CN105530703A - A GSM-R Interference Source Location Method Based on Direction of Arrival Estimation - Google Patents
A GSM-R Interference Source Location Method Based on Direction of Arrival Estimation Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于GSM-R(GlobalSystemforMobileCommunications-Railway)干扰源定位技术及阵列信号处理技术领域,特别是关于一种基于干扰信号来波方向DOA(directionofarrival)估计的GSM-R干扰源定位方法。The invention belongs to the field of GSM-R (GlobalSystemforMobileCommunications-Railway) interference source location technology and array signal processing technology, in particular to a GSM-R interference source location method based on DOA (direction of arrival) estimation of interference signals.
背景技术Background technique
GSM-R是一种专门为铁路通信设计的综合专用无线通信系统,由国际铁路联盟(UIC)和欧洲电信标准研究所(ETSI)为欧洲新一代铁路无线通信所研发。GSM-R以GSM技术为基础,结合铁路通信的需求,加入了多优先级、紧急呼叫、组呼、广播呼叫等相关业务。GSM-R系统是我国铁路通信的发展趋势,它能够实现铁路各种移动信息资源采集、传输,为现代化的铁路调度、指挥、控制提供通信平台,同时提高了铁路的运转效率,减小了运行成本。2003年,铁道部选定GSM-R作为我国铁路未来综合数字调度网的技术体制。GSM-R系统的引入促进了我国铁路建设的发展,加快了我国铁路信息化建设的步伐,提高了我国铁路的竞争力,为国家的经济和科技实力贡献了重要的力量。GSM-R is a comprehensive dedicated wireless communication system specially designed for railway communication, developed by the International Union of Railways (UIC) and the European Telecommunications Standards Institute (ETSI) for the new generation of railway wireless communication in Europe. GSM-R is based on GSM technology, combined with the needs of railway communication, added multiple priority, emergency call, group call, broadcast call and other related services. The GSM-R system is the development trend of railway communication in my country. It can realize the collection and transmission of various mobile information resources of railways, and provide a communication platform for modern railway dispatching, command and control. cost. In 2003, the Ministry of Railways selected GSM-R as the technical system for the future integrated digital dispatching network of my country's railways. The introduction of the GSM-R system has promoted the development of my country's railway construction, accelerated the pace of my country's railway information construction, improved the competitiveness of my country's railways, and contributed an important force to the country's economic and technological strength.
GSM-R频率段主要工作在885-889/930-934MHz范围内,共4MHz带宽,该频段由GSM-R系统独享。但由于目前电子设备的普及,生活中的电磁环境变得越来越复杂,由于两系统的共用频段或频段相近,使得系统之间的电磁干扰也变得在所难免。对于相对复杂的电磁环境,有多种无线网络构成,包括移动通讯业务系统、专用移动无线电设备和传呼/广播系统,即民用移动系统,集群系统和广播系统,甚至还有一些未被授权的非法无线网络,这些不同网络的天线发出各种不同频率、不同幅值、不同信号量的无线信号,因此在空间中很容易造成网络之间的互相干扰。The GSM-R frequency band mainly works in the range of 885-889/930-934MHz, with a total bandwidth of 4MHz. This frequency band is exclusively used by the GSM-R system. However, due to the popularization of electronic equipment, the electromagnetic environment in life has become more and more complex. Since the two systems share frequency bands or frequency bands are similar, electromagnetic interference between systems has become inevitable. For a relatively complex electromagnetic environment, there are a variety of wireless network components, including mobile communication service systems, dedicated mobile radio equipment and paging/broadcasting systems, namely civil mobile systems, trunking systems and broadcasting systems, and even some unauthorized illegal For wireless networks, the antennas of these different networks send out various wireless signals of different frequencies, different amplitudes, and different semaphores, so it is easy to cause mutual interference between networks in space.
目前,我国铁路沿线铺设着各种频道的、区域授权或未授权的基站和天线。尽管中国有关部门规定了GSM-R系统在铁路沿线独占4M带宽,然而其余如移动、联通、电信和无线电台发射的信号有可能造成GSM-R系统的邻频干扰和互调干扰,及其非法未授权得基站或天线造成的同频干扰。这些无线干扰信号都会影响GSM-R的正常接收和发射,给基站覆盖区域的移动通信带来掉话、通话质量差、信道拥塞等问题,从而导致铁路运营的工作效率下降,甚至给铁路的安全运行、旅客的生命安全和国家的发展带来隐忧。因此,亟需有效的GSM-R干扰源定位方法,及时排除干扰源对GSM-R通信系统的影响,以保证铁路运输的安全性。At present, base stations and antennas with various channels, regional authorization or unauthorized authorization are laid along the railways in our country. Although the relevant departments of China have stipulated that the GSM-R system will exclusively occupy the 4M bandwidth along the railway, the signals emitted by other stations such as China Mobile, China Unicom, China Telecom and radio stations may cause adjacent frequency interference and intermodulation interference of the GSM-R system, and its illegal Co-channel interference caused by unlicensed base stations or antennas. These wireless interference signals will affect the normal reception and transmission of GSM-R, and bring problems such as call drop, poor call quality, and channel congestion to mobile communications in the coverage area of the base station, which will lead to a decrease in the efficiency of railway operations and even affect railway safety. Operation, the safety of passengers and the development of the country have brought hidden concerns. Therefore, an effective GSM-R interference source location method is urgently needed to eliminate the influence of the interference source on the GSM-R communication system in time to ensure the safety of railway transportation.
现阶段,对干扰源进行定位的方法主要包括:利用频谱分析对网外干扰进行定位;利用网管系统数据、蜂窝小区规划数据以及测试数据对干扰源进行定位;采用定向天线进行逐步逼近定位;利用电磁波功率传播模型及路径损耗模型对干扰源进行定位。目前还没有采用阵列信号处理对干扰信号的来波方向进行DOA估计的方法对干扰源进行定位。At this stage, the methods for locating interference sources mainly include: using spectrum analysis to locate external interference; using network management system data, cell planning data and test data to locate interference sources; using directional antennas to gradually approach positioning; using The electromagnetic wave power propagation model and the path loss model locate the interference source. At present, there is no method for estimating the DOA of the direction of arrival of the interference signal by array signal processing to locate the interference source.
发明内容Contents of the invention
本发明的目的是克服现有技术的缺点和不足,提出一种使用阵列信号处理技术,对GSM-R干扰源进行快速定位。GSM-R系统主要用于客运专线或高速线,多处在乡村开阔地,电磁波以直线传播为主,多径效应不明显,因此可以利用干扰信号的来波方向对干扰源进行定位。在这些地区,GSM-R系统采用空间分集的天线,天线左右平行放置,可看作水平放置的均匀线阵天线阵列。The purpose of the present invention is to overcome the shortcomings and deficiencies of the prior art, and propose a method of using array signal processing technology to quickly locate GSM-R interference sources. The GSM-R system is mainly used for passenger dedicated lines or high-speed lines. Most of them are located in open rural areas. Electromagnetic waves mainly propagate in straight lines, and the multipath effect is not obvious. Therefore, the direction of the interference signal can be used to locate the interference source. In these areas, the GSM-R system uses space-diversity antennas, and the antennas are placed parallel to the left and right, which can be regarded as a uniform linear array antenna array placed horizontally.
本发明的技术方案是:一种基于波达方向估计值的GSM-R干扰源定位方法,其特征在于,包括以下步骤:Technical scheme of the present invention is: a kind of GSM-R interference source localization method based on direction of arrival estimated value, it is characterized in that, comprises the following steps:
a.采用GSM-R基站接收天线对干扰信号来波方向进行DOA估计,具体方法为:对GSM-R基站天线进行空间分集,构建两组天线阵列,获取对干扰信号的DOA估计结果;a. Using the GSM-R base station receiving antenna to estimate the DOA of the direction of arrival of the interference signal, the specific method is: perform space diversity on the GSM-R base station antenna, construct two sets of antenna arrays, and obtain the DOA estimation result of the interference signal;
b.根据步骤a中获得的DOA估计结果,分别建立干扰源与两个GSM-R基站接收天线连线的直线方程,获取这两条直线的交点,该交点为干扰源的位置。b. According to the DOA estimation result obtained in step a, establish the straight-line equations of the line connecting the interference source and the receiving antennas of the two GSM-R base stations respectively, and obtain the intersection point of these two straight lines, which is the position of the interference source.
本发明总的技术方案,主要采用阵列信号处理技术,使用多天线阵列对干扰源信号的来波方向进行DOA估计,并根据两组天线阵列对同一个干扰信号的来波方向的估计结果对干扰源进行定位。The general technical solution of the present invention mainly adopts the array signal processing technology, uses multi-antenna arrays to estimate the DOA of the direction of arrival of the interference source signal, and estimates the direction of arrival of the same interference signal according to two groups of antenna arrays. source location.
进一步的,步骤a具体包括以下步骤:Further, step a specifically includes the following steps:
a1.用空间分集的天线构成均匀线阵,每个天线代表一个阵元;a1. Use space diversity antennas to form a uniform linear array, and each antenna represents an array element;
a2.对均匀线阵进行前/后向空间平滑,构造多个前/后向平滑均匀线阵子阵列;a2. Perform forward/backward spatial smoothing on the uniform linear array, and construct multiple forward/backward smoothed uniform linear array sub-arrays;
a3.建立每个前/后向平滑均匀线阵子阵列接收信号模型,并计算每个前/后向平滑均匀线阵子阵列的接收信号空间相关矩阵;a3. Establish each forward/backward smooth uniform linear array sub-array received signal model, and calculate the received signal spatial correlation matrix of each forward/backward smooth uniform linear array sub-array;
a4.对每个前/后向平滑均匀线阵子阵列的接收信号空间相关矩阵求平均,得到均匀线阵的双向空间平滑相关矩阵;a4. Average the received signal spatial correlation matrix of each forward/backward smooth uniform linear array subarray to obtain the bidirectional spatial smooth correlation matrix of the uniform linear array;
a5.根据获得的双向空间平滑相关矩阵,采用MUSIC算法获得对干扰信号的DOA估计结果。a5. According to the obtained two-way spatial smoothing correlation matrix, the DOA estimation result of the interference signal is obtained by using the MUSIC algorithm.
本发明能带的有益效果为,本发明不需要接收信号频谱数据,更方便;不需要网管系统数据、蜂窝小区规划数据以及路测数据等相关规划数据,更独立;本发明无需使用定向天线进行逐步定位,更快捷;本发明不需要提前获取环境的路径损耗模型,更灵活。The beneficial effect of the energy band of the present invention is that the present invention does not need to receive signal spectrum data, which is more convenient; it does not need related planning data such as network management system data, cell planning data, and drive test data, and is more independent; the present invention does not need to use directional antennas to carry out Step-by-step positioning is faster; the present invention does not need to obtain the path loss model of the environment in advance, which is more flexible.
附图说明Description of drawings
图1为本发明的方法流程图;Fig. 1 is method flowchart of the present invention;
图2为本发明实施例的GSM-R基站空间分集天线构成的均匀线阵天线阵列示意图;Fig. 2 is the uniform linear array antenna array schematic diagram that the GSM-R base station space diversity antenna of the embodiment of the present invention forms;
图3为本发明实施例的GSM-R干扰源定位示意图;FIG. 3 is a schematic diagram of GSM-R interference source positioning according to an embodiment of the present invention;
图4为本发明实施例的采用的均匀线阵前向平滑子阵列示意图;FIG. 4 is a schematic diagram of a uniform linear array forward smoothing sub-array adopted in an embodiment of the present invention;
图5为本发明实施例的采用的均匀线阵后向平滑子阵列示意图;5 is a schematic diagram of a uniform linear array backward smoothing sub-array adopted in an embodiment of the present invention;
图6为本发明实施例GSM-R基站1对期望GSM-R信号和干扰信号的DOA估计结果;Fig. 6 is the DOA estimation result of GSM-R base station 1 to desired GSM-R signal and interference signal according to the embodiment of the present invention;
图7为本发明实施例GSM-R基站2对期望GSM-R信号和干扰信号的DOA估计结果。FIG. 7 shows the DOA estimation results of the desired GSM-R signal and the interference signal by the GSM-R base station 2 according to the embodiment of the present invention.
具体实施方式detailed description
下面结合附图和实施例对本发明进行详细的描述Below in conjunction with accompanying drawing and embodiment the present invention is described in detail
如图1所示,本发明的基于波达方向估计值的GSM-R干扰源定位方法,主要解决方案是:首先考虑同频信号之间可能相干的情况,采用空间分集的GSM-R基站接收天线,使用均匀线阵空间平滑算法对干扰信号的来波方向进行DOA估计;然后根据两组天线阵列对同一个干扰信号的来波方向的估计结果以及两组天线阵列的几何位置,画出两条相交的直线,两条直线的交点即为干扰源的位置。As shown in Figure 1, the main solution of the GSM-R interference source location method based on the estimated direction of arrival value of the present invention is: firstly consider the possible coherence between the same-frequency signals, and adopt the space diversity GSM-R base station to receive Antennas, using the uniform linear array spatial smoothing algorithm to estimate the direction of arrival of the interference signal; then according to the estimation results of the direction of arrival of the same interference signal by two sets of antenna arrays and the geometric positions of the two sets of antenna arrays, draw two Two intersecting straight lines, the intersection point of the two straight lines is the position of the interference source.
实施例Example
如图2所示,以GSM-R基站空间分集天线的10个天线左右均匀排列于同一水平面为例进行详细说明。As shown in FIG. 2 , it will be described in detail by taking 10 antennas of the space diversity antenna of the GSM-R base station uniformly arranged on the same horizontal plane as an example.
因为中国铁路GSM-R系统工作在885-889/930-934MHz频段范围中,所以选取900MHz作为典型频率来设置天线阵元间距,天线阵元间距设为(0.5×3×108)/(900×106)=0.15m。阵元间距远小于阵元与干扰源之间的距离,可认为干扰信号到各个阵元的入射角相同。信号入射方向与均匀线阵法线方向的夹角为θ,当信号从法线左侧射入均匀线阵时θ∈(0°,90°),当信号从法线右侧射入均匀线阵时θ∈(-90°,0°)。Because the China Railway GSM-R system works in the 885-889/930-934MHz frequency range, 900MHz is selected as a typical frequency to set the antenna element spacing, and the antenna element spacing is set to (0.5×3×10 8 )/(900 ×10 6 ) = 0.15 m. The distance between the array elements is much smaller than the distance between the array elements and the interference source, and it can be considered that the incident angle of the interference signal to each array element is the same. The angle between the incident direction of the signal and the normal direction of the uniform line array is θ, when the signal enters the uniform line array from the left side of the normal line θ∈(0°,90°), when the signal enters the uniform line array from the right side of the normal line Array time θ∈(-90°,0°).
如图3所示,GSM-R基站1的空间分集天线位于坐标A(0m,0m)处,GSM-R基站2的空间分集天线位于坐标B(100m,0m)处,期望GSM-R发射机位于坐标O(45m,5m)处,干扰源位于坐标C(50m,50m)处。As shown in Figure 3, the space diversity antenna of GSM-R base station 1 is located at coordinate A (0m, 0m), and the space diversity antenna of GSM-R base station 2 is located at coordinate B (100m, 0m). It is expected that the GSM-R transmitter Located at the coordinate O(45m,5m), the interference source is located at the coordinate C(50m,50m).
实验过程中GSM-R基站1和GSM-R基站2的位置已知。设期望GSM-R发射机位置为(X1,Y1),干扰源位置为(X2,Y2)。The locations of GSM-R base station 1 and GSM-R base station 2 are known during the experiment. Suppose the position of the desired GSM-R transmitter is (X 1 , Y 1 ), and the position of the interference source is (X 2 , Y 2 ).
期望GSM-R信号到基站1的入射角为θ1,干扰信号到基站1的入射角为θ2。期望GSM-R信号到基站2的入射角为干扰信号到基站2的入射角为 It is expected that the incident angle of the GSM-R signal to the base station 1 is θ 1 , and the incident angle of the interference signal to the base station 1 is θ 2 . It is expected that the incident angle of the GSM-R signal to the base station 2 is The incident angle of the interference signal to the base station 2 is
如图2所示,基站1均匀线阵接收天线的接收信号数据为:As shown in Figure 2, the received signal data of the uniform linear array receiving antenna of base station 1 is:
其中,s(t)=[s1(t)s2(t)]T为期望GSM-R信号和干扰信号,n(t)=[n1(t)n3(t)…n10(t)]T10个阵元的阵列接收噪声,噪声方差为σ2,A=[a(θ1)a(θ2)]为阵列导向矩阵,a(θi)=[1e-jβi…e-9jβi]T为信号si(t)的导向向量,βi=2πdsinθi/λ为信号si(t)到达两个相邻阵元的相位差。Among them, s(t)=[s 1 (t)s 2 (t)] T is the desired GSM-R signal and interference signal, n(t)=[n 1 (t)n 3 (t)...n 10 ( t)] T An array of 10 elements receives noise, the noise variance is σ 2 , A=[a(θ 1 )a(θ 2 )] is the array steering matrix, a(θ i )=[1e -jβi …e -9jβi ] T is the steering vector of the signal s i (t), and β i =2πdsinθ i /λ is the phase difference when the signal s i (t) arrives at two adjacent array elements.
如图4所示,采用前向空间平滑,使用阵元数M=10均匀线阵,构造P个子阵列组合(P=6),每个子阵列的阵元数m=5。As shown in FIG. 4 , forward spatial smoothing is adopted, and a uniform linear array with the number of array elements M=10 is used to construct P subarray combinations (P=6), and the number of array elements in each subarray is m=5.
第k个子阵列的接收信号数据为:The received signal data of the kth subarray is:
其中,C=[c(θ1)c(θ2)]为第k个子阵列的阵列导向矩阵,c(θi)=[1e-jβi…e-j(k-1)βi]T为信号si(t)的第k个子阵列的阵列导向向量,
第k个子阵列的接收信号向量的空间相关矩阵为:The received signal vector of the kth subarray The spatial correlation matrix of is:
其中,Rs=E{s(t)sH(t)}为干扰源发射信号空间相关矩阵,I为单位阵。Wherein, R s =E{s(t)s H (t)} is the spatial correlation matrix of the signal transmitted by the interference source, and I is the identity matrix.
对各前向空间平滑子阵列的空间相关函数求平均,可以得到前向空间平滑空间相关函数。The forward spatial smoothing spatial correlation function can be obtained by averaging the spatial correlation functions of each forward spatial smoothing sub-array.
同理,如图5所示,可以得到通过后向空间平滑之后得到的自相关函数矩阵Similarly, as shown in Figure 5, the autocorrelation function matrix obtained after smoothing the backward space can be obtained
双向空间平滑算法就是对前向平滑循环自相关函数矩阵与后向平滑循环自相关函数矩阵取平均,双向空间平滑循环自相关函数矩阵为:The two-way spatial smoothing algorithm is to average the forward smoothing circular autocorrelation function matrix and the backward smoothing circular autocorrelation function matrix, and the two-way spatial smoothing circular autocorrelation function matrix is:
对Rx(τ)进行特征值分解,两个较大的特征值λ1、λ2对应的特征向量u1、u2构成信号子空间,三个较小的特征值λ3、λ4、λ5对应的特征向量u3、u4、u5构成噪声子空间。定义矩阵:Decompose the eigenvalues of R x (τ), the eigenvectors u 1 , u 2 corresponding to the two larger eigenvalues λ 1 , λ 2 constitute the signal subspace, and the three smaller eigenvalues λ 3 , λ 4 , The eigenvectors u 3 , u 4 , u 5 corresponding to λ 5 constitute the noise subspace. Define the matrix:
G=[u3u4u5]G=[u 3 u 4 u 5 ]
由于矩阵A为列满秩矩阵,Rx为满秩矩阵,可以证明:Since matrix A is a full-rank matrix and R x is a full-rank matrix, it can be proved that:
GHA=GH[a(θ1)a(θ2)]=0G H A = G H [a(θ 1 )a(θ 2 )] = 0
即GHa(θi)=0。因此可得出结论,当θ为信号来波方向时,GHa(θ)=0。That is, G H a(θ i )=0. Therefore, it can be concluded that G H a(θ)=0 when θ is the incoming wave direction of the signal.
使用MUSIC谱估计:Estimated using MUSIC spectrum:
当θ为信号来波方向时,PMUSIC取得极大值,通过MUSIC谱峰搜索,即可得到信号的来波方向。When θ is the incoming wave direction of the signal, P MUSIC obtains the maximum value, and the incoming wave direction of the signal can be obtained by searching the peak of the MUSIC spectrum.
通过实验,GSM-R基站1估计的期望GSM-R信号来波方向干扰信号来波方向为如图6所示。GSM-R基站2估计的期望GSM-R信号来波方向为干扰信号来波方向为如图7所示。Through experiments, the expected GSM-R signal arrival direction estimated by GSM-R base station 1 is The incoming wave direction of the interference signal is As shown in Figure 6. The direction of arrival of the expected GSM-R signal estimated by GSM-R base station 2 is The incoming wave direction of the interference signal is As shown in Figure 7.
对于干扰信号,根据GSM-R基站1及GSM-R基站1估计的干扰信号来波方向为GSM-R基站2位置及GSM-R基站2估计的干扰信号来波方向为可以得到期望GSM-R信号所在的直线的方程组:For the interference signal, the direction of arrival of the interference signal estimated according to GSM-R base station 1 and GSM-R base station 1 is The location of GSM-R base station 2 and the direction of arrival of the interference signal estimated by GSM-R base station 2 are The equations of the straight line where the expected GSM-R signal is located can be obtained:
求解方程组,可分别计算出干扰源位置(50.026m,49.991m)。By solving the equations, the position of the interference source (50.026m, 49.991m) can be calculated respectively.
从实验结果可以看出,采用本发明方法,能够仅使用GSM-R检测到的干扰信号的来波方向就能够方便、快捷的对干扰源进行定位。It can be seen from the experimental results that the method of the present invention can conveniently and quickly locate the interference source only by using the direction of arrival of the interference signal detected by the GSM-R.
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