WO2016095261A1 - Method for estimating and restraining distributed iq imbalance - Google Patents
Method for estimating and restraining distributed iq imbalance Download PDFInfo
- Publication number
- WO2016095261A1 WO2016095261A1 PCT/CN2014/095118 CN2014095118W WO2016095261A1 WO 2016095261 A1 WO2016095261 A1 WO 2016095261A1 CN 2014095118 W CN2014095118 W CN 2014095118W WO 2016095261 A1 WO2016095261 A1 WO 2016095261A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- imbalance
- signal
- training signal
- frame
- update
- Prior art date
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
Definitions
- the present invention belongs to the field of digital communications, and in particular, to an IQ (in-phase orthogonal branch) imbalance estimation and suppression method for an OFDM (Orthogonal Frequency Division Multiplexing) communication system.
- IQ in-phase orthogonal branch
- OFDM Orthogonal Frequency Division Multiplexing
- IQ in-phase orthogonal branch
- the two crystal oscillators are not completely orthogonal during the up-conversion process, which causes IQ imbalance unrelated to the frequency point.
- the real (I-way) and imaginary (Q-way) signals pass through the amplifiers, filters and other analog devices are not completely consistent, this factor causes the frequency imbalance-related IQ imbalance.
- IQ imbalance problem In zero-IF systems, especially those that also employ OFDM and high-order constellation modulation, the IQ imbalance problem has been studied more and more. IQ imbalance can cause mutual interference between OFDM mirror subcarriers, affecting the correctness of the constellation demodulation process.
- the existing IQ imbalance estimation and suppression methods have many limitations. For example, most algorithms only study the single-ended IQ imbalance problem at the origin or the end; most algorithms only study the IQ independent of the frequency. Balance problem; most algorithms do not consider the influence of carrier frequency deviation on IQ imbalance estimation and suppression; most algorithms have large computational complexity, which is not conducive to hardware implementation.
- the purpose of the present invention is to avoid the limitations of the above prior methods, and to propose a distributed IQ imbalance estimation and suppression method in an OFDM system.
- the invention has wide application range, and can estimate and suppress the IQ imbalance related to or not related to the frequency point in the RF circuit at the originating or terminating end, and at the same time, can effectively resist the influence of the frequency offset and has low computational complexity.
- a) performing OFDM demodulation on the received training signal in the first frame to obtain a frequency domain signal S(k), where k is an OFDM subcarrier number, N is the total number of subcarriers; removing the modulation information in S(k) results in the interference term J(k) caused by IQ imbalance, J(k) S(k)-S 0 (k)H(k), where H(k) is the channel response on the kth subcarrier of the lth frame, and S 0 (k) is the modulation information on the kth subcarrier of the lth frame;
- the receiver continuously receives more frames, l+1th frame, l+2th frame, ..., and repeats the above 4 steps.
- the received first frame includes two parts of the training signal and the data signal.
- the present invention is not limited to such a frame structure.
- the training signal and the data signal are two independent frames, and the present invention is equally applicable to such a frame structure.
- the modulation information S 0 (k) may be obtained by decision feedback, or may be information known at both ends of the transmission and reception; the channel response H(k) may be obtained by various channel estimation algorithms.
- the relative frequency offset f ⁇ can be obtained by various frequency offset estimation algorithms.
- the updating method in the step c) is an exponentially weighted moving average, wherein ⁇ is a constant, and the larger the ⁇ is, the faster the estimation speed of the IQ imbalance is; the smaller the ⁇ is, the higher the estimation accuracy of the IQ imbalance is.
- other update methods such as arithmetic averaging, can be used.
- l is a variable, representing that one frame containing training symbols has been received.
- the above method gives the IQ imbalance estimation and suppression method for both the receiving end and the originating end.
- the above method can be applied to the IQ imbalance estimation and suppression at the receiving end, and also to the IQ imbalance estimation and suppression at the origin. For example, in step b), only A(k) or B(k) is estimated. After iterative update, perform step d). Subtract the corresponding item when making corrections or
- the present invention makes full use of the time-varying slow characteristic of IQ imbalance. Through multi-frame distributed estimation, higher IQ imbalance estimation accuracy can be obtained, thereby improving the suppression effect of IQ imbalance.
- the invention estimates the IQ imbalance parameters of the originating end and the receiving end in the frequency domain, and can be adapted to the IQ imbalance scene related to the frequency point or uncorrelated with the frequency point, and the present invention considers the frequency offset to the IQ imbalance.
- the impact of estimation and suppression is more in line with the actual application scenario.
- the implementation complexity of the present invention is low, and only a small number of multiplication and division operations are implemented by hardware.
- Figure 1 shows two examples of frame structures suitable for use in the present invention
- Figure 2 is a flow chart of the algorithm of the present invention
- Figure 3 is a performance simulation diagram of the present invention.
- FIG. 1 shows two examples of frame structure scenarios to which the present invention is applicable.
- one frame includes two parts of a training signal and a data signal;
- scene (b) there are two types of frames, respectively containing training signals. Or data signal.
- FIG. 2 is an algorithm flow of the present invention. Referring to FIG. 2, the implementation flow of the IQ imbalance estimation and suppression method of the present invention is as follows:
- the received signal is first subjected to OFDM demodulation, that is, an FFT operation is performed; according to different frame structures, the training signal S(k) and the data signal Y(k) in the frequency domain are outputted for estimation of IQ imbalance and data information, respectively. Transfer.
- the training signal S(k) is used for the estimation of the IQ imbalance parameter.
- the modulation information is removed from S(k) to obtain the interference term J(k) caused by the IQ imbalance; then the origin and the interference are calculated according to the interference term J(k).
- the IQ imbalance parameter of the receiving end completes the IQ imbalance estimation of the frame; finally, the frame estimates the IQ imbalance estimation result to store the final IQ imbalance parameter A(k) in the system and Update.
- the data signal Y(k) needs to suppress the IQ imbalance in the demodulation process, firstly equalize Y(k); then calculate the interference size of IQ imbalance from the equalized data and the IQ imbalance parameter stored in the system. Finally, the interference size is subtracted from the equalized data, and the IQ imbalance is suppressed and sent to the subsequent demodulation module.
- FIG. 3 is a performance simulation diagram of the present invention.
- the simulation uses 4096QAM, and it can be seen that when the system has IQ imbalance, the system will not work (the square mark is a solid line in the figure), and the bit error rate is high, and the IQ proposed by the present invention is adopted.
- the performance is significantly improved (the circle marked with a solid line in the figure), compared with the case where the IQ imbalance does not exist (the unmarked solid line in the figure), the present invention has only 1 dB of performance after correction. loss.
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Cable Transmission Systems, Equalization Of Radio And Reduction Of Echo (AREA)
- Digital Transmission Methods That Use Modulated Carrier Waves (AREA)
Abstract
Disclosed is a method for estimating and restraining a distributed IQ imbalance. The method comprises: demodulating a received OFDM system signal, and outputting a training signal S(k) and a data signal Y(k) in a frequency domain; for the training signal S(k), removing modulation information in the training signal S(k) to obtain an interference item J(k) caused by IQ imbalance; then, for each subcarrier in a frame in which the training signal S(k) is located, estimating IQ imbalance parameters A(k) and B(k) caused by a transmit end and a receive end; updating IQ imbalance parameters Ã(k) and B͂(k) of a system according to A(k) and B(k); performing channel equalization on a frequency domain signal Y(k) to acquire a signal X^(k); and correcting the IQ imbalance for X^(k). The present invention has a wide application range, can estimate and restrain IQ imbalance related to or unrelated to a frequency in a radio frequency circuit at a transmit end or a receive end, can effectively prevent influence of frequency deviation, and has low calculation complexity.
Description
本发明属于数字通信领域,具体涉及一种用于OFDM(Orthogonal Frequency Division Multiplexing,正交频分复用)通信系统中的IQ(同相正交支路)不平衡估计与抑制方法。The present invention belongs to the field of digital communications, and in particular, to an IQ (in-phase orthogonal branch) imbalance estimation and suppression method for an OFDM (Orthogonal Frequency Division Multiplexing) communication system.
随着数字通信系统的带宽不断增加,零中频的射频收发方案得到越来越多的应用。然而,IQ(同相正交支路)不平衡是零中频方案的一个重要的问题,严重影响通信系统的性能。在发端的上变频或收端的下变频过程中,造成IQ不平衡的因素主要有两个:第一,上下变频过程中两路晶振不完全正交,该因素造成与频点无关的IQ不平衡;第二,实部(I路)和虚部(Q路)两路信号所通过的放大器、滤波器等模拟器件不完全一致,该因素造成与频点相关的IQ不平衡。As the bandwidth of digital communication systems continues to increase, zero-IF RF transceiver solutions are increasingly used. However, IQ (in-phase orthogonal branch) imbalance is an important issue in the zero-IF scheme, which seriously affects the performance of the communication system. In the up-conversion or end-down conversion process of the originating end, there are two main factors that cause IQ imbalance: First, the two crystal oscillators are not completely orthogonal during the up-conversion process, which causes IQ imbalance unrelated to the frequency point. Second, the real (I-way) and imaginary (Q-way) signals pass through the amplifiers, filters and other analog devices are not completely consistent, this factor causes the frequency imbalance-related IQ imbalance.
在零中频系统,尤其是还采用了OFDM和高阶星座调制的系统中,IQ不平衡问题得到越来越多的研究。IQ不平衡会造成OFDM镜像子载波之间的相互干扰,影响星座解调过程的正确性。然而,已有的IQ不平衡估计与抑制方法存在很多的局限性,例如:大多数算法仅仅研究了发端或收端的单端IQ不平衡问题;大多数算法仅仅研究了与频点无关的IQ不平衡问题;大多数算法没有考虑到载波频率偏差对IQ不平衡估计与抑制的影响;大多数算法的运算复杂度很大,不利于硬件实现。In zero-IF systems, especially those that also employ OFDM and high-order constellation modulation, the IQ imbalance problem has been studied more and more. IQ imbalance can cause mutual interference between OFDM mirror subcarriers, affecting the correctness of the constellation demodulation process. However, the existing IQ imbalance estimation and suppression methods have many limitations. For example, most algorithms only study the single-ended IQ imbalance problem at the origin or the end; most algorithms only study the IQ independent of the frequency. Balance problem; most algorithms do not consider the influence of carrier frequency deviation on IQ imbalance estimation and suppression; most algorithms have large computational complexity, which is not conducive to hardware implementation.
发明内容Summary of the invention
本发明的目的在于避免上述已有方法的局限性,提出一种OFDM系统中的分布式IQ不平衡估计与抑制方法。本发明适用范围广,可以估计和抑制发端或收端射频电路中与频点相关或不相关的IQ不平衡,同时,能够有效抵抗频偏的影响且运算复杂度低。The purpose of the present invention is to avoid the limitations of the above prior methods, and to propose a distributed IQ imbalance estimation and suppression method in an OFDM system. The invention has wide application range, and can estimate and suppress the IQ imbalance related to or not related to the frequency point in the RF circuit at the originating or terminating end, and at the same time, can effectively resist the influence of the frequency offset and has low computational complexity.
本发明的技术方案包括如下步骤:The technical solution of the present invention includes the following steps:
a)对接收到的第l帧中的训练信号进行OFDM解调得到频域信号S(k),其中k为OFDM子载波编号,N为子载波总数;去除S(k)中的调制信息得到由IQ不平衡造成的干扰项J(k),J(k)=S(k)-S0(k)H(k),其中H(k)为第l帧第k个子载波上的信道响应,S0(k)为第l帧第k个子载波上的调制信息;
a) performing OFDM demodulation on the received training signal in the first frame to obtain a frequency domain signal S(k), where k is an OFDM subcarrier number, N is the total number of subcarriers; removing the modulation information in S(k) results in the interference term J(k) caused by IQ imbalance, J(k)=S(k)-S 0 (k)H(k), where H(k) is the channel response on the kth subcarrier of the lth frame, and S 0 (k) is the modulation information on the kth subcarrier of the lth frame;
b)对每一个子载波,估计由发端和收端引起的IQ不平衡参数,即A(k)和B(k),其中m=round(2f△),即2倍相对频偏f△的四舍五入;b) for each subcarrier, estimate the IQ imbalance parameters caused by the originating and terminating ends, namely A(k) and B(k), Where m=round(2f Δ ), that is, 2 times the relative frequency offset f △ is rounded off;
c)根据第l帧估计到的IQ不平衡参数A(k)和B(k),对系统IQ不平衡参数和进行更新, 其中δ为大于0小于1的常数;c) According to the estimated IQ imbalance parameters A(k) and B(k) in frame l, the system IQ imbalance parameter with Update, Where δ is a constant greater than 0 and less than 1;
d)对接收到的第l帧中的数据信号进行OFDM解调得到频域信号Y(k),并对其进行信道均衡得到信号
对进行IQ不平衡的纠正得到
送入后续模块,完成信号的解调,其中符号‘*’代表对变量取共轭操作;d) performing OFDM demodulation on the received data signal in the first frame to obtain a frequency domain signal Y(k), and performing channel equalization to obtain a signal Correct Correction of IQ imbalance is obtained Sending to the subsequent module to complete the demodulation of the signal, wherein the symbol '*' represents a conjugate operation on the variable;
e)接收机不断接收到更多的帧,第l+1帧,第l+2帧,…,并重复以上4步。e) The receiver continuously receives more frames, l+1th frame, l+2th frame, ..., and repeats the above 4 steps.
所述步骤a)和d)中,接收到的第l帧中包括训练信号和数据信号两个部分。但本发明不限于这种帧结构,例如,在某些通信系统中,训练信号和数据信号为两个独立的帧,本发明同样可以适用于这种帧结构。In the steps a) and d), the received first frame includes two parts of the training signal and the data signal. However, the present invention is not limited to such a frame structure. For example, in some communication systems, the training signal and the data signal are two independent frames, and the present invention is equally applicable to such a frame structure.
所述步骤a)中,调制信息S0(k)可以通过判决反馈得到,也可以是收发两端均已知的信息;信道响应H(k)可以通过各种信道估计算法得到。In the step a), the modulation information S 0 (k) may be obtained by decision feedback, or may be information known at both ends of the transmission and reception; the channel response H(k) may be obtained by various channel estimation algorithms.
所述步骤b)中,相对频偏f△可以通过各种频偏估计算法得到。In the step b), the relative frequency offset f Δ can be obtained by various frequency offset estimation algorithms.
所述步骤c)中的更新方法为指数加权滑动平均,其中δ为常数,δ越大,IQ不平衡的估计速度越快;δ越小,IQ不平衡的估计精度越高。在本步骤中,可以采用其他的更新方法,如算术平均, 其中l为变量,代表接收到了l个包含训练符号的帧。The updating method in the step c) is an exponentially weighted moving average, wherein δ is a constant, and the larger the δ is, the faster the estimation speed of the IQ imbalance is; the smaller the δ is, the higher the estimation accuracy of the IQ imbalance is. In this step, other update methods, such as arithmetic averaging, can be used. Where l is a variable, representing that one frame containing training symbols has been received.
上述方法给出了同时解决收端和发端的IQ不平衡估计与抑制方法;上述方法经过简单修改,既可以适用于收端的IQ不平衡估计与抑制,也适用于发端的IQ不平衡估计与抑制;比如步骤b)中只估计A(k)或B(k),进行迭代更新后,进行步骤d)中对进行纠正时减去相应的项或
The above method gives the IQ imbalance estimation and suppression method for both the receiving end and the originating end. The above method can be applied to the IQ imbalance estimation and suppression at the receiving end, and also to the IQ imbalance estimation and suppression at the origin. For example, in step b), only A(k) or B(k) is estimated. After iterative update, perform step d). Subtract the corresponding item when making corrections or
本发明的有益效果在于:The beneficial effects of the invention are:
1、本发明充分利用了IQ不平衡的时变缓慢特性,通过多帧分布式估计,可以得到更高的IQ不平衡估计精度,从而提高IQ不平衡的抑制效果。1. The present invention makes full use of the time-varying slow characteristic of IQ imbalance. Through multi-frame distributed estimation, higher IQ imbalance estimation accuracy can be obtained, thereby improving the suppression effect of IQ imbalance.
2、本发明在频域对发端和收端的IQ不平衡参数进行了估计,可以适应于与频点相关或与频点不相关的IQ不平衡场景,同时本发明考虑了频偏对IQ不平衡估计与抑制的影响,更加符合实际的应用场景。2. The invention estimates the IQ imbalance parameters of the originating end and the receiving end in the frequency domain, and can be adapted to the IQ imbalance scene related to the frequency point or uncorrelated with the frequency point, and the present invention considers the frequency offset to the IQ imbalance. The impact of estimation and suppression is more in line with the actual application scenario.
3、本发明的实现复杂度低,仅有少量的乘除法操作,利用硬件实现。3. The implementation complexity of the present invention is low, and only a small number of multiplication and division operations are implemented by hardware.
图1两种适用于本发明的帧结构示例;Figure 1 shows two examples of frame structures suitable for use in the present invention;
(a)一个帧包括训练信号和数据信号两部分的场景;(a) a frame comprising a training signal and a data signal in two parts;
(b)训练信号与数据信号位于不同帧内的场景;(b) a scene in which the training signal and the data signal are located in different frames;
图2本发明的算法流程图;Figure 2 is a flow chart of the algorithm of the present invention;
图3本发明的性能仿真图。Figure 3 is a performance simulation diagram of the present invention.
以下结合附图详细说明本发明所述的分布式IQ不平衡估计与抑制方法,但不构成对本发明的限制。The distributed IQ imbalance estimation and suppression method of the present invention will be described in detail below with reference to the accompanying drawings, but does not constitute a limitation of the present invention.
图1给出了本发明适用的两种帧结构场景示例,在场景(a)中,一个帧包括训练信号和数据信号两部分;在场景(b)中,存在两种帧,分别包含训练信号或数据信号。FIG. 1 shows two examples of frame structure scenarios to which the present invention is applicable. In scenario (a), one frame includes two parts of a training signal and a data signal; in scene (b), there are two types of frames, respectively containing training signals. Or data signal.
图2为本发明的算法流程。结合图2,本发明的IQ不平衡估计与抑制方法的实现流程为:2 is an algorithm flow of the present invention. Referring to FIG. 2, the implementation flow of the IQ imbalance estimation and suppression method of the present invention is as follows:
接收到的信号首先进行OFDM解调,即进行FFT操作;根据不同的帧结构,输出频域的训练信号S(k)和数据信号Y(k),分别用于IQ不平衡的估计以及数据信息的传送。The received signal is first subjected to OFDM demodulation, that is, an FFT operation is performed; according to different frame structures, the training signal S(k) and the data signal Y(k) in the frequency domain are outputted for estimation of IQ imbalance and data information, respectively. Transfer.
训练信号S(k)用于IQ不平衡参数的估计,首先从S(k)去除调制信息,得到由IQ不平衡引起的干扰项J(k);然后根据干扰项J(k)计算发端和收端的IQ不平衡参数,完成该帧的IQ不平衡估计;最后该帧估计到IQ不平衡估计结果对系统中存储最终的IQ不平衡参数A(k)和进行更新。
The training signal S(k) is used for the estimation of the IQ imbalance parameter. First, the modulation information is removed from S(k) to obtain the interference term J(k) caused by the IQ imbalance; then the origin and the interference are calculated according to the interference term J(k). The IQ imbalance parameter of the receiving end completes the IQ imbalance estimation of the frame; finally, the frame estimates the IQ imbalance estimation result to store the final IQ imbalance parameter A(k) in the system and Update.
数据信号Y(k)在解调过程需要进行IQ不平衡的抑制,首先对Y(k)进行均衡;然后由均衡后的数据和系统中存储的IQ不平衡参数计算出IQ不平衡的干扰大小;最后从均衡数据中减去干扰大小,完成IQ不平衡的抑制并送入后续的解调模块。The data signal Y(k) needs to suppress the IQ imbalance in the demodulation process, firstly equalize Y(k); then calculate the interference size of IQ imbalance from the equalized data and the IQ imbalance parameter stored in the system. Finally, the interference size is subtracted from the equalized data, and the IQ imbalance is suppressed and sent to the subsequent demodulation module.
图3为本发明的性能仿真图,该仿真采用4096QAM,可以看到系统存在IQ不平衡时,系统将无法工作(图中方形标记实线),误码率很高,采用本发明提出的IQ不平衡估计与抑制算法之后,性能得到明显改善(图中圆形标记实线),与IQ不平衡不存在的情况相比(图中无标记实线),本发明纠正后仅仅有1dB的性能损失。FIG. 3 is a performance simulation diagram of the present invention. The simulation uses 4096QAM, and it can be seen that when the system has IQ imbalance, the system will not work (the square mark is a solid line in the figure), and the bit error rate is high, and the IQ proposed by the present invention is adopted. After the unbalanced estimation and suppression algorithm, the performance is significantly improved (the circle marked with a solid line in the figure), compared with the case where the IQ imbalance does not exist (the unmarked solid line in the figure), the present invention has only 1 dB of performance after correction. loss.
以上所述的具体实施方式,对本发明的目的、技术方案和有益效果进行了进一步详细说明,所应理解的是,以上所述仅为本发明的具体实施方式而已,并不用于限定本发明的保护范围,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。
The specific embodiments of the present invention have been described in detail with reference to the preferred embodiments of the present invention. All modifications, equivalent substitutions, improvements, etc., made within the spirit and scope of the invention are intended to be included within the scope of the invention.
Claims (7)
- 一种分布式IQ不平衡估计方法,其特征在于,对接收到的OFDM信号进行解调,输出频域的训练信号S(k),k为OFDM子载波编号,N为子载波总数;然后去除训练信号S(k)中的调制信息,得到由IQ不平衡造成的干扰项J(k);然后对该训练信号S(k)所在帧中每一子载波,估计由发端引起的IQ不平衡参数A(k)和由收端引起的IQ不平衡参数B(k),其中,
- 如权利要求1所述的方法,其特征在于,所述干扰项J(k)=S(k)-S0(k)H(k)。The method of claim 1 wherein said interference term J(k) = S(k) - S 0 (k) H(k).
- 如权利要求1或2所述的方法,其特征在于,根据公式对OFDM系统的IQ不平衡参数进行更新;根据公式对OFDM系统的IQ不平衡参数进行更新;其中δ为大于0小于1的常数。Method according to claim 1 or 2, characterized in that IQ imbalance parameters for OFDM systems Update; according to the formula IQ imbalance parameters for OFDM systems An update is made; where δ is a constant greater than 0 and less than one.
- 一种分布式IQ不平衡估计与抑制方法,其特征在于,对接收到的OFDM系统信号进行解调,输出频域的训练信号S(k)和数据信号Y(k);k为OFDM子载波编号,N为训练信号S(k)所在帧的子载波总数;其中A distributed IQ imbalance estimation and suppression method, characterized in that a received OFDM system signal is demodulated, and a frequency domain training signal S(k) and a data signal Y(k) are output; k is an OFDM subcarrier Numbering, N is the total number of subcarriers of the frame in which the training signal S(k) is located;对于每一帧中的训练信号S(k),去除训练信号S(k)中的调制信息,得到由IQ不平衡造成的干扰项J(k);然后对该训练信号S(k)所在帧中每一子载波,估计由发端引起的IQ不平衡参数A(k)和由收端引起的IQ不平衡参数B(k),其中, H(k)为训练信号S(k)所在帧中第k个子载波上的信道响应,S0(k)为训练信号S(k)所在帧中第k个子载波上的调制信息,m=round(2f△),即2倍相对频偏f△的 四舍五入;然后根据IQ不平衡参数A(k)对系统的IQ不平衡参数进行更新、根据IQ不平衡参数B(k)对系统的IQ不平衡参数进行更新;For the training signal S(k) in each frame, the modulation information in the training signal S(k) is removed, and the interference term J(k) caused by the IQ imbalance is obtained; then the frame of the training signal S(k) is located For each subcarrier, estimate the IQ imbalance parameter A(k) caused by the origin and the IQ imbalance parameter B(k) caused by the termination, where H(k) is the channel response on the kth subcarrier in the frame where the training signal S(k) is located, and S 0 (k) is the modulation information on the kth subcarrier in the frame where the training signal S(k) is located, m=round (2f △ ), that is, the rounding of the relative frequency offset f △ of 2 times; then the IQ imbalance parameter of the system according to the IQ imbalance parameter A(k) Update, according to the IQ imbalance parameter B(k), the IQ imbalance parameter of the system Update;
- 如权利要求4所述的方法,其特征在于,所述训练信号S(k)和数据信号Y(k)位于同一帧中,或者所述训练信号S(k)和数据信号Y(k)分别位于不同的帧中。The method according to claim 4, wherein said training signal S(k) and data signal Y(k) are located in the same frame, or said training signal S(k) and data signal Y(k) are respectively Located in different frames.
- 如权利要求4或5所述的方法,其特征在于,所述干扰项J(k)=S(k)-S0(k)H(k)。The method according to claim 4 or 5, characterized in that said interference term J(k) = S(k) - S 0 (k) H(k).
- 如权利要求4或5所述的方法,其特征在于,根据公式对OFDM系统的IQ不平衡参数进行更新;根据公式对OFDM系统的IQ不平衡参数进行更新;其中δ为大于0小于1的常数。 Method according to claim 4 or 5, characterized in that IQ imbalance parameters for OFDM systems Update; according to the formula IQ imbalance parameters for OFDM systems An update is made; where δ is a constant greater than 0 and less than one.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410795414.8A CN104486283B (en) | 2014-12-18 | 2014-12-18 | A kind of distributed IQ imbalances estimation and suppressing method |
CN2014107954148 | 2014-12-18 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2016095261A1 true WO2016095261A1 (en) | 2016-06-23 |
Family
ID=52760787
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CN2014/095118 WO2016095261A1 (en) | 2014-12-18 | 2014-12-26 | Method for estimating and restraining distributed iq imbalance |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN104486283B (en) |
WO (1) | WO2016095261A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113132028A (en) * | 2021-04-25 | 2021-07-16 | 成都天奥测控技术有限公司 | Originating IQ correction method |
CN113542184A (en) * | 2021-07-06 | 2021-10-22 | 上海擎昆信息科技有限公司 | Method and system for calibrating IQ imbalance of transceiver |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070025474A1 (en) * | 2005-07-29 | 2007-02-01 | Broadcom Corporation, A California Corporation | Receiver IQ imbalance calibration |
CN103166897A (en) * | 2013-03-21 | 2013-06-19 | 浙江大学 | Channel and in-phase quadrature imbalance (IQI) parameter estimating method in orthogonal frequency division multiplexing (OFDM) system |
CN103312640A (en) * | 2013-06-30 | 2013-09-18 | 电子科技大学 | Channel estimation and IQ (In-phase Quadrature) imbalance united compensation method |
US8842753B2 (en) * | 2011-06-27 | 2014-09-23 | Cisco Technology, Inc. | Orthogonal frequency division multiplexed (OFDM) demodulator imbalance estimation |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7813374B2 (en) * | 2005-06-29 | 2010-10-12 | Broadcom Corporation | Multiple protocol wireless communication baseband transceiver |
ATE487309T1 (en) * | 2008-04-11 | 2010-11-15 | Ericsson Telefon Ab L M | METHOD AND ARRANGEMENT FOR ASSESSING IQ IMBALANCE |
CN102347927A (en) * | 2011-10-28 | 2012-02-08 | 重庆邮电大学 | Method and device for increasing EVM (Error Vector Magnitude) measurement precision for LTE (Long Term Evolution) system |
-
2014
- 2014-12-18 CN CN201410795414.8A patent/CN104486283B/en active Active
- 2014-12-26 WO PCT/CN2014/095118 patent/WO2016095261A1/en active Application Filing
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070025474A1 (en) * | 2005-07-29 | 2007-02-01 | Broadcom Corporation, A California Corporation | Receiver IQ imbalance calibration |
US8842753B2 (en) * | 2011-06-27 | 2014-09-23 | Cisco Technology, Inc. | Orthogonal frequency division multiplexed (OFDM) demodulator imbalance estimation |
CN103166897A (en) * | 2013-03-21 | 2013-06-19 | 浙江大学 | Channel and in-phase quadrature imbalance (IQI) parameter estimating method in orthogonal frequency division multiplexing (OFDM) system |
CN103312640A (en) * | 2013-06-30 | 2013-09-18 | 电子科技大学 | Channel estimation and IQ (In-phase Quadrature) imbalance united compensation method |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113132028A (en) * | 2021-04-25 | 2021-07-16 | 成都天奥测控技术有限公司 | Originating IQ correction method |
CN113132028B (en) * | 2021-04-25 | 2022-07-15 | 成都天奥测控技术有限公司 | IQ correction method for originating terminal |
CN113542184A (en) * | 2021-07-06 | 2021-10-22 | 上海擎昆信息科技有限公司 | Method and system for calibrating IQ imbalance of transceiver |
CN113542184B (en) * | 2021-07-06 | 2023-09-05 | 上海擎昆信息科技有限公司 | IQ imbalance calibration method and system for transceiver |
Also Published As
Publication number | Publication date |
---|---|
CN104486283A (en) | 2015-04-01 |
CN104486283B (en) | 2018-02-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US7653164B2 (en) | Adaptive IQ imbalance correction for multicarrier wireless communication systems | |
US9491010B2 (en) | Phase noise tracking and reduction | |
US8081695B2 (en) | Channel estimation using frequency smoothing | |
US7561643B1 (en) | DC offset correction in mobile communication system | |
US20130259173A1 (en) | Receiver-side estimation of and compensation for signal impairments | |
JP2007060106A (en) | Iq imbalance compensation method in mimo-ofdm communication system | |
CN101132388A (en) | Receiving method and device for receiving coded signal assisted by signal channel condition information | |
EP2832063A2 (en) | Enhanced metrics for demodulation and soft information generation in the presence of a non-constant envelope modulated interferer | |
US9722845B2 (en) | Bluetooth low energy frequency offset and modulation index estimation | |
WO2015100603A1 (en) | Zero intermediate frequency correction method, device and equipment | |
WO2012029028A1 (en) | Frequency-domain multi-stage group detection for alleviating inter-symbol interference | |
US20110280351A1 (en) | Apparatus and method for compensating for phase noise in a receiver supporting ofdm | |
CN105721361A (en) | OFDM channel estimation novel method based on LS algorithm through combination with frequency domain FIR filtering | |
CA2678162C (en) | Channel estimation using frequency smoothing | |
CN106161304A (en) | A kind of transmitting terminal IQ imbalance compensation method of joint channel estimation | |
WO2016095261A1 (en) | Method for estimating and restraining distributed iq imbalance | |
TW201724818A (en) | United estimation pre-compensation method for solving imperfection in downstream transmission system capable of transmitting a more perfect signal by compensating for a receiving signal in advance on a transmitting end | |
EP1446926A2 (en) | Simultaneous estimation of channel impulse response and of dc offset | |
CN109818894A (en) | GMSK signal detecting method and detection device under multipath channel | |
Zhuang et al. | Joint estimation of carrier frequency offset and in-phase/quadrature-phase imbalances for orthogonal frequency division multiplexing systems | |
JP2000232494A (en) | Signal carrier recovery processing method | |
CN110460385B (en) | Phase noise compensation device and method and receiver | |
JPWO2006090438A1 (en) | Receiver | |
JP2013118530A (en) | I/q imbalance compensation method and i/q imbalance compensating complex demodulator and receiving device | |
CN106302279A (en) | FBMC system equalization method based on interference variance statistics |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 14908296 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
32PN | Ep: public notification in the ep bulletin as address of the adressee cannot be established |
Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205A DATED 02.10.2017) |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 14908296 Country of ref document: EP Kind code of ref document: A1 |