The invention relates generally to communications and, more particularly, to techniques for calibrating and correcting IQ imbalance in wireline and wireless communication systems.
Communication transmitters often use IQ modulation to modulate carrier waves with data to be transmitted. A problem that may occur in a system using IQ modulation is transmit IQ imbalance, which is basically an imbalance between the in-phase and quadrature components of a transmitted signal. Techniques are needed for efficiently and accurately performing transmit IQ imbalance calibration and/or compensation in a receiving device.
In the following detailed description, reference is made to the accompanying drawings that show, by way of illustration, specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. In the drawings, like numerals refer to the same or similar functionality throughout the several views.
The present invention relates to techniques that may be used to calibrate and correct for IQ imbalance in a remote transmitter from the receiver side of the communication. In one implementation, the techniques are adapted for use with the multimedia over coax alliance (MoCA) communication standard, however many other applications exist (both wireline and wireless). By performing the IQ imbalance calibration on the receiver side, it was determined that system performance could be improved substantially over calibration techniques of the past. The techniques of the present invention may be used in conjunction with orthogonal frequency division multiplexing (OFDM) systems, orthogonal frequency division multiple access (OFDMA) systems, and for systems using other multicarrier technologies.
In the MoCA standard, there is no specification for IQ imbalance at the transmitter, except for an error vector magnitude (EVM) requirement of −30 dB. In order to correctly receive 256 quadrature amplitude modulation (256 QAM) data, the signal to noise ratio (SNR) at the decoder input needs to be at least 30 dB. If RF noise figure (5 dB) and base band implementation loss (3 dB) are taken into account, an EVM of −38 dB is required at the transmitter. Based on the above, it was determined that the transmitter IQ imbalance calibration should be performed at the receiver side to improve the system performance and bring the EVM down at the receiver side in order to enable the use of 256 proper QAM modulation in the MoCA link.
Ideally, in the transmitter, the in-phase signal and the quadrature signal have the same magnitude and are 90 degrees out of phase. If not, then an IQ imbalance is said to exist. For various reasons, an IQ imbalance can degrade the quality of communication in the underlying network. Therefore, limits may be placed on the amount of IQ imbalance that is allowed to exist. To stay within the limits, calibration and compensation may be used to reduce the amount of IQ imbalance that exists. In accordance with the present invention, calibration and compensation for transmitter IQ imbalance are undertaken within the receiver.
In conceiving the present invention, it was appreciated that IQ imbalance may have various causes, which can be both frequency dependent and frequency independent. Referring to
z(t)=x(t)+jy(t).
where x(t) is the in-phase component and y(t) is the quadrature component. With the frequency dependent IQ imbalance added in, the baseband signal becomes:
z′(t)=hti(t)x(t)+jhtq(t)y(t)=x′(t)+jy′(t)
where is the convolution operator.
The frequency independent IQ imbalance may include both a gain (or magnitude) imbalance and a phase imbalance. In
where * represents the complex conjugate. In the frequency domain, the above equation becomes:
If it is assumed that Htq(F)=g(F)Hti(F)e−jβ(F) where g(F) and β(F) are linear functions of F, then the above expression becomes:
Now, substituting 1+ε(F) for (1+ε)g(F) and α(F) for (α+β(f)):
And further substituting a(F) for 1+(1+ε(F))e−jα(F) and b(F) for 1−(1+ε(F))e−jα(F), the equation reduces to:
Z″(F)=Hti(F){a(F)Z(F)+b(F)Z*(−F)}.
This frequency domain representation shows that the transmit signal with IQ imbalance includes information on both the transmit tone (i.e., F) and an image tone (i.e., −F).
After the transmit signal with IQ imbalance has been transmitted, it propagates through the channel 16, 18 and is received by the receiver 14. In the frequency domain, the received signal R(F) may be expressed as:
R(F)=H(F)Z″(F)+N
where H(F) is the frequency domain channel matrix and N is the noise. Substituting for Z″(F) results in:
R(F)=H(F)Hti(F){a(F)Z(F)+b(F)Z*(−F)}+N.
To perform channel estimation within the communication arrangement 10 of
R(F)=H(F){a(F)C(F)+b(F)C*(−F)}+N
where C(F) is the CE sequence with values of +1 and −1. The channel estimation in the receiver may be performed as follows:
Ĥ(F)=C(F)R(F)=H(F){a(F)+b(F)C(F)C*(−F)}+N
where Ĥ(F) is the channel estimate. It is apparent that there is an IQ imbalance term in the channel estimate Ĥ(F). To correct the channel estimate, this IQ imbalance term should be taken out. This can be performed as follows:
where {tilde over (H)} is the corrected channel.
As described previously, in one aspect of the present invention, transmitter IQ calibration is performed at the receiver. The MoCA standard uses “probe” signals to determine the frequency response of the channel between a transmitter and a receiver at the various OFDM subcarrier frequencies. In at least embodiment of the present invention, a Type II probe is used to perform the IQ calibration in the receiving device. In a type II probe, there are only two tones used for transmission. For example,
where Z(F1)=4.7610+j4.7610 is the Type II probe data. After frequency domain equalization (FEQ), the equalized signal becomes:
This leads to:
Therefore, when C(F)C*(−F)=1, the phase and gain of the IQ imbalance at frequency F1 is given by:
{circumflex over (α)}(F1)=−angle(y′(F1)−1)
1+{circumflex over (ε)}(F1)=abs(y′(F1)−1)
and when C(F)C*(−F)=−1, the phase and gain of the IQ imbalance at frequency F1 is given by:
{circumflex over (α)}(F1)=angle(y′(F1)−−1)
1+{circumflex over (ε)}(F1)=1/abs(y′(F1)−1)
The phase and gain imbalance at frequency F2 can be calculated in the same manner. Using the linear relationship between the frequency dependent imbalance and frequency, the slope of the phase and gain imbalance can be calculated as follows:
It follows that the y-intercept of the phase and gain imbalance lines (which are linear) may be calculated as:
angle intercept={circumflex over (α)}(F1)−F1*angleslope
abs intercept=1+{circumflex over (ε)}(F1)−F1*absslope
Given the intercept and slope of the phase and gain imbalance, the phase and gain imbalance at each tone can be obtained. The value of a(F) and b(F) at each tone frequency may then be estimated as follows:
After the calibration has been completed, the results of the calibration may be used to perform IQ imbalance compensation within the receiver. When a signal having IQ imbalance is transmitted to a receiving device, as described above, the received signal is:
R(F)=H(F)Hti(F){a(F)Z(F)+b(F)Z*(−F)}+N.
The data at tone F1 and image tone −F1 in the above equation, after FEQ, is in the form:
{circumflex over (Z)}(F1)=a(F1)Z(F1)+b(F1)Z*(−F1); and
{circumflex over (Z)}(−F1)=a(−F1)Z(−F1)+b(−F1)Z*(F1)
The recovered data after IQ imbalance compensation is then given by:
Next, the signals undergo frequency domain equalization 60. After equalization, a common phase error is estimated 62 and corrected for 64. The IQ calibration 66 is then performed within the receiver. As described previously, during the IQ calibration, the phase and gain of the IQ imbalance is first determined for each of the frequencies F1, F2 of the Type II probe. The slope of the phase imbalance and the slope of the gain imbalance may then be found. The y intercept of the phase and gain imbalance may then be determined. The intercept and slope of the phase and gain imbalance may then be used to generate expressions for a(F) and b(F) for each tone frequency used in the multicarrier system, as described previously. After the IQ calibration has been performed, the signals may be demapped and decoded 68.
After the IQ calibration has been performed in the receiver, IQ compensation may be initiated.
The above equation may be evaluated for each of the tones of interest in the system (e.g., each of the tones that are carrying user data). After the channel has been compensated, frequency domain equalization 60 may be performed. Then, IQ compensation for the transmitted data 84 may be undertaken. As described previously, the following equation may be used to compensate for the data at tone F:
The values for a and b at a particular frequency may be found using the following equations:
After the data has been IQ compensated, the common phase error may be estimated 62 and corrected for 64, as described previously. The signals may then be demapped and decoded 68.
The techniques and structures of the present invention may be implemented in any of a variety of different forms. For example, features of the invention may be embodied within various forms of communication devices, both wired and wireless; television sets; set top boxes; audio/video devices; laptop, palmtop, desktop, and tablet computers with or without wireless capability; personal digital assistants (PDAs); telephones; pagers; satellite communicators; cameras having communication capability; network interface cards (NICs) and other network interface structures; base stations; wireless access points; integrated circuits; as instructions and/or data structures stored on machine readable media; and/or in other formats. Examples of different types of machine readable media that may be used include floppy diskettes, hard disks, optical disks, compact disc read only memories (CD-ROMs), digital video disks (DVDs), Blu-ray disks, magneto-optical disks, read only memories (ROMs), random access memories (RAMs), erasable programmable ROMs (EPROMs), electrically erasable programmable ROMs (EEPROMs), magnetic or optical cards, flash memory, and/or other types of media suitable for storing electronic instructions or data.
It should be appreciated that the individual blocks illustrated in the block diagrams herein may be functional in nature and do not necessarily correspond to discrete hardware elements. For example, in at least one embodiment, two or more of the blocks are implemented in software within a single digital processing device. The digital processing device may include, for example, a general purpose microprocessor, a digital signal processor (DSP), a reduced instruction set computer (RISC), a complex instruction set computer (CISC), a field programmable gate array (FPGA), an application specific integrated circuit (ASIC), and/or others, including combinations of the above. Hardware, software, firmware, and hybrid implementations may be used.
In the foregoing detailed description, various features of the invention are grouped together in one or more individual embodiments for the purpose of streamlining the disclosure. This method of disclosure is not to be interpreted as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects may lie in less than all features of each disclosed embodiment.
Although the present invention has been described in conjunction with certain embodiments, it is to be understood that modifications and variations may be resorted to without departing from the spirit and scope of the invention as those skilled in the art readily understand. Such modifications and variations are considered to be within the purview and scope of the invention and the appended claims.
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