CN114884777B - Channel estimation method based on transform domain - Google Patents
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Abstract
本发明提供了一种在无线通信中的信道中放置导频信号的方法,包括获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号;本发明考虑将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。由此,变换后的导频信号和数据信号可叠加在一起传输,提高了传输效率;另外,由于导频信号先映射至时延多普勒域后再变换至时频域,利用时延多普勒域和时频域的正交性,变换至时频域的导频信号会被均匀地分散在时频资源平面,降低导频信号和数据信号彼此的干扰,提高传输性能。
The present invention provides a method for placing a pilot signal in a channel in wireless communication, including obtaining a pilot signal, mapping the pilot signal to a delay Doppler domain and then transforming it to a time-frequency domain to obtain a transformed pilot signal; superimposing the transformed pilot signal and a data signal in the time-frequency domain to obtain a superimposed signal; the present invention considers mapping the pilot signal to a delay Doppler domain and then transforming it to a time-frequency domain to obtain a transformed pilot signal; superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal. Thus, the transformed pilot signal and the data signal can be superimposed together for transmission, thereby improving the transmission efficiency; in addition, since the pilot signal is first mapped to the delay Doppler domain and then transformed to the time-frequency domain, the pilot signal transformed to the time-frequency domain will be evenly dispersed in the time-frequency resource plane by utilizing the orthogonality of the delay Doppler domain and the time-frequency domain, thereby reducing the interference between the pilot signal and the data signal and improving the transmission performance.
Description
技术领域Technical Field
本发明涉及无线通信领域,具体来说涉及无线通信中的信道估计领域,更具体地说,涉及一种在无线通信中基于变换域的信道估计方法。The present invention relates to the field of wireless communications, in particular to the field of channel estimation in wireless communications, and more particularly to a transform domain-based channel estimation method in wireless communications.
背景技术Background technique
在无线通信系统中,由于发射机和接收机之间无线信道情况复杂多变,无线信号经过无线信道后会导致对应的接收信号的畸变。为了能正确地解出发射机发出的信号,接收机需要进行信道估计,并通过信道估计结果对接收信号进行补偿。In wireless communication systems, due to the complex and changeable wireless channel between the transmitter and the receiver, the wireless signal will cause the corresponding received signal to be distorted after passing through the wireless channel. In order to correctly decode the signal sent by the transmitter, the receiver needs to perform channel estimation and compensate the received signal based on the channel estimation result.
现有的实现信道估计的技术方案主要包括以下两种:The existing technical solutions for implementing channel estimation mainly include the following two:
方案一:通过为导频信号划分时频资源,将时频资源划分为传输数据信号的部分和传输导频信号的部分,在传输导频信号的时频资源中放置导频信号。但是,方案一中由于导频信号占据一定的开销,导致实际信道传输利用率低,传输效率不高。为此,研究者提出了方案二。Solution 1: By dividing the time-frequency resources for the pilot signal, the time-frequency resources are divided into a part for transmitting data signals and a part for transmitting pilot signals, and the pilot signal is placed in the time-frequency resources for transmitting pilot signals. However, since the pilot signal occupies a certain amount of overhead in Solution 1, the actual channel transmission utilization rate is low and the transmission efficiency is not high. Therefore, the researchers proposed Solution 2.
方案二:将导频信号与数据信号在时频域进行叠加,提高时频资源利用率。在接收端通过干扰消除的方式进行信道估计。虽然方案二可以提高信道传输效率,却带来信号间的干扰,降低传输性能,进而使得接收机从对应的接收信号提取数据的性能受到影响。Solution 2: Superimpose the pilot signal and the data signal in the time-frequency domain to improve the utilization of time-frequency resources. Perform channel estimation at the receiving end by eliminating interference. Although Solution 2 can improve channel transmission efficiency, it will cause interference between signals, reduce transmission performance, and thus affect the performance of the receiver in extracting data from the corresponding received signal.
因此,有必要对现有技术进行改进,以在有效保障传输效率的同时,提高传输性能。Therefore, it is necessary to improve the existing technology to improve the transmission performance while effectively ensuring the transmission efficiency.
发明内容Summary of the invention
因此,本发明的目的在于克服上述现有技术的缺陷,提供一种在无线通信中基于变换域的信道估计方法。Therefore, the object of the present invention is to overcome the above-mentioned defects of the prior art and provide a channel estimation method based on transform domain in wireless communication.
本发明的目的是通过以下技术方案实现的:The objective of the present invention is achieved through the following technical solutions:
根据本发明的第一方面,提供一种放置导频信号的方法(或者称一种在无线通信中放置导频信号的方法),包括:获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。According to a first aspect of the present invention, there is provided a method for placing a pilot signal (or a method for placing a pilot signal in wireless communication), comprising: acquiring a pilot signal, mapping the pilot signal to a delay Doppler domain and then transforming it to a time-frequency domain to obtain a transformed pilot signal; acquiring a data signal, mapping the data signal to the time-frequency domain, and superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal.
在本发明的一些实施例中,将变换后的导频信号和数据信号在时频域进行线性叠加,得到叠放的信号。In some embodiments of the present invention, the transformed pilot signal and data signal are linearly superimposed in the time-frequency domain to obtain a superimposed signal.
在本发明的一些实施例中,所述导频信号线性叠加在数据信号所占用的时隙资源上,不在所述数据信号所占用的时隙资源之外占用其他的时隙资源。In some embodiments of the present invention, the pilot signal is linearly superimposed on the time slot resources occupied by the data signal, and does not occupy other time slot resources besides the time slot resources occupied by the data signal.
根据本发明的第二方面,提供一种发送无线信号的方法,包括:获取信息比特,对信息比特进行编码调制得到数据信号;基于第一方面所述的放置导频信号的方法在数据信号上叠加导频信号,得到叠放的信号;将叠放的信号以无线信号的形式发送。According to a second aspect of the present invention, there is provided a method for sending a wireless signal, comprising: obtaining information bits, encoding and modulating the information bits to obtain a data signal; superimposing a pilot signal on the data signal based on the method for placing a pilot signal described in the first aspect to obtain a stacked signal; and sending the stacked signal in the form of a wireless signal.
根据本发明的第三方面,提供一种信道估计方法,包括:获取按照第二方面所述的发送无线信号的方法发出的无线信号对应的接收信号;将接收信号变换至时延多普勒域后进行信道估计,得到信道估计结果。According to a third aspect of the present invention, there is provided a channel estimation method, comprising: obtaining a received signal corresponding to a wireless signal sent by the method for sending a wireless signal according to the second aspect; performing channel estimation after transforming the received signal into a delay Doppler domain to obtain a channel estimation result.
在本发明的一些实施例中,所述将接收信号变换至时延多普勒域后进行信道估计,得到信道估计结果的步骤包括:将接收信号变换至时延多普勒域后,根据预定的检测阈值从时延多普勒域表示的接收信号中检测导频信号,得到初始信道估计结果;基于初始信道估计结果对接收信号中的数据信号进行信道均衡,得到信道均衡后的数据信号;从接收信号中减去根据当前的信道估计结果对接收信号中的数据信号进行信道均衡后的数据信号和噪声,得到干扰消除后的接收信号;将干扰消除后的接收信号变换至时延多普勒域后,根据预定的检测阈值从时延多普勒域表示的干扰消除后的接收信号中检测导频信号,得到信道估计结果。In some embodiments of the present invention, the step of performing channel estimation after transforming the received signal into the delay Doppler domain to obtain the channel estimation result includes: after transforming the received signal into the delay Doppler domain, detecting the pilot signal from the received signal represented by the delay Doppler domain according to a predetermined detection threshold to obtain an initial channel estimation result; performing channel equalization on the data signal in the received signal based on the initial channel estimation result to obtain the data signal after channel equalization; subtracting the data signal and noise after channel equalization of the data signal in the received signal according to the current channel estimation result from the received signal to obtain the received signal after interference elimination; after transforming the received signal after interference elimination into the delay Doppler domain, detecting the pilot signal from the received signal after interference elimination represented by the delay Doppler domain according to a predetermined detection threshold to obtain the channel estimation result.
根据本发明的第四方面,提供一种信号处理方法,其特征在于,包括:接收按照第二方面所述的发送无线信号的方法发出的无线信号,得到对应的接收信号;根据第三方面所述的信道估计方法以及无线信号对应的接收信号对传递所述无线信号的信道进行信道估计,得到信道估计结果;根据信道估计结果对接收信号中的数据信号进行处理,以提取信息比特。According to a fourth aspect of the present invention, a signal processing method is provided, which is characterized in that it includes: receiving a wireless signal sent according to the method for sending a wireless signal according to the second aspect, and obtaining a corresponding received signal; performing channel estimation on a channel transmitting the wireless signal according to the channel estimation method according to the third aspect and the received signal corresponding to the wireless signal, and obtaining a channel estimation result; and processing a data signal in the received signal according to the channel estimation result to extract information bits.
根据本发明的第五方面,提供一种无线通信方法,该无线通信方法用于包括发射端和接收端的无线通信系统,所述无线通信方法包括:由发射端获取信息比特,对信息比特进行编码调制得到数据信号;由发射端获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;由发射端获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号;由发射端将叠放的信号以无线信号的形式发送;由接收端接收发射端发送的无线信号,得到对应的接收信号;由接收端将接收信号变换至时延多普勒域后进行信道估计,得到信道估计结果;由接收端根据信道估计结果对接收信号中的数据信号进行处理,以提取信息比特。According to a fifth aspect of the present invention, a wireless communication method is provided, which is used in a wireless communication system including a transmitting end and a receiving end, and the wireless communication method includes: obtaining information bits by the transmitting end, encoding and modulating the information bits to obtain a data signal; obtaining a pilot signal by the transmitting end, mapping the pilot signal to a delay Doppler domain and then transforming it to a time-frequency domain to obtain a transformed pilot signal; obtaining a data signal by the transmitting end, mapping the data signal to a time-frequency domain, superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal; sending the superimposed signal in the form of a wireless signal by the transmitting end; receiving the wireless signal sent by the transmitting end to obtain a corresponding received signal; transforming the received signal to the delay Doppler domain by the receiving end to perform channel estimation to obtain a channel estimation result; processing the data signal in the received signal by the receiving end according to the channel estimation result to extract the information bit.
根据本发明的第六方面,提供一种电子设备,其特征在于,包括:一个或多个处理器;以及存储器,其中存储器用于存储可执行指令;所述一个或多个处理器被配置为经由执行所述可执行指令以实现第一方面、第二方面、第三方面、第四方面和/或第五方面所述方法的步骤。According to the sixth aspect of the present invention, an electronic device is provided, characterized in that it includes: one or more processors; and a memory, wherein the memory is used to store executable instructions; the one or more processors are configured to implement the steps of the method described in the first aspect, the second aspect, the third aspect, the fourth aspect and/or the fifth aspect by executing the executable instructions.
与现有技术相比,本发明的优点在于:Compared with the prior art, the advantages of the present invention are:
本发明考虑将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。由此,变换后的导频信号和数据信号可叠加在一起传输,提高了传输效率;另外,由于导频信号先映射至时延多普勒域后再变换至时频域,利用时延多普勒域和时频域的正交性,变换至时频域的导频信号会被均匀地分散在时频资源平面,降低导频信号和数据信号彼此的干扰,提高传输性能。The present invention considers mapping the pilot signal to the delay Doppler domain and then transforming it to the time-frequency domain to obtain a transformed pilot signal; superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal. Thus, the transformed pilot signal and the data signal can be superimposed together for transmission, thereby improving the transmission efficiency; in addition, since the pilot signal is first mapped to the delay Doppler domain and then transformed to the time-frequency domain, the pilot signal transformed to the time-frequency domain will be evenly dispersed in the time-frequency resource plane by utilizing the orthogonality of the delay Doppler domain and the time-frequency domain, thereby reducing the interference between the pilot signal and the data signal and improving the transmission performance.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
以下参照附图对本发明实施例作进一步说明,其中:The embodiments of the present invention are further described below with reference to the accompanying drawings, in which:
图1为根据本发明实施例的无线通信方法的流程示意图;FIG1 is a schematic diagram of a flow chart of a wireless communication method according to an embodiment of the present invention;
图2为根据本发明实施例的时延多普勒域与时频域的变换关系;FIG2 is a transformation relationship between the delay-Doppler domain and the time-frequency domain according to an embodiment of the present invention;
图3为根据本发明实施例的导频信号在时延多普勒域与时频域分布情况示意图;3 is a schematic diagram showing the distribution of pilot signals in the delay-Doppler domain and the time-frequency domain according to an embodiment of the present invention;
图4为根据本发明实施例的数据信号在时频域的分布情况示意图;FIG4 is a schematic diagram of distribution of a data signal in the time-frequency domain according to an embodiment of the present invention;
图5为根据本发明实施例的变换后的导频信号和数据信号在时频域进行信号叠加的示意图;5 is a schematic diagram of signal superposition of a transformed pilot signal and a data signal in the time-frequency domain according to an embodiment of the present invention;
图6为根据本发明实施例的检测导频信号的示意图;FIG6 is a schematic diagram of detecting a pilot signal according to an embodiment of the present invention;
图7为根据本发明实施例的处理无线信号的接收信号的原理示意图。FIG. 7 is a schematic diagram showing a principle of processing a received signal of a wireless signal according to an embodiment of the present invention.
具体实施方式Detailed ways
为了使本发明的目的,技术方案及优点更加清楚明白,以下结合附图通过具体实施例对本发明进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。In order to make the purpose, technical solution and advantages of the present invention more clearly understood, the present invention is further described in detail by specific embodiments in conjunction with the accompanying drawings. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.
如在背景技术部分提到的,将导频信号与数据信号在时频域直接叠放的方案虽然可以提高信道传输效率,却带来信号间的干扰,降低传输性能,进而使得接收机从对应的接收信号提取数据的性能受到影响。因此,本发明考虑将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号;将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。由此,变换后的导频信号和数据信号可叠加在一起传输,提高了传输效率;另外,由于导频信号先映射至时延多普勒域后再变换至时频域,利用时延多普勒域和时频域的正交性,变换至时频域的导频信号会被均匀地分散在时频资源平面,降低导频信号和数据信号彼此的干扰,提高传输性能。As mentioned in the background technology section, although the scheme of directly superimposing the pilot signal and the data signal in the time-frequency domain can improve the channel transmission efficiency, it brings interference between signals, reduces the transmission performance, and further affects the performance of the receiver in extracting data from the corresponding received signal. Therefore, the present invention considers mapping the pilot signal to the delay Doppler domain and then transforming it to the time-frequency domain to obtain a transformed pilot signal; superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal. Thus, the transformed pilot signal and the data signal can be superimposed together for transmission, which improves the transmission efficiency; in addition, since the pilot signal is first mapped to the delay Doppler domain and then transformed to the time-frequency domain, the orthogonality of the delay Doppler domain and the time-frequency domain is utilized, and the pilot signal transformed to the time-frequency domain will be evenly dispersed in the time-frequency resource plane, reducing the interference between the pilot signal and the data signal, and improving the transmission performance.
实施方式1:Implementation 1:
根据本发明的一个方面,针对当前已有方法的不足,从信号发送层面给出了一种可有效保障传输效率,同时提高传输性能的方法。根据本发明的一个实施例,提供一种无线通信系统,该无线通信系统包括发射端和接收端;所述无线通信系统被配置为执行无线通信方法,所述无线通信方法包括:步骤S1、S2、S3、S4、S5、S5、S7。为了更好地理解本发明,下面结合具体的实施例针对每一个步骤分别进行详细说明。According to one aspect of the present invention, in view of the shortcomings of the current existing methods, a method is provided from the signal transmission level that can effectively ensure transmission efficiency and improve transmission performance. According to one embodiment of the present invention, a wireless communication system is provided, the wireless communication system includes a transmitting end and a receiving end; the wireless communication system is configured to perform a wireless communication method, and the wireless communication method includes: steps S1, S2, S3, S4, S5, S5, S7. In order to better understand the present invention, each step is described in detail below in combination with specific embodiments.
步骤S1:由发射端获取信息比特,对信息比特进行编码调制得到数据信号。Step S1: The transmitting end obtains information bits, and encodes and modulates the information bits to obtain data signals.
根据本发明的一个实施例,信息比特是指由0、1比特构成的待发送的数据。对信息比特进行编码所采用的编码规则可以是Polar码、LDPC码和/或Turbo码对应的编码规则,或者现有可用的其他编码规则,甚至于本申请之后新出现的编码规则,只要不与本发明的原理相冲突仍可使用,本发明对此不作任何限制。对信息比特进行编码后得到码字,对码字进行调制得到数据信号。调制方式可以采用正交幅度调制(QAM)、高斯滤波最小移频键调制(GMSK)等现有调制方式,甚至于本申请之后新出现的调制方式,只要不与本发明的原理相冲突仍可使用,本发明对此不作任何限制。According to one embodiment of the present invention, information bits refer to data to be sent consisting of 0 and 1 bits. The coding rules used to encode the information bits may be coding rules corresponding to Polar codes, LDPC codes and/or Turbo codes, or other existing available coding rules, or even new coding rules that appear after this application, as long as they do not conflict with the principles of the present invention, they can still be used, and the present invention does not impose any restrictions on this. After encoding the information bits, a code word is obtained, and the code word is modulated to obtain a data signal. The modulation method may adopt existing modulation methods such as quadrature amplitude modulation (QAM), Gaussian filtered minimum shift key modulation (GMSK), and even new modulation methods that appear after this application, as long as they do not conflict with the principles of the present invention, they can still be used, and the present invention does not impose any restrictions on this.
步骤S2:由发射端获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号。Step S2: The transmitting end obtains a pilot signal, maps the pilot signal to the delay-Doppler domain and then transforms it to the time-frequency domain to obtain a transformed pilot signal.
根据本发明的一个实施例,将导频信号映射至时延多普勒域后再变换至时频域的步骤包括:由发射端将导频信号映射至时延多普勒域(即:时延-多普勒域,Delay-Doppler,简写为DD),得到在时延多普勒域表示的导频信号;由发射端将在时延多普勒域表示的导频信号通过逆有限辛傅里叶变换(The Inverse Symplectic Finite Fourier transform,ISFFT)至时频域(即:时间-频率域,Time-Frequency,简写为TF),得到变换后的导频信号。由于时延多普勒域和时频域具有正交性,变换至时频域的导频信号会被均匀地分配在时频资源平面,降低导频信号和数据信号彼此的干扰,提高传输性能。According to one embodiment of the present invention, the step of mapping the pilot signal to the delay-Doppler domain and then transforming it to the time-frequency domain includes: the transmitting end maps the pilot signal to the delay-Doppler domain (i.e., the delay-Doppler domain, Delay-Doppler, abbreviated as DD) to obtain the pilot signal represented in the delay-Doppler domain; the transmitting end transforms the pilot signal represented in the delay-Doppler domain to the time-frequency domain (i.e., the time-frequency domain, Time-Frequency, abbreviated as TF) through the inverse finite sigmoid Fourier transform (ISFFT) to obtain the transformed pilot signal. Since the delay-Doppler domain and the time-frequency domain are orthogonal, the pilot signal transformed to the time-frequency domain will be evenly distributed in the time-frequency resource plane, reducing the interference between the pilot signal and the data signal and improving the transmission performance.
步骤S3:由发射端获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。Step S3: The transmitting end obtains the data signal, maps the data signal to the time-frequency domain, and superimposes the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal.
根据本发明的一个实施例,本发明将数据信号映射至时频域,然后将变换后的导频信号和数据信号在时频域进行线性叠加,得到叠放的信号。即:获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号。优选的,所述导频信号是线性叠加在数据信号所占用的时隙资源上,并且不在所述数据信号所占用的时隙资源之外占用其他的时隙资源。例如,假设变换后的导频信号在某个时隙的值是A,数据信号在该时隙的值是B,则在叠放的信号中,该时隙的值=A+B。According to one embodiment of the present invention, the present invention maps the data signal to the time-frequency domain, and then linearly superimposes the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal. That is, the data signal is obtained, the data signal is mapped to the time-frequency domain, and the transformed pilot signal and the data signal are superimposed in the time-frequency domain to obtain a superimposed signal. Preferably, the pilot signal is linearly superimposed on the time slot resources occupied by the data signal, and does not occupy other time slot resources outside the time slot resources occupied by the data signal. For example, assuming that the value of the transformed pilot signal in a certain time slot is A, and the value of the data signal in the time slot is B, then in the superimposed signal, the value of the time slot = A + B.
步骤S4:由发射端将叠放的信号以无线信号的形式发送。Step S4: The transmitting end sends the superimposed signals in the form of wireless signals.
根据本发明的一个实施例,此处通过发射端的天线将叠放的信号发出。According to one embodiment of the present invention, the superimposed signals are transmitted through an antenna at the transmitting end.
步骤S5:由接收端接收发射端发送的无线信号,得到对应的接收信号。Step S5: The receiving end receives the wireless signal sent by the transmitting end to obtain a corresponding received signal.
根据本发明的一个实施例,此处通过接收端的天线接收无线信号,得到对应的接收信号。According to an embodiment of the present invention, a wireless signal is received by an antenna at a receiving end to obtain a corresponding received signal.
步骤S6:由接收端将接收信号变换至时延多普勒域后进行信道估计,得到信道估计结果。Step S6: The receiving end transforms the received signal into the delay-Doppler domain and then performs channel estimation to obtain a channel estimation result.
根据本发明的一个实施例,接收端对接收信号进行有限辛傅里叶变换(TheSymplectic Finite Fourier transform,SFFT),可以得到在时延多普勒域表示的接收信号。信道估计结果即估计出的信道参数(一些文献也称信道状态信息,Channel StateInformation,简写为CSI)。例如,一些通信系统中,信道参数包括多普勒偏移、时延和信道系数。但应当理解,不同的通信系统中,需要估计的信道参数的具体类型可能存在差异;在检测导频信号时,基于对应的信道估计算法,可以得到对应的信道参数,本发明对此不作任何限制。According to one embodiment of the present invention, the receiving end performs a finite sigmoid Fourier transform (SFFT) on the received signal to obtain a received signal represented in the delay-Doppler domain. The channel estimation result is the estimated channel parameter (some documents also refer to channel state information, Channel State Information, abbreviated as CSI). For example, in some communication systems, the channel parameters include Doppler shift, delay and channel coefficient. However, it should be understood that the specific types of channel parameters that need to be estimated may be different in different communication systems; when detecting the pilot signal, the corresponding channel parameters can be obtained based on the corresponding channel estimation algorithm, and the present invention does not impose any restrictions on this.
根据本发明的一个实施例,所述步骤S6包括:According to one embodiment of the present invention, step S6 includes:
S61:将接收信号变换至时延多普勒域后,根据预定的检测阈值从时延多普勒域表示的接收信号中检测导频信号,得到初始信道估计结果;S61: after transforming the received signal into the delay-Doppler domain, detecting the pilot signal from the received signal represented in the delay-Doppler domain according to a predetermined detection threshold, and obtaining an initial channel estimation result;
S62:基于初始信道估计结果对接收信号中的数据信号进行信道均衡,得到信道均衡后的数据信号;S62: performing channel equalization on the data signal in the received signal based on the initial channel estimation result to obtain a data signal after channel equalization;
S63:从接收信号中减去根据当前的信道估计结果对接收信号中的数据信号进行信道均衡后的数据信号和噪声,得到干扰消除后的接收信号;(步骤S63相当于去除接收信号中数据信号和噪声影响,以更好地检测导频)S63: Subtract the data signal and noise after channel equalization of the data signal in the received signal according to the current channel estimation result from the received signal to obtain the received signal after interference elimination; (Step S63 is equivalent to removing the influence of the data signal and noise in the received signal to better detect the pilot)
S64:将干扰消除后的接收信号变换至时延多普勒域后,根据预定的检测阈值从时延多普勒域表示的干扰消除后的接收信号中检测导频信号,得到信道估计结果。S64: After transforming the interference-eliminated received signal into the delay-Doppler domain, a pilot signal is detected from the interference-eliminated received signal represented in the delay-Doppler domain according to a predetermined detection threshold to obtain a channel estimation result.
优选的,步骤S64中,得到的可以是中间信道估计结果,需重复步骤S63和S64达到预定次数后,得到最终的信道估计结果(在本申请的后续描述中,信道估计结果即指最终的信道估计结果)。由此,进行迭代式的干扰消除,以得到更准确的信道估计结果。Preferably, in step S64, an intermediate channel estimation result may be obtained, and steps S63 and S64 need to be repeated for a predetermined number of times to obtain a final channel estimation result (in the subsequent description of this application, the channel estimation result refers to the final channel estimation result). Thus, iterative interference elimination is performed to obtain a more accurate channel estimation result.
步骤S7:由接收端根据信道估计结果对接收信号中的数据信号进行处理,以提取信息比特。Step S7: The receiving end processes the data signal in the received signal according to the channel estimation result to extract the information bits.
根据本发明的一个实施例,根据信道估计结果对接收信号中的数据信号进行处理的步骤包括:从接收信号中减去导频信号后利用信道估计结果进行信道均衡,根据信道均衡的结果进行解调和译码,得到信息比特。应当理解,信道均衡、解调或者译码的方式均可以采用现有的信道均衡、解调或者译码技术方式,甚至于本申请之后新出现的方式,本发明对此不作任何限制。According to an embodiment of the present invention, the step of processing the data signal in the received signal according to the channel estimation result includes: performing channel equalization using the channel estimation result after subtracting the pilot signal from the received signal, and performing demodulation and decoding according to the result of the channel equalization to obtain information bits. It should be understood that the channel equalization, demodulation or decoding method can adopt the existing channel equalization, demodulation or decoding technology method, or even a new method after the present application, and the present invention does not impose any limitation on this.
下面结合具体的示例来对本申请的放置导频的技术和信道估计的技术进行说明。The pilot placement technique and channel estimation technique of the present application are described below with reference to specific examples.
首先,对本示例需要用到的一些示意性参数设定如下:First, some schematic parameter settings required for this example are as follows:
以正交频分复用系统(简称OFDM系统)为例,假设OFDM系统的系统带宽为B=MΔf(Hz),一次发送单个时隙的持续时间为Tf=NT,其中,M表示子载波总数,Δf(Hz)表示子载波频率间隔,N表示OFDM符号总数,一个OFDM符号包含M个信号,T表示单个OFDM符号持续时间周期,T=1/Δf。因此,可以得到时频域可用资源数为MN与对应时延多普勒域可用资源数MN,发送的每个无线信号占据一块资源格。Taking the orthogonal frequency division multiplexing system (OFDM system for short) as an example, assuming that the system bandwidth of the OFDM system is B = MΔf (Hz), the duration of a single time slot is Tf = NT, where M represents the total number of subcarriers, Δf (Hz) represents the subcarrier frequency interval, N represents the total number of OFDM symbols, an OFDM symbol contains M signals, T represents the duration period of a single OFDM symbol, T = 1/Δf. Therefore, the number of available resources in the time-frequency domain is MN and the corresponding number of available resources in the delay-Doppler domain is MN, and each wireless signal sent occupies a resource grid.
时频资源平面表示为:Λ={(nT,mΔf),n=0,…,N-1,m=0,…,M-1},N,M>0,N表示发送OFDM符号总数,M表示子载波总数,n表示第n个OFDM符号,m表示第m个子载波;The time-frequency resource plane is expressed as: Λ={(nT,mΔf),n=0,…,N-1,m=0,…,M-1}, N,M>0, N represents the total number of transmitted OFDM symbols, M represents the total number of subcarriers, n represents the nth OFDM symbol, and m represents the mth subcarrier;
在时频域的信号表示为:X[n,m],n=0,…,N-1,m=0,…,M-1;对应的接收信号表示为:Y[n,m];The signal in the time-frequency domain is represented as: X[n,m], n=0,…,N-1, m=0,…,M-1; the corresponding received signal is represented as: Y[n,m];
时延多普勒资源平面表示为:时延间隔τ=1/MΔf,多普勒间隔ν=1/NT,k表示第k个时延间隔,l表示第l个多普勒间隔;The delay-Doppler resource plane is expressed as: Delay interval τ = 1/MΔf, Doppler interval ν = 1/NT, k represents the kth delay interval, l represents the lth Doppler interval;
时延多普勒域的信号表示为:x[k,l],k=0,…,N-1,l=0,…,M-1;对应的接收信号表示为:y[k,l]。The signal in the delay-Doppler domain is expressed as: x[k,l], k=0,…,N-1, l=0,…,M-1; the corresponding received signal is expressed as: y[k,l].
无线信道的时延-多普勒域冲击响应表示:The delay-Doppler domain impulse response of a wireless channel is expressed as:
其中,P是多径数量,hi表示第i条路径的信道系数,τ表示时延间隔,τi表示第i条路径的时延,ν表示多普勒间隔,νi表示第i条路径的多普勒频移,δ(·)表示冲击函数。因此,通过估计信道的信道系数、时延以及多普勒频移可以得到完整的信道信息(对应于信道估计结果)。Where P is the number of multipaths, hi represents the channel coefficient of the ith path, τ represents the delay interval, τ i represents the delay of the ith path, ν represents the Doppler interval, ν i represents the Doppler shift of the ith path, and δ(·) represents the impulse function. Therefore, by estimating the channel coefficient, delay, and Doppler shift of the channel, complete channel information (corresponding to the channel estimation result) can be obtained.
按照以上示意性的设定参数,无线信号可以在时间-频率(time-frequency,TF)域(对应于时频域)进行表示,也可以在时延-多普勒(delay-Doppler,DD)域(对应于时延多普勒域)进行表示,其中,时延多普勒域如图2a所示,时频域如图2b所示,两个域相互可以通过ISFFT与SFFT进行变换;其中,时延多普勒域的信号可以通过逆有限辛傅里叶变换转换为时频域的信号,时频域的信号也可通过有限辛傅里叶变换转换为时延多普勒域与时频域。According to the above schematic setting parameters, the wireless signal can be represented in the time-frequency (TF) domain (corresponding to the time-frequency domain), and can also be represented in the delay-Doppler (DD) domain (corresponding to the delay Doppler domain), wherein the delay Doppler domain is shown in Figure 2a, and the time-frequency domain is shown in Figure 2b, and the two domains can be transformed into each other through ISFFT and SFFT; wherein the signal in the delay Doppler domain can be converted into the signal in the time-frequency domain through the inverse finite symplectic Fourier transform, and the signal in the time-frequency domain can also be converted into the delay Doppler domain and the time-frequency domain through the finite symplectic Fourier transform.
根据本发明的一个示例,示出一种无线通信方法,包括步骤K1、K2、K3、K4、K5、K6、K7。其中:步骤K1对应于实施方式1中的步骤S1;步骤K2、K3对应于实施方式1中的步骤S3、S4;步骤K4、K5、K6对应于实施方式1中的步骤S5、S6;步骤K7对应于实施方式1中的步骤S7。According to an example of the present invention, a wireless communication method is shown, including steps K1, K2, K3, K4, K5, K6, and K7. Among them: step K1 corresponds to step S1 in implementation mode 1; steps K2 and K3 correspond to steps S3 and S4 in implementation mode 1; steps K4, K5, and K6 correspond to steps S5 and S6 in implementation mode 1; and step K7 corresponds to step S7 in implementation mode 1.
K1、将导频信号映射在时延多普勒域,然后通过逆有限辛傅里叶变换(TheInverse Symplectic Finite Fourier Transform,简写为ISFFT)至时间-频率域(对应时频域)。K1. Map the pilot signal in the delay-Doppler domain and then transform it to the time-frequency domain (corresponding to the time-frequency domain) through the inverse finite sigmoid Fourier transform (ISFFT).
其中,ISFFT对应的公式如下:Among them, the formula corresponding to ISFFT is as follows:
其中,j表示虚数。 Here, j represents an imaginary number.
例如,如图3a所示,先将导频信号映射在时延多普勒域Γ。导频信号的功率设置一般比数据信号的功率高20dB,由此以便后续更好地进行信道估计。然后,如图3b所示,通过逆有限辛傅里叶变换(ISFFT)至时频域此处1个导频信号在时延多普勒域占据1个资源格,经过变换后,得到MN个时频域的导频信号占据整个时频资源平面(发送导频信号时,导频信号的能量会均匀分布到整个时频资源平面,叠加时导频信号对数据信号的干扰会比将两者直接叠加的现有技术大大降低,提高传输性能);For example, as shown in FIG3a, the pilot signal The power of the pilot signal is generally set to be 20 dB higher than that of the data signal, so as to facilitate better channel estimation. Then, as shown in Figure 3b, the inverse finite symplectic Fourier transform (ISFFT) is used to transform the signal to the time-frequency domain. Here, one pilot signal occupies one resource grid in the delay-Doppler domain. After transformation, MN pilot signals in the time-frequency domain occupy the entire time-frequency resource plane (when sending a pilot signal, the energy of the pilot signal will be evenly distributed to the entire time-frequency resource plane. When superimposed, the interference of the pilot signal to the data signal will be greatly reduced compared to the existing technology of directly superimposing the two, thereby improving the transmission performance);
K2、将数据信号映射至时间-频率域。K2. Map the data signal to the time-frequency domain.
例如,MN个数据信号映射至时频域,每个数据信号占据一个时频资源格,图4所示。For example, MN data signals Mapped to the time-frequency domain, each data signal occupies a time-frequency resource grid, as shown in Figure 4.
K3、将时频域的导频信号(对应于变换后的导频信号)与数据信号进行叠加后发射。K3. Superimpose the pilot signal in the time-frequency domain (corresponding to the transformed pilot signal) with the data signal and transmit the superimposed signal.
例如,将如图5a所示的时频域的导频信号(对应于变换后的导频信号)与如图5b所示的数据信号进行叠加,得到如图5c所示的叠放的信号后发射;叠放的信号对应的公式表示为:其中,表示变换后的导频信号,表示数据信号。右上角的TF表示时频域。For example, the pilot signal in the time-frequency domain shown in FIG. 5a (corresponding to the transformed pilot signal) is superimposed with the data signal shown in FIG. 5b to obtain the superimposed signal shown in FIG. 5c and then transmitted; the formula corresponding to the superimposed signal is expressed as follows: in, represents the transformed pilot signal, Represents the data signal. TF in the upper right corner represents the time-frequency domain.
K4、接收端接收无线信号,得到对应的接收信号;接收端对接收到的接收信号(属于时频信号)进行有限辛傅里叶变换(The Symplectic FiniteFourier Transform,SFFT),将其变换到时延多普勒域。根据提前设定的判别门限值(对应于预定的检测阈值),对导频信号进行检测,进行信道估计,得到信道估计结果,其中,第一次对某接收信号进行信道估计是对没有减去信道均衡后的数据信号的初始信道估计,后续对某接收信号进行信道估计是减去信道均衡后的数据信号的中间信道估计或者最终信道估计;K4. The receiving end receives the wireless signal and obtains the corresponding received signal; the receiving end performs a finite sigmoid Fourier transform (SFFT) on the received signal (which belongs to the time-frequency signal) to transform it into the delay Doppler domain. According to the pre-set discrimination threshold value (corresponding to the predetermined detection threshold), the pilot signal is detected and the channel estimation is performed to obtain the channel estimation result, wherein the first channel estimation of a received signal is the initial channel estimation of the data signal without channel equalization, and the subsequent channel estimation of a received signal is the intermediate channel estimation or the final channel estimation of the data signal after channel equalization.
其中,SFFT对应的公式如下:Among them, the formula corresponding to SFFT is as follows:
例如,接收端首先对接收信号Y[n,m]进行有限辛傅里叶变换(SFFT),将其变换到时延多普勒域得到y[k,l]。For example, the receiving end first performs a finite sigmoid Fourier transform (SFFT) on the received signal Y[n,m] and transforms it into the delay-Doppler domain to obtain y[k,l].
应当理解,导频信号可能是叠加在部分的数据信号上,因此,时延多普勒域接收y[k,l]可分为两类:It should be understood that the pilot signal may be superimposed on part of the data signal. Therefore, the delay-Doppler domain reception y[k,l] can be divided into two categories:
其中,H[k,l]表示在时延多普勒域的[k,l]处的信道状态参数(即需要确定的信道估计结果),n是服从N(0,σ2)的高斯噪声,xd表示数据信号,xd[k,l]在时延多普勒域的[k,l]处的数据信号,xp表示导频信号,xp[k,l]表示在时延多普勒域的[k,l]处的导频信号。应当理解,时延多普勒域的[k,l]处表示第k个时延间隔和第l个多普勒间隔对应的资源块处。信道估计时,检测导频信号会依据判别门限值,从而检测出导频信号。如图5数据符号变换到时延多普勒域后被视为数据干扰,在进行初始信道估计时,初始的判别门限值一般预先设定一个值;在后续对某接收信号进行信道估计时,会联合考虑数据干扰的期望功率和加性白噪声的功率,动态调整判别门限值。动态的判别门限值设定为其中,SINRP表示导频信号的信干噪比,E{}表示期望,xd表示数据信号,σ2表示白噪声方差,为E{xd}2=SNRdσ2,SNRd表示数据信号信噪比。导频信号的信干噪比和数据信号信噪比可以根据前次信道估计的结果动态调整,因此,判别门限值可以对应的动态调整。根据判别门限值,对导频信号进行检测,可得信道的多普勒偏移、时延、信道系数三个参数。作为示意,接收信号如图6a所示,将接收信号从时频域转换至时延多普勒域后,检测出的导频信号如图6b所示(应当理解,虽然图3a对应的示意图中只有一个导频信号,由于多径效应,接收端在不同的资源块处接收到相应的导频信号,例如图6b所示的,接收到4个导频信号)。应当理解,前面给出的动态的判别门限值仅为示意性的,只是想说明信道估计可以进行多轮迭代以获得更优的信道估计结果,现有技术中还有其他可以应用于本发明的信道估计的判别门限值的初始设置和调整方式,本发明对此不作任何限制。Wherein, H[k,l] represents the channel state parameter at [k,l] in the delay-Doppler domain (i.e., the channel estimation result to be determined), n is Gaussian noise subject to N(0,σ 2 ), x d represents the data signal, x d [k,l] represents the data signal at [k,l] in the delay-Doppler domain, x p represents the pilot signal, and x p [k,l] represents the pilot signal at [k,l] in the delay-Doppler domain. It should be understood that [k,l] in the delay-Doppler domain represents the resource block corresponding to the kth delay interval and the lth Doppler interval. When estimating the channel, the pilot signal is detected based on the discrimination threshold value, thereby detecting the pilot signal. As shown in Figure 5, after the data symbol is transformed into the delay-Doppler domain, it is regarded as data interference. When performing the initial channel estimation, the initial discrimination threshold is generally set to a value in advance; when performing the channel estimation for a certain received signal in the future, the expected power of the data interference and the power of the additive white noise are jointly considered to dynamically adjust the discrimination threshold. The dynamic discrimination threshold is set to Among them, SINR P represents the signal to interference and noise ratio of the pilot signal, E{} represents expectation, x d represents data signal, σ 2 represents white noise variance, which is E{x d } 2 =SNR d σ 2 , SNR d represents data signal noise ratio. The signal to interference noise ratio of the pilot signal and the signal to noise ratio of the data signal can be dynamically adjusted according to the result of the previous channel estimation, so the discrimination threshold value can be dynamically adjusted accordingly. According to the discrimination threshold value, the pilot signal is detected to obtain three parameters of the channel: Doppler shift, delay, and channel coefficient. As an illustration, the received signal is shown in FIG6a , and after the received signal is converted from the time-frequency domain to the delay-Doppler domain, the detected pilot signal is shown in FIG6b (it should be understood that although there is only one pilot signal in the schematic diagram corresponding to FIG3a , due to the multipath effect, the receiving end receives the corresponding pilot signals at different resource blocks, for example, as shown in FIG6b , 4 pilot signals are received). It should be understood that the dynamic judgment threshold value given above is only for illustration, and is intended only to illustrate that channel estimation can be performed through multiple rounds of iterations to obtain a better channel estimation result. There are other initial settings and adjustment methods for the judgment threshold value of channel estimation that can be applied to the present invention in the prior art, and the present invention does not impose any limitations on this.
K5、接收端根据当前的信道估计结果,进行数据信号的信道均衡。K5. The receiving end performs channel equalization of the data signal based on the current channel estimation result.
K6、从接收信号中减去加性白噪声和均衡后的数据信号,再依次执行步骤K4-K6进行迭代式干扰消除,重复预定次数后转至步骤K7;循环迭代的示意图过程如图7所示。K6, subtract the additive white noise and the equalized data signal from the received signal, and then execute steps K4-K6 in sequence to perform iterative interference elimination, and go to step K7 after repeating a predetermined number of times; the schematic diagram of the cyclic iteration process is shown in Figure 7.
例如,接收端根据当前信道估计结果,对TF域信号做信号检测,并基于该信号检测结果对DD域信号进行干扰消除,除去数据信号和加性白噪声对导频的干扰;将干扰消除后的DD域信号作为输入信号,迭代执行上述K4-K6步骤,得到更精确的信道估计结果,每次迭代根据当前数据信号信噪比与导频信号信噪比优化门限值。一般迭代2-5轮次即可得到可靠性较高的最终的信道估计结果;For example, the receiving end performs signal detection on the TF domain signal based on the current channel estimation result, and performs interference elimination on the DD domain signal based on the signal detection result to remove the interference of the data signal and additive white noise on the pilot signal; the DD domain signal after interference elimination is used as the input signal, and the above steps K4-K6 are iteratively executed to obtain a more accurate channel estimation result, and the threshold value is optimized according to the current data signal signal-to-noise ratio and the pilot signal signal-to-noise ratio in each iteration. Generally, 2-5 rounds of iterations can obtain the final channel estimation result with high reliability;
K7、根据最终得到的信道估计结果和接收信号进行数据信号的解调与译码。K7. Demodulate and decode the data signal based on the final channel estimation result and the received signal.
此处接收端根据最终的信道估计结果完成数据信号的检测,得到待译码数据,最后译码得到信息比特。例如,在接收端,根据最终得到的信道估计结果,将接收信号减去导频信号,对得到的减去导频信号的信号进行信道均衡,得到信道均衡后的数据信号;对信道均衡后的数据信号进行解调,得到待译码数据;对待译码数据进行译码,得到信息比特。Here, the receiving end completes the detection of the data signal according to the final channel estimation result, obtains the data to be decoded, and finally decodes to obtain the information bit. For example, at the receiving end, according to the final channel estimation result, the pilot signal is subtracted from the received signal, and the obtained signal minus the pilot signal is channel-equalized to obtain the data signal after channel equalization; the data signal after channel equalization is demodulated to obtain the data to be decoded; the data to be decoded is decoded to obtain the information bit.
实施方式2Implementation Method 2
根据本发明的一个实施例,提供一种放置导频信号的方法,包括:获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号(具体实施细节可参照实施方式1中的步骤S2,此处不再赘述);获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号(具体实施细节可参照实施方式1中的步骤S3,此处不再赘述)。According to one embodiment of the present invention, a method for placing a pilot signal is provided, comprising: acquiring a pilot signal, mapping the pilot signal to a delay Doppler domain and then transforming it to a time-frequency domain to obtain a transformed pilot signal (the specific implementation details can refer to step S2 in implementation mode 1, which will not be repeated here); acquiring a data signal, mapping the data signal to the time-frequency domain, and superimposing the transformed pilot signal and the data signal in the time-frequency domain to obtain a superimposed signal (the specific implementation details can refer to step S3 in implementation mode 1, which will not be repeated here).
实施方式3Implementation 3
根据本发明的一个实施例,提供一种发送无线信号的方法,包括:获取信息比特,对信息比特进行编码调制得到数据信号(具体实施细节可参照实施方式1中的步骤S1,此处不再赘述);According to an embodiment of the present invention, a method for sending a wireless signal is provided, comprising: obtaining information bits, encoding and modulating the information bits to obtain a data signal (specific implementation details may refer to step S1 in implementation mode 1, which will not be described in detail herein);
获取导频信号,将导频信号映射至时延多普勒域后再变换至时频域,得到变换后的导频信号(具体实施细节可参照实施方式1中的步骤S2,此处不再赘述);获取数据信号,将数据信号映射至时频域,将变换后的导频信号和数据信号在时频域进行叠加,得到叠放的信号(具体实施细节可参照实施方式1中的步骤S3,此处不再赘述);将叠放的信号以无线信号的形式发送(具体实施细节可参照实施方式1中的步骤S4,此处不再赘述)。Acquire a pilot signal, map the pilot signal to the delay-Doppler domain and then transform it to the time-frequency domain to obtain a transformed pilot signal (for specific implementation details, refer to step S2 in Implementation Method 1, which will not be repeated here); acquire a data signal, map the data signal to the time-frequency domain, and superimpose the transformed pilot signal and the data signal in the time-frequency domain to obtain a stacked signal (for specific implementation details, refer to step S3 in Implementation Method 1, which will not be repeated here); send the stacked signal in the form of a wireless signal (for specific implementation details, refer to step S4 in Implementation Method 1, which will not be repeated here).
实施方式4Implementation 4
根据本发明的一个实施例,提供一种信道估计方法,包括:获取按照实施方式3中发送无线信号的方法发出的无线信号对应的接收信号;将接收信号变换至时延多普勒域后进行信道估计,得到信道估计结果(具体实施细节可参照实施方式1中的步骤S6,此处不再赘述)。According to one embodiment of the present invention, a channel estimation method is provided, comprising: obtaining a received signal corresponding to a wireless signal sent according to the method for sending a wireless signal in Implementation 3; performing channel estimation after transforming the received signal into a delay Doppler domain to obtain a channel estimation result (the specific implementation details can be referred to step S6 in Implementation 1, which will not be repeated here).
实施方式5Implementation method 5
根据本发明的一个实施例,提供一种信号处理方法,包括:接收按照实施方式3所述的发送无线信号的方法发出的无线信号,得到对应的接收信号;根据实施方式4所述的信道估计方法以及无线信号对应的接收信号对传递所述无线信号的信道进行信道估计,得到信道估计结果;根据信道估计结果对接收信号中的数据信号进行处理,以提取信息比特(具体实施细节可参照实施方式1中的步骤S7,此处不再赘述)。According to one embodiment of the present invention, there is provided a signal processing method, comprising: receiving a wireless signal sent according to the method for sending a wireless signal described in Implementation 3, and obtaining a corresponding received signal; performing channel estimation on a channel transmitting the wireless signal according to the channel estimation method described in Implementation 4 and a received signal corresponding to the wireless signal, and obtaining a channel estimation result; and processing a data signal in the received signal according to the channel estimation result to extract information bits (the specific implementation details can be referred to step S7 in Implementation 1, which will not be repeated here).
需要说明的是,虽然上文按照特定顺序描述了各个步骤,但是并不意味着必须按照上述特定顺序来执行各个步骤,实际上,这些步骤中的一些可以并发执行,甚至改变顺序,只要能够实现所需要的功能即可。It should be noted that although the above describes the various steps in a specific order, it does not mean that the various steps must be executed in the above specific order. In fact, some of these steps can be executed concurrently or even in a different order as long as the required functions can be achieved.
本发明可以是系统、方法和/或计算机程序产品。计算机程序产品可以包括计算机可读存储介质,其上载有用于使处理器实现本发明的各个方面的计算机可读程序指令。The present invention may be a system, a method and/or a computer program product. The computer program product may include a computer-readable storage medium carrying computer-readable program instructions for causing a processor to implement various aspects of the present invention.
计算机可读存储介质可以是保持和存储由指令执行设备使用的指令的有形设备。计算机可读存储介质例如可以包括但不限于电存储设备、磁存储设备、光存储设备、电磁存储设备、半导体存储设备或者上述的任意合适的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括:便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、静态随机存取存储器(SRAM)、便携式压缩盘只读存储器(CD-ROM)、数字多功能盘(DVD)、记忆棒、软盘、机械编码设备、例如其上存储有指令的打孔卡或凹槽内凸起结构、以及上述的任意合适的组合。Computer readable storage medium can be a tangible device that holds and stores instructions used by an instruction execution device. Computer readable storage medium can include, for example, but is not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination thereof. More specific examples (non-exhaustive list) of computer readable storage medium include: a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a static random access memory (SRAM), a portable compact disk read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanical encoding device, for example, a punch card or a protruding structure in a groove on which instructions are stored, and any suitable combination thereof.
以上已经描述了本发明的各实施例,上述说明是示例性的,并非穷尽性的,并且也不限于所披露的各实施例。在不偏离所说明的各实施例的范围和精神的情况下,对于本技术领域的普通技术人员来说许多修改和变更都是显而易见的。本文中所用术语的选择,旨在最好地解释各实施例的原理、实际应用或对市场中的技术改进,或者使本技术领域的其它普通技术人员能理解本文披露的各实施例。The embodiments of the present invention have been described above, and the above description is exemplary, not exhaustive, and is not limited to the disclosed embodiments. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The selection of terms used herein is intended to best explain the principles of the embodiments, practical applications, or technical improvements in the market, or to enable other persons of ordinary skill in the art to understand the embodiments disclosed herein.
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