus for mitigation of radio-frequency impairments in wireless network communication
Systems and techniques for in-phase/quadrature estimation are described. As data frames are received at a wireless networking direct-conversion receiver, preambles of the data frames are examined to identify frequency-independent subcarriers. Preamble-based estimation is used to estimate in-phase/quadrature imbalance for frequency-independent subcarriers and blind estimation is used to estimate in-phase/quadrature imbalance for frequency-dependent subcarriers. The estimation may be performed continuously and refined as new frames are received. At appropriate intervals, compensation is performed using current imbalance estimates.
1. An apparatus comprising:
at least one processor;
memory storing a program of instructions;
wherein the memory storing the program of instructions is configured to, with the at least one processor, cause the apparatus to at least:
receive one or more data frames transmitted to a direct conversion receiver operating in a wireless access network;
examine a preamble of each data frame to determine whether the subcarrier transmitting the data frame exhibits linear independence;
for each subcarrier exhibiting linear independence, perform preamble-based estimation to estimate in-phase/quadrature imbalance using frequency domain symbols appearing in the preamble;
perform blind estimation to estimate the phase/quadrature imbalance of subcarriers that have not been determined to exhibit linear independence;
generate an overall in-phase/quadrature imbalance estimate based on the preamble-based estimate and the blind estimation; and
perform compensation based on the overall in-phase quadrature imbalance estimate.
2. The apparatus of claim 1 , wherein the preamble-based estimation is used to estimate phase error of local oscillator signals.
3. The apparatus of claim 1 , wherein the overall in-phase/quadrature estimate is generated by averaging the phase error of local oscillator signals over multiple frames during periods in which channel and in-phase/quadrature imbalance parameters are invariant.
4. The apparatus of claim 1 , wherein the apparatus is further caused to collect statistics for received symbols, and wherein blind estimation comprises jointly using the collected statistics with the estimation of the phase mismatch of local oscillator symbols to estimate additional in-phase/quadrature imbalance parameters.
5. The apparatus of claim 1 , wherein the additional in-phase/quadrature imbalance parameters comprise at least one of: the estimated ratio of the composite gain on the quadrature branch over the in-phase branch on a specified subcarrier, wherein the composite gain is the product of the local oscillator signal and the gain of a low pass filter on a specified branch of a receiver; and phase mismatch of the low pass filters on different branches of the receiver.
6. The apparatus of claim 1 , wherein the apparatus operates in a direct-conversion receiver operating under the IEEE 802.11 standard.
7. A method comprising:
receiving one or more data frames transmitted to a direct conversion receiver operating in a wireless access network;
examining a preamble of each data frame to determine whether the subcarrier transmitting the data frame exhibits linear independence;
for each subcarrier exhibiting linear independence, performing preamble-based estimation to estimate in-phase/quadrature imbalance using frequency domain symbols appearing in the preamble;
performing blind estimation to estimate the phase/quadrature imbalance of subcarriers that have not been determined to exhibit linear independence;
generating an overall in-phase/quadrature imbalance estimate based on the preamble-based estimate and the blind estimation; and
performing compensation based on the overall in-phase quadrature imbalance estimate.
8. The method of claim 7 , wherein the preamble-based estimation is used to estimate phase error of local oscillator signals.
9. The method of claim 7 , wherein the overall in-phase/quadrature estimate is generated by averaging the phase error of local oscillator signals over multiple frames during periods in which channel and in-phase/quadrature imbalance parameters are invariant.
10. The method of claim 7 , further comprising collecting statistics for received symbols, and wherein blind estimation comprises jointly using the collected statistics with the estimation of the phase mismatch of local oscillator symbols to estimate additional in-phase/quadrature imbalance parameters.
11. The method of claim 7 , wherein the additional in-phase/quadrature imbalance parameters comprise at least one of: the estimated ratio of the composite gain on the quadrature branch over the in-phase branch on a specified subcarrier, wherein the composite gain is the product of the local oscillator signal and the gain of a low pass filter on a specified branch of a receiver; and phase mismatch of the low pass filters on different branches of the receiver.
12. The method of claim 7 , wherein the method is performed in a direct-conversion receiver operating under the IEEE 802.11 standard.
13. A non-transitory computer-readable medium storing a program of instructions execution of which by at least one processor configures an apparatus to at least:
receive one or more data frames transmitted to a direct conversion receiver operating in a wireless access network;
examine a preamble of each data frame to determine whether the subcarrier transmitting the data frame exhibits linear independence;
perform preamble-based estimation to estimate in-phase/quadrature imbalance using frequency domain symbols appearing in the preamble;
perform blind estimation to estimate the phase/quadrature imbalance of one or more linearly dependent and independent subcarriers;
generate an overall in-phase/quadrature imbalance estimate based on the preamble-based estimate and the blind estimation; and
perform compensation based on the overall in-phase quadrature imbalance estimate.
14. The non-transitory computer-readable medium of claim 13 , wherein the preamble-based estimation is used to estimate phase error of local oscillator signals.
15. The non-transitory computer-readable medium of claim 13 , wherein the overall in-phase/quadrature estimate is generated by averaging the phase error of local oscillator signals over multiple frames during periods in which channel and in-phase/quadrature imbalance parameters are invariant.
16. The non-transitory computer-readable medium of claim 13 , wherein the apparatus is further configured to collect statistics for received symbols, and wherein blind estimation comprises jointly using the collected statistics with the estimation of the phase mismatch of local oscillator symbols to estimate additional in-phase/quadrature imbalance parameters.
17. The non-transitory computer-readable medium of claim 13 , wherein the additional in-phase/quadrature imbalance parameters comprise at least one of: the estimated ratio of the composite gain on the quadrature branch over the in-phase branch on a specified subcarrier, wherein the composite gain is the product of the local oscillator signal and the gain of a low pass filter on a specified branch of a receiver; and phase mismatch of the low pass filters on different branches of the receiver.
18. The non-transitory computer-readable medium of claim 13 , wherein the apparatus operates in a direct-conversion receiver operating under the IEEE 802.11 standard.