CN108957503B - Positioning and false target identification method based on ADS-B message pulse counting - Google Patents

Positioning and false target identification method based on ADS-B message pulse counting Download PDF

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CN108957503B
CN108957503B CN201810586091.XA CN201810586091A CN108957503B CN 108957503 B CN108957503 B CN 108957503B CN 201810586091 A CN201810586091 A CN 201810586091A CN 108957503 B CN108957503 B CN 108957503B
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汤新民
陈济达
顾俊伟
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Nanjing University of Aeronautics and Astronautics
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    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S19/00Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/38Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
    • G01S19/39Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
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Abstract

The invention discloses a positioning and false target identification method based on ADS-B message pulse counting, which estimates the pulse counting deviation of receiving reference aircraft ADS-B between all the interception base stations by receiving ADS-B message pulse signals transmitted by aircrafts with S-mode answering machines and the counting of leading pulses thereof through different interception base stations; and then aiming at ADS-B signals or secondary radar response signals transmitted by other aircrafts with unknown positioning information and received by the plurality of intercept base stations, a range estimation method of a containing space is adopted to effectively verify the false target. The invention can realize an MDS system based on ADS-B, does not need to synchronize time among all the reconnaissance base stations, reduces the time synchronization cost of a multipoint positioning system, effectively makes up the defects of secondary radar and ADS-B positioning, eliminates false target information and ensures civil aviation flight safety.

Description

基于ADS-B消息脉冲计数的定位和虚假目标识别方法Location and false target identification method based on ADS-B message pulse count

技术领域technical field

本发明涉及一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法。The invention relates to a positioning and false target identification method based on ADS-B message pulse count.

背景技术Background technique

随着民航产业的快速发展,飞行器的数量显著增多,为了更好的保障飞行的安全性,ADS-B技术应运而生,在一定程度上弥补了二次雷达的不足。但是由于技术限制,ADS-B并没有装载在所有的飞行器上面,同时ICAO很容易被伪造,这样ADS-B接收机很难判别是否目标的真实性。与此同时,现今的多点定位系统为了解决接收站时钟误差在接受站之间铺设了有线链路,导致其成本高达几千万元,地方机场都无法采购该套设施。With the rapid development of the civil aviation industry, the number of aircraft has increased significantly. In order to better ensure the safety of flight, ADS-B technology emerged as the times require, making up for the lack of secondary radar to a certain extent. However, due to technical limitations, ADS-B is not loaded on all aircraft, and ICAO is easily forged, so it is difficult for the ADS-B receiver to determine whether the target is authentic. At the same time, the current multi-point positioning system lays wired links between the receiving stations in order to solve the clock error of the receiving stations, resulting in a cost of tens of millions of yuan, and local airports cannot purchase this set of facilities.

发明内容SUMMARY OF THE INVENTION

为解决现有技术的不足,本发明的目的在于提供一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,利用建立模型以及编程来解决这个问题,极大的降低了成本,充分利用了已有的技术手段来弥补ADS-B技术以及二次雷达的缺陷,增强了机场场面监视的问题,极大的保障了飞行器的安全,及时识别了虚假目标。In order to solve the deficiencies of the prior art, the object of the present invention is to provide a method for positioning and false target identification based on ADS-B message pulse count, and to solve this problem by establishing a model and programming, greatly reducing the cost and making full use of the method. The existing technical means are used to make up for the shortcomings of ADS-B technology and secondary radar, which enhances the problem of airport surface surveillance, greatly guarantees the safety of aircraft, and identifies false targets in time.

为了实现上述目标,本发明采用如下的技术方案:In order to achieve above-mentioned goal, the present invention adopts following technical scheme:

一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,包括如下步骤:A method for positioning and false target identification based on ADS-B message pulse counting, characterized in that it comprises the following steps:

步骤1)自带S模式应答机的航空器发送数据脉冲,各侦收基站计算前导脉冲起始编号;Step 1) The aircraft with its own S-mode transponder sends data pulses, and each detection base station calculates the start number of the preamble pulse;

步骤2)各个侦收基站匹配相同的脉冲信号,通过脉冲偏差计数,计算出各个侦收基站的测量误差;Step 2) each detection base station matches the same pulse signal, and calculates the measurement error of each detection base station by counting the pulse deviation;

步骤3)引入测量脉冲偏差修正机制来准确获得各个基站的测量误差;Step 3) introducing the measurement pulse deviation correction mechanism to accurately obtain the measurement error of each base station;

步骤4)设定阈值,对接收到的ADS-B信号的基站个数与阈值进行比较,若不小于阈值,则转至步骤5),否则,转至步骤6);Step 4) set the threshold, compare the number of base stations of the received ADS-B signal with the threshold, if not less than the threshold, then go to step 5), otherwise, go to step 6);

步骤5)将信号站按照星型排列,同时向目标发射信号,考虑各个基站的测量误差,通过三个单边曲面产生交点确定位置;Step 5) arranging the signal stations according to the star shape, simultaneously transmitting signals to the target, considering the measurement error of each base station, and generating intersections to determine the position through three unilateral curved surfaces;

步骤6)通过侦收基站获取目标实时位置或划分飞行范围,利用目的相符验证方法排除虚假信号干扰。Step 6) Obtain the real-time position of the target or divide the flight range by detecting the base station, and use the purpose matching verification method to eliminate false signal interference.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤1)的具体内容为:Aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, it is characterized in that, the concrete content of described step 1) is:

采用航空器自带S模式应答机的应答信号作为信号辐射源,地面各侦收基站从收到消息前导头开始计算之前的脉冲数目;The response signal of the aircraft's own Mode S transponder is used as the signal radiation source, and each ground station is used to calculate the number of pulses before receiving the preamble of the message;

计算收到的前导脉冲起始编号,匹配到相同的脉冲信号,并把它发送到主站,主站统一处理,ADS-B消息应从第一个发送脉冲开始以0.5微秒的脉冲间距进行脉冲传输,当侦收基站接收到同一消息前导脉冲后,计算之前收到的脉冲计数。Calculate the starting number of the received preamble pulse, match the same pulse signal, and send it to the master station, the master station will process it uniformly, the ADS-B message should be pulsed from the first sent pulse with a pulse interval of 0.5 microseconds For transmission, when the detection base station receives the same message preamble, it calculates the count of the previously received pulses.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤2)的具体内容为:Aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, it is characterized in that, the concrete content of described step 2) is:

接收站i接收到前导信息时之前的脉冲计数记为Pi,目标信号发射的时间是一致的,以接收到同一个初始脉冲信号开始计算,计算中间经过在路途中的传播以及接收站接收脉冲信号误差,当接收站开始搜寻到ADS-B前导脉冲时,将之前所接收到的脉冲信号收集起来;When receiving station i receives the preamble information, the pulse count before it is recorded as P i , the time of target signal transmission is consistent, and the calculation starts after receiving the same initial pulse signal. Signal error, when the receiving station starts to search for the ADS-B preamble, it collects the previously received pulse signals;

其中,每个侦收基站与中心基站的误差

Figure BDA0001689529900000031
ΔPi1是各个侦收基站收到的脉冲与中心基站的脉冲数目相减,
Figure BDA0001689529900000032
是脉冲平均宽度,Δl是S模式应答机发出的信号自带经纬度信息,通过计算得到的带有S模式应答机的航空器到各个接收站的距离;c是脉冲传递的速度。Among them, the error between each detection base station and the central base station
Figure BDA0001689529900000031
ΔP i1 is the subtraction of the pulses received by each detection base station and the pulse number of the central base station,
Figure BDA0001689529900000032
is the average pulse width, Δl is the latitude and longitude information of the signal sent by the Mode S transponder, and the calculated distance from the aircraft with the Mode S transponder to each receiving station; c is the speed of the pulse transmission.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤3)的具体内容为:Aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, it is characterized in that, the concrete content of described step 3) is:

采用加权移动平均法来修正系统误差,具体公式如下:

Figure BDA0001689529900000033
其中,Yi是第i次观测到的基站之间脉冲计数差值,Xi是人为赋予的第i个观测值的权重,根据与预测期的观察值的距离给予权数值,越接近的观察值给予越小的权数值,所有的权数值的和加起来等于1;观测值的总数为n;The weighted moving average method is used to correct the systematic error, and the specific formula is as follows:
Figure BDA0001689529900000033
Among them, Yi is the pulse count difference between base stations observed in the i -th time, and Xi is the artificially assigned weight of the i -th observation value. The weight is given according to the distance from the observation value in the prediction period. The closer the observation value is, the closer the observation value is. The value is given a smaller weight value, and the sum of all weight values is equal to 1; the total number of observations is n;

定义集合{Y1,Y2,Y3,……,Y100},其中,将最新的一个观测值ΔPi1定义为Y1,将Y100剔除出集合,其他所有值的下标的数字都增加一个;Define the set {Y 1 , Y 2 , Y 3 , ..., Y 100 }, where the latest observation value ΔP i1 is defined as Y 1 , Y 100 is removed from the set, and the numbers of the subscripts of all other values are increased One;

给予不同的观测值不同的权数,对于接近预测期的观察值给予较大权数值,对于距离预测期较远的观察值则相应给予较小的权数值。Different weights are given to different observations. Larger weights are given to observations close to the forecast period, and smaller weights are given to observations farther away from the forecast period.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,定义权数为e-i,通过计算实际每次得到的值都用Y101表示,

Figure BDA0001689529900000034
Figure BDA0001689529900000035
将每次新得到的Y101反馈到主站中,作为ΔPi1。The aforementioned method for positioning and false target identification based on ADS-B message pulse counting is characterized in that, the defined weight is e- i , and the actual value obtained each time by calculating is represented by Y 101 ,
Figure BDA0001689529900000034
Figure BDA0001689529900000035
The newly obtained Y 101 is fed back to the master station each time as ΔP i1 .

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤4)中将阈值设定为4。The aforementioned method for positioning and false target identification based on ADS-B message pulse counting is characterized in that the threshold is set to 4 in the step 4).

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤5)的具体内容为:Aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, it is characterized in that, the concrete content of described step 5) is:

利用多点定位的方法来确定其他飞行目标的实时位置,至少需要四个侦收基站,形成三个单边双曲面来产生交点;建立模型,将步骤3)得到的各个接收站的测量误差纳入模型计算,通过多点定位的方法来计算目标位置。Using the method of multi-point positioning to determine the real-time position of other flying targets requires at least four detection base stations to form three unilateral hyperboloids to generate intersection points; build a model and incorporate the measurement errors of each receiving station obtained in step 3) into Model calculation, calculate the target position through the method of multi-point positioning.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,包括如下步骤:The aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, is characterized in that, comprises the steps:

步骤51)由于三维空间内的多点定位至少需要四个基站,将接收站按照星形布站:主站居正中,选取其他三个副站与主站之间的连线组成一个星形,将主站位置坐标设为(x1,y1,z1),假设空间位置坐标为(x,y,z);Ri是第i个侦收基站到目标信号的距离,i=1,2,3,4,R1i表示目标信号到达主站与第i个副站之间的距离差,用方程式表示:

Figure BDA0001689529900000041
Figure BDA0001689529900000042
t1i等于各个侦收基站收到地理信息未知的航空器的时间减去各个侦收基站与主站的测量误差,即t1i=T1i-Δε1i,其中,T1i是i基站与主站接收同一信号的显示的时间差,Δε1i是步骤2)中计算得到的i基站与主站的测量误差;Step 51) Since the multi-point positioning in the three-dimensional space requires at least four base stations, the receiving stations are arranged in a star shape: the main station is in the middle, and the connections between the other three secondary stations and the main station are selected to form a star shape, Set the position coordinates of the master station as (x 1 , y 1 , z 1 ), and assume that the spatial position coordinates are (x, y, z); Ri is the distance from the ith detection base station to the target signal, i=1, 2, 3, 4, R 1i represents the distance difference between the target signal reaching the primary station and the i-th secondary station, expressed by the equation:
Figure BDA0001689529900000041
Figure BDA0001689529900000042
t 1i is equal to the time when each reconnaissance base station receives the aircraft whose geographic information is unknown minus the measurement error between each reconnaissance base station and the master station, that is, t 1i =T 1i -Δε 1i , where T 1i is the reception time between the i base station and the master station The displayed time difference of the same signal, Δε 1i is the measurement error between the i base station and the master station calculated in step 2);

步骤52)将目标的初始位置(x0,y0,z0)随机定在距离主站距离不超过200km的位置;Step 52) Randomly set the initial position (x 0 , y 0 , z 0 ) of the target at a position that is not more than 200km away from the main station;

步骤53)将步骤51)里面的公式进行Taylor展开,去除二阶以上分量可得到:Ψ=ht-Gtd,其中各个矩阵矢量表达如下:

Figure BDA0001689529900000043
Figure BDA0001689529900000044
Figure BDA0001689529900000051
利用加权最小二乘法解算目标位置偏差为:
Figure BDA0001689529900000052
其中,Ri′表示假设的目标初始位置(x0,y0,z0)与各个基站之间的距离;Q是表示各基站中实践测量单元引入的相对误差,各个基站的固有误差相同;Step 53) carry out Taylor expansion of the formula in step 51), and remove the components above the second order to obtain: Ψ=h t -G t d, wherein each matrix vector is expressed as follows:
Figure BDA0001689529900000043
Figure BDA0001689529900000044
Figure BDA0001689529900000051
Using the weighted least squares method to solve the target position deviation is:
Figure BDA0001689529900000052
Wherein, R i ' represents the distance between the assumed initial position of the target (x 0 , y 0 , z 0 ) and each base station; Q is the relative error introduced by the actual measurement unit in each base station, and the inherent errors of each base station are the same;

步骤54)将初始位置代入(x0,y0,z0)式中算出距离(xn,yn,zn),计算出位置偏差,将门限设置成ε=150m,当|xn-x0|+|yn-y0|+|zn-z0|<ε,结束计算并将结果反馈出来(xn,yn,zn);如不满足,则在下一次计算中,令(xn,yn,zn)=(xn+Δx0,yn+Δy0,zn+Δz0)重复计算;Step 54) Substitute the initial position into (x 0 , y 0 , z 0 ) to calculate the distance (x n , y n , z n ), calculate the position deviation, set the threshold to ε=150m, when |x n − x 0 |+|y n -y 0 |+|z n -z 0 |<ε, end the calculation and feed back the results (x n , y n , z n ); if not satisfied, in the next calculation, Let (x n , yn , z n )=(x n +Δx 0 , yn +Δy 0 , z n +Δz 0 ) repeat the calculation;

步骤55)将(xn,yn,zn)坐标转换成经纬高度坐标,通过与自带的ADS-B报文里面的位置信息进行比对,用来判断是否是一个有效目标。Step 55) Convert (x n , y n , z n ) coordinates into latitude and longitude coordinates, and compare it with the position information in the self-contained ADS-B message to determine whether it is a valid target.

前述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤6)的具体内容为:Aforementioned a kind of positioning and false target identification method based on ADS-B message pulse count, it is characterized in that, the concrete content of described step 6) is:

a)当多个侦收基站收到目标信号的,利用多点定位方法计算目标实时位置(xn,yn,zn),然后与目标发送的ADS-B报文中的位置信息比较,判断该目标是否是虚假信号;a) When multiple detection base stations receive the target signal, use the multi-point positioning method to calculate the target real-time position (x n , y n , z n ), and then compare it with the position information in the ADS-B message sent by the target, determine whether the target is a false signal;

b)当侦收基站接收不良或者出现基站死机的时候,,利用关联函数求出飞机运动与ADS-B消息意图的关联度,公式如下:

Figure BDA0001689529900000053
Figure BDA0001689529900000054
其中,Δε是两个侦收基站对于同一个飞行目标的相对脉冲计数,
Figure BDA0001689529900000055
是脉冲平均宽度,(xa,ya,za)与(xb,yb,zb)是两个侦收基站的位置坐标对应的经纬高度,(xk,yk,zk)是飞行目标自带的经纬高度信息,ΔP是事先设定的脉冲数目偏差,用来估算包容空间,判断航空器位置范围的基准;b) When the detection base station has poor reception or the base station crashes, use the correlation function to find the correlation between the aircraft movement and the ADS-B message intention. The formula is as follows:
Figure BDA0001689529900000053
Figure BDA0001689529900000054
Among them, Δε is the relative pulse count of two reconnaissance base stations for the same flying target,
Figure BDA0001689529900000055
is the average pulse width, (x a , y a , z a ) and (x b , y b , z b ) are the latitude and longitude heights corresponding to the position coordinates of the two detecting base stations, (x k , y k , z k ) is the longitude, latitude and altitude information of the flight target, and ΔP is the preset pulse number deviation, which is used to estimate the containment space and the benchmark for judging the position range of the aircraft;

通过将航空器经纬高度代入公式计算,判断出多点定位系统探测到的位置与ADS-B报文自带的位置信息之间的距离误差,如果该航空器自带的位置信息显示在设置的距离带内,则认为是一个有效目标;如果位置信息显示不在范围内,则认为是一个虚假目标。By substituting the latitude and longitude altitude of the aircraft into the formula, the distance error between the position detected by the multi-point positioning system and the position information of the ADS-B message is determined. If the position information of the aircraft is displayed in the set distance band Within the range, it is considered to be a valid target; if the location information shows that it is not within the range, it is considered to be a false target.

本发明所达到的有益效果:将自带S模式应答机的航空器作为现有条件,能够有效的在不安装有线链路的情况下,计算出各个接收站之间的时钟误差;然后不考虑消除误差而是通过编程的手段将误差作为一种已知变量纳入数学模型,最后通过不断归纳得到飞行器的实时位置。该方法极大的节省了建设多点定位系统的成本,有效的保障了机场周围对飞行目标的监视,弥补了二次雷达与ADS-B监视的不足。The beneficial effects achieved by the present invention: taking the aircraft with its own S-mode transponder as the existing condition, the clock error between each receiving station can be calculated effectively without installing a wired link; Instead, the error is incorporated into the mathematical model as a known variable by means of programming, and finally the real-time position of the aircraft is obtained by continuous induction. This method greatly saves the cost of building a multi-point positioning system, effectively guarantees the monitoring of flying targets around the airport, and makes up for the shortage of secondary radar and ADS-B monitoring.

附图说明Description of drawings

图1是本发明总的流程示意图;Fig. 1 is the general schematic flow chart of the present invention;

图2是不同侦收基站接收同一ADS-B信号的脉冲计数分布;Fig. 2 is the pulse count distribution of different detection base stations receiving the same ADS-B signal;

图3是基站接收参考航空器的距离差示意图;Fig. 3 is the schematic diagram of the distance difference of base station receiving reference aircraft;

图4是基站布置示意图。FIG. 4 is a schematic diagram of a base station arrangement.

具体实施方式Detailed ways

下面结合附图对本发明作进一步描述。以下实施例仅用于更加清楚地说明本发明的技术方案,而不能以此来限制本发明的保护范围。The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solutions of the present invention more clearly, and cannot be used to limit the protection scope of the present invention.

本方法采用搭载S模式应答机的航空器自动广播数据脉冲信号,地面侦收基站通过收集参考航空器ADS-B消息脉冲信号并且计算前导脉冲的起始编号,匹配到相同的脉冲信号,将采集到的信息统一发送给中心基站进行处理,主站通过加权移动平均法修正计数偏差,建立模型通过计算得到各个侦收基站与中心基站的测量误差。当存在数目达到多点定位所必须的基站时,各个侦收基站通过向定位信息未知的其他航空器发送询问信号,通过反馈得到的信号对航空器进行虚假目标识别与多点定位,形成基于ADS-B的多点定位相关监视系统;当基站数目少于多点定位所必须的要求时,基于计算得到的定位信息,采用包容空间的范围估计方法可以有效验证虚假目标。附图中的字母定义如下:ΔP21是2号基站与1号基站接收的脉冲计数差值,ΔP31是3号基站与1号基站接收的脉冲计数差值。L1是自带S模式应答机的航空器距离1号基站的距离;Li是自带S模式应答机的航空器距离i号基站的距离。BSi是第i个基站的代号。This method adopts the aircraft equipped with the S-mode transponder to automatically broadcast the data pulse signal. The ground detection base station collects the ADS-B message pulse signal of the reference aircraft and calculates the starting number of the preamble pulse, and matches the same pulse signal. The information is uniformly sent to the central base station for processing. The master station corrects the counting deviation through the weighted moving average method, and establishes a model to obtain the measurement error between each detection base station and the central base station through calculation. When there are enough base stations for multi-point positioning, each reconnaissance base station sends an inquiry signal to other aircraft whose positioning information is unknown, and performs false target recognition and multi-point positioning on the aircraft through the feedback signal. When the number of base stations is less than the required requirements for multi-point positioning, based on the calculated positioning information, the range estimation method of the contained space can effectively verify the false target. The letters in the drawings are defined as follows: ΔP 21 is the difference in pulse counts received by base station No. 2 and base station No. 1, and ΔP 31 is the difference in pulse count received by base station No. 3 and base station No. 1. L 1 is the distance between the aircraft with its own Mode S transponder and base station 1; Li is the distance between the aircraft with its own Mode S transponder and base station i . BS i is the code name of the i-th base station.

如图1所示,包括以下步骤:As shown in Figure 1, it includes the following steps:

步骤1,在日常生活中,各个侦收基站对未知地理位置信息的航空器进行多点定位时,由于时钟误差所导致最后的定位结果偏差较大。本发明提出一种不用铺设固定光缆同步时差,极大降低成本的方法。采用航空器自带的S模式应答机发送的应答信号作为信号辐射源,地面各侦收基站从收到消息前导头开始计算之前的脉冲数目。计算收到的前导脉冲起始编号,匹配到相同的脉冲信号,并把它发送到主站,主站统一处理。其同一个ADS-B消息脉冲信号及其前导脉冲在不同侦收基站的接收情况如图2所示。Step 1. In daily life, when each receiving base station performs multi-point positioning on an aircraft with unknown geographic location information, the final positioning result deviates greatly due to clock errors. The invention provides a method for greatly reducing the cost without laying and fixing the synchronization time difference of optical cables. The response signal sent by the aircraft's own Mode S transponder is used as the signal radiation source, and each ground detection base station starts to count the number of pulses before receiving the preamble of the message. Calculate the starting number of the received preamble pulse, match the same pulse signal, and send it to the master station, and the master station will process it uniformly. Figure 2 shows the receiving conditions of the same ADS-B message pulse signal and its preamble at different detection base stations.

步骤2,当主站收到各个侦收基站匹配到的具有同一个前导脉冲信号的脉冲时,用以下公式进行计算:

Figure BDA0001689529900000071
ΔPi1是各个侦收基站收到的脉冲与中心基站的脉冲数目相减,
Figure BDA0001689529900000072
是脉冲平均宽度,Δl是S模式应答机发出的信号自带经纬度信息,通过计算得到的S模式应答机到各个接收站的距离;c是脉冲传递的速度,即光速。Step 2, when the master station receives the pulses with the same preamble signal matched by each detecting base station, the following formula is used to calculate:
Figure BDA0001689529900000071
ΔP i1 is the subtraction of the pulses received by each detection base station and the pulse number of the central base station,
Figure BDA0001689529900000072
is the average pulse width, Δl is the longitude and latitude information of the signal sent by the S-mode transponder, and the calculated distance from the S-mode transponder to each receiving station; c is the speed of pulse transmission, that is, the speed of light.

所以此时各个侦收基站与主站的测量误差就是

Figure BDA0001689529900000081
此时各个侦收基站与主站的距离站位如图3所示,此时的距离Δli1就是用l1-li,脉冲数的差值ΔPi1等于步骤3中通过公式计算出来的Y101。Therefore, the measurement error between each detection base station and the master station at this time is
Figure BDA0001689529900000081
At this time, the distance between each detection base station and the master station is shown in Figure 3. The distance Δl i1 at this time is l 1 -l i , and the difference in the number of pulses ΔP i1 is equal to the Y calculated by the formula in step 3. 101 .

步骤3,随着时间的推移,目标测量数目的增加,整个系统的误差将随时间的增长呈线性增长。为了解决偏差的不断增长问题,我们采用加权移动平均法来修正系统误差。具体公式如下:Step 3: As time goes on, the number of target measurements increases, and the error of the entire system will increase linearly with time. To address the growing problem of bias, we employ a weighted moving average method to correct for systematic errors. The specific formula is as follows:

Figure BDA0001689529900000082
Figure BDA0001689529900000082

我们定义一个集合{Y1,Y2,Y3,……,Y100},其中,将最新的一个观测值ΔPi1定义为Y1,将Y100剔除出集合,其他所有值的下标的数字都增加一个。我们给予不同的观测值不同的权数,对于接近预测期的观察值给予较大权数值,对于距离预测期较远的观察值则相应给予较小的权数值,由于所有的权数的和加起来要等于1,所以我们不妨定义权数为e-xWe define a set {Y 1 , Y 2 , Y 3 , ..., Y 100 }, where the latest observation ΔP i1 is defined as Y 1 , Y 100 is excluded from the set, and all other values are subscripted numbers All add one. We give different weights to different observations, giving larger weights to observations close to the forecast period, and correspondingly smaller weights to observations farther away from the forecast period, since the sum of all weights adds up To be equal to 1, so we might as well define the weight as e -x .

所以通过计算,我们实际每次得到的值都用Y101表示,

Figure BDA0001689529900000083
将每次新得到的Y101反馈到主站中,成为步骤2中计算各个侦收基站与主站测量误差的参数。So by calculation, the value we actually get every time is represented by Y 101 ,
Figure BDA0001689529900000083
The Y 101 newly obtained each time is fed back to the master station, which becomes the parameter for calculating the measurement error between each detection base station and the master station in step 2.

参考步骤2,我们将计算得到的脉冲偏差放入计算公式计算出侦收基站的测量误差。在测量过程中,如果存在测量值与上一个测量值相差较大的情况,一般我们认为是某个侦收基站没有收到信号或者出现系统死机的情况,我们应该舍去{Y1,Y2,Y3,……,Y100},重新纳入观测值再开始进行计算。Referring to step 2, we put the calculated pulse deviation into the calculation formula to calculate the measurement error of the detection base station. During the measurement process, if there is a large difference between the measurement value and the previous measurement value, we generally think that a certain receiving base station does not receive a signal or the system crashes, and we should discard {Y 1 , Y 2 , Y 3 , ..., Y 100 }, re-include the observations and start the calculation again.

步骤4,根据步骤3的检测结果,我们用多点定位的方法来确定其他飞行目标,判断其是否是一个有效的目标以及它的实时位置。为此我们设定需要至少四个侦收基站,形成三个单边双曲面来产生交点。Step 4, according to the detection result of step 3, we use the method of multi-point positioning to determine other flying targets, and judge whether it is a valid target and its real-time position. For this purpose, we set at least four reconnaissance base stations to form three unilateral hyperboloids to generate intersections.

建立模型,将步骤3得到的各个接收站的时钟误差纳入模型计算,通过多点定位的方法来计算目标位置。根据接收到信号的基站个数,选择下一步的内容。A model is established, the clock errors of each receiving station obtained in step 3 are incorporated into the model calculation, and the target position is calculated by the method of multi-point positioning. Select the next step according to the number of base stations that have received signals.

步骤5,若接收到的基站个数不小于4,具体实施过程如下:Step 5, if the number of received base stations is not less than 4, the specific implementation process is as follows:

步骤51)由于三维空间内的多点定位至少需要四个基站,将接收站按照星形布站:主站居正中,选取其他三个副站与主站之间的连线组成一个星形,将主站位置坐标设为(x1,y1,z1),假设空间位置坐标为(x,y,z);Ri是第i个侦收基站到目标信号的距离,i=1,2,3,4,R1i表示目标信号到达主站与第i个副站之间的距离差,用方程式表示:

Figure BDA0001689529900000091
Figure BDA0001689529900000092
t1i等于各个侦收基站收到地理信息未知的航空器的时间减去各个侦收基站与主站的测量误差,即t1i=T1i-Δε1i,其中,T1i是i基站与主站接收同一信号的显示的时间差,Δε1i是步骤2)中计算得到的i基站与主站的测量误差;Step 51) Since the multi-point positioning in the three-dimensional space requires at least four base stations, the receiving stations are arranged in a star shape: the main station is in the middle, and the connections between the other three secondary stations and the main station are selected to form a star shape, Set the position coordinates of the master station as (x 1 , y 1 , z 1 ), and assume that the spatial position coordinates are (x, y, z); Ri is the distance from the ith detection base station to the target signal, i=1, 2, 3, 4, R 1i represents the distance difference between the target signal reaching the primary station and the i-th secondary station, expressed by the equation:
Figure BDA0001689529900000091
Figure BDA0001689529900000092
t 1i is equal to the time when each reconnaissance base station receives the aircraft whose geographic information is unknown minus the measurement error between each reconnaissance base station and the master station, that is, t 1i =T 1i -Δε 1i , where T 1i is the reception time between the i base station and the master station The displayed time difference of the same signal, Δε 1i is the measurement error between the i base station and the master station calculated in step 2);

步骤52)将目标的初始位置(x0,y0,z0)随机定在距离主站距离不超过200km的位置;Step 52) Randomly set the initial position (x 0 , y 0 , z 0 ) of the target at a position that is not more than 200km away from the main station;

步骤53)将上式进行Taylor展开,去除二阶以上分量可得到:Ψ=ht-Gtd。其中各个矩阵矢量表达如下:Step 53) Perform Taylor expansion on the above formula, and remove the components above the second order to obtain: Ψ=h t -G t d. Each matrix vector is expressed as follows:

Figure BDA0001689529900000093
Figure BDA0001689529900000093

Figure BDA0001689529900000101
Figure BDA0001689529900000101

利用加权最小二乘法(WLS)解算目标位置偏差为:Using weighted least squares (WLS) to solve the target position deviation is:

Figure BDA0001689529900000102
Figure BDA0001689529900000102

其中,Ri′表示假设的目标初始位置(x0,y0,z0)与各个基站之间的距离;c表示脉冲在空间中传递的速度,即光速;t1i等于各个侦收基站收到地理信息未知的航空器的时间减去各个侦收基站与主站的测量误差;Q是表示各基站中实践测量单元引入的相对误差,一般我们认为各个基站的固有误差是相同的。Among them, R i ′ represents the distance between the assumed initial position of the target (x 0 , y 0 , z 0 ) and each base station; c represents the speed of pulse transmission in space, that is, the speed of light; The time to the aircraft with unknown geographic information minus the measurement error of each detection base station and the main station; Q is the relative error introduced by the actual measurement unit in each base station. Generally, we think that the inherent error of each base station is the same.

步骤54)我们将初始位置代入(x0,y0,z0)式中算出距离,然后计算出位置偏差,我们将门限设置成ε=150m,当|Δx|+|Δy|+|Δz|<ε,结束计算并将结果反馈出来(xn,yn,zn);如不满足,则重复计算。Step 54) We substitute the initial position into (x 0 , y 0 , z 0 ) to calculate the distance, and then calculate the position deviation, we set the threshold to ε=150m, when |Δx|+|Δy|+|Δz| <ε, end the calculation and feed back the results (x n , yn , z n ); if not satisfied, repeat the calculation.

步骤6,当接收到的基站数小于4时,为了识别ADS-B消息的真实性,排除虚假飞行目标对于监测站的干扰,采取目的相符验证的方法来判断消息真假。Step 6, when the number of received base stations is less than 4, in order to identify the authenticity of the ADS-B message, eliminate the interference of false flying targets to the monitoring station, and use the method of purpose matching verification to determine the authenticity of the message.

a)当多个侦收基站收到目标信号的,利用多点定位方法计算目标实时位置(xn,yn,zn),然后与目标发送的ADS-B报文中的位置信息比较,判断该目标是否是虚假信号;a) When multiple detection base stations receive the target signal, use the multi-point positioning method to calculate the target real-time position (x n , y n , z n ), and then compare it with the position information in the ADS-B message sent by the target, determine whether the target is a false signal;

b)当侦收基站接收不良或者出现基站死机的时候,,利用关联函数求出飞机运动与ADS-B消息意图的关联度,公式如下:

Figure BDA0001689529900000103
Figure BDA0001689529900000104
其中,Δε是两个侦收基站对于同一个飞行目标的相对脉冲计数,
Figure BDA0001689529900000105
是脉冲平均宽度,(xa,ya,za)与(xb,yb,zb)是两个侦收基站的位置坐标对应的经纬高度,(xk,yk,zk)是飞行目标自带的经纬高度信息,ΔP是事先设定的脉冲数目偏差,用来估算包容空间,判断航空器位置范围的基准;b) When the detection base station has poor reception or the base station crashes, use the correlation function to find the correlation between the aircraft movement and the ADS-B message intention. The formula is as follows:
Figure BDA0001689529900000103
Figure BDA0001689529900000104
Among them, Δε is the relative pulse count of two reconnaissance base stations for the same flying target,
Figure BDA0001689529900000105
is the average pulse width, (x a , y a , z a ) and (x b , y b , z b ) are the latitude and longitude heights corresponding to the position coordinates of the two detecting base stations, (x k , y k , z k ) is the longitude, latitude and altitude information of the flight target, and ΔP is the preset pulse number deviation, which is used to estimate the containment space and the benchmark for judging the position range of the aircraft;

通过将航空器经纬高度代入公式计算,判断出多点定位系统探测到的位置与ADS-B报文自带的位置信息之间的距离误差。如果该航空器自带的位置信息显示在我们设置的距离带内,则认为是一个有效目标;如果位置信息显示不在范围内,则认为是一个虚假目标。By substituting the latitude and longitude altitude of the aircraft into the formula calculation, the distance error between the position detected by the multi-point positioning system and the position information carried in the ADS-B message is determined. If the position information of the aircraft is displayed within the range we set, it is considered to be a valid target; if the position information is displayed not within the range, it is considered to be a false target.

最后结果:如果是a的情况,根据计算出(xn,yn,zn)坐标转换成经纬高度坐标,然后通过与自带的ADS-B报文里面的位置信息进行比对,用来判断是否是一个有效目标。Final result: If it is the case of a, convert the coordinates of (x n , y n , z n ) into latitude and longitude coordinates according to the calculation, and then compare it with the location information in the ADS-B message that comes with it to use Determine if it is a valid target.

如果是b的情况,我们通过步骤3得到侦收基站与主站的脉冲偏差Y101与步骤2中各个侦收基站与主站的测量误差,得到了随意侦收基站与主站对同一个飞行目标的相对脉冲计数Δε,将航空器自带的经纬高度坐标代入公式计算,看是否在我们规定的包容空间里面。若在,则判断是一个有效目标,若不在,则判断是一个虚假目标。If it is the case of b, we obtain the pulse deviation Y 101 of the detection base station and the main station through step 3 and the measurement error of each detection base station and the main station in step 2, and obtain the random detection base station and the main station for the same flight The relative pulse count Δε of the target is calculated by substituting the longitude, latitude and altitude coordinates of the aircraft into the formula to see if it is in the containment space we stipulate. If it is, the judgment is a valid target, if not, the judgment is a false target.

以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明技术原理的前提下,还可以做出若干改进和变形,这些改进和变形也应视为本发明的保护范围。The above are only the preferred embodiments of the present invention. It should be pointed out that for those skilled in the art, without departing from the technical principles of the present invention, several improvements and modifications can be made. These improvements and modifications It should also be regarded as the protection scope of the present invention.

Claims (6)

1.一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,包括如下步骤:1. a kind of positioning and false target identification method based on ADS-B message pulse count, is characterized in that, comprises the steps: 步骤1)自带S模式应答机的航空器发送数据脉冲,各侦收基站计算前导脉冲起始编号;Step 1) The aircraft with its own S-mode transponder sends data pulses, and each detection base station calculates the start number of the preamble pulse; 步骤2)各个侦收基站匹配相同的脉冲信号,通过脉冲偏差计数,计算出各个侦收基站的测量误差;Step 2) each detection base station matches the same pulse signal, and calculates the measurement error of each detection base station by counting the pulse deviation; 步骤3)引入测量脉冲偏差修正机制来准确获得各个侦收基站的测量误差;Step 3) introduce the measurement pulse deviation correction mechanism to accurately obtain the measurement error of each detection base station; 步骤4)设定阈值,对接收到的ADS-B信号的侦收基站个数与阈值进行比较,若不小于阈值,则转至步骤5),否则,转至步骤6);Step 4) set the threshold value, compare the number of base stations for detection of the received ADS-B signal with the threshold value, if not less than the threshold value, then go to step 5), otherwise, go to step 6); 步骤5)将侦收基站按照星型排列,同时向目标发射信号,考虑各个侦收基站的测量误差,通过三个单边曲面产生交点确定位置;Step 5) arranging the detection base stations according to a star shape, and simultaneously transmitting signals to the target, considering the measurement error of each detection base station, and generating intersections to determine the position through three unilateral curved surfaces; 步骤6)通过侦收基站获取目标实时位置或划分飞行范围,利用目的相符验证方法排除虚假信号干扰;Step 6) obtain the target real-time position or divide the flight range by detecting the base station, and use the purpose matching verification method to eliminate false signal interference; 所述步骤2)的具体内容为:The specific content of the step 2) is: 侦收基站i接收到前导脉冲时之前的脉冲计数记为Pi,目标信号发射的时间是一致的,以接收到同一个初始脉冲信号开始计算,计算中间经过在路途中的传播以及侦收基站接收脉冲信号误差,当侦收基站开始搜寻到ADS-B前导脉冲时,将之前所接收到的脉冲信号收集起来;The pulse count before the detection base station i receives the preamble pulse is recorded as P i , the time of the target signal transmission is consistent, and the calculation starts after receiving the same initial pulse signal. Receive pulse signal error, when the detection base station starts to search for the ADS-B preamble, collect the previously received pulse signal; 其中,每个侦收基站与主站的误差
Figure FDA0003678236350000011
ΔPi1是各个侦收基站收到的脉冲与主站的脉冲计数相减,
Figure FDA0003678236350000012
是脉冲平均宽度,Δl是S模式应答机发出的信号自带经纬度信息,通过计算得到的带有S模式应答机的航空器到各个侦收基站的距离;c是脉冲传递的速度;
Among them, the error between each detection base station and the master station
Figure FDA0003678236350000011
ΔP i1 is the subtraction of the pulses received by each detection base station from the pulse count of the master station,
Figure FDA0003678236350000012
is the average pulse width, Δl is the longitude and latitude information of the signal sent by the S-mode transponder, and the calculated distance from the aircraft with the S-mode transponder to each detection base station; c is the speed of pulse transmission;
所述步骤3)的具体内容为:The specific content of the step 3) is: 采用加权移动平均法来修正测量误差,具体公式如下:The weighted moving average method is used to correct the measurement error, and the specific formula is as follows:
Figure FDA0003678236350000021
其中,Yu是第u次观测到的侦收基站之间脉冲计数差值,Xu是人为赋予的第u个观测值的权重,根据与预测期的观测值的距离给予权重,越接近的观测值给予越大的权重,所有的权重的和加起来等于1;观测值的总数为n;
Figure FDA0003678236350000021
Among them, Yu is the pulse count difference between the base stations observed at the u -th time, and Xu is the artificially assigned weight of the u-th observation value. The weight is given according to the distance from the observation value in the prediction period. Observations are given greater weights, and the sum of all weights is equal to 1; the total number of observations is n;
将最新的一个观测值ΔPi1定义为Yn+1Define the latest observed value ΔP i1 as Y n+1 ; 给予不同的观测值不同的权重,对于接近预测期的观测值给予较大权重,对于距离预测期较远的观测值则相应给予较小的权重。Different weights are given to different observations. A larger weight is given to observations close to the forecast period, and a smaller weight is given to observations farther away from the forecast period.
2.根据权利要求1所述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤1)的具体内容为:2. a kind of positioning and false target identification method based on ADS-B message pulse count according to claim 1, is characterized in that, the concrete content of described step 1) is: 采用航空器自带S模式应答机的应答信号作为信号辐射源,地面各侦收基站从收到消息前导脉冲开始计算之前的脉冲计数;The response signal of the aircraft's own Mode S transponder is used as the signal radiation source, and each ground detection base station starts to count the previous pulse count from the receipt of the message preamble; 计算收到的前导脉冲起始编号,匹配到相同的脉冲信号,并把它发送到主站,主站统一处理,ADS-B消息应从第一个发送脉冲开始以0.5微秒的脉冲间距进行脉冲传输,当侦收基站接收到同一消息前导脉冲后,计算之前收到的脉冲计数。Calculate the starting number of the received preamble pulse, match the same pulse signal, and send it to the master station, the master station will process it uniformly, the ADS-B message should be pulsed from the first sent pulse with a pulse interval of 0.5 microseconds For transmission, when the detection base station receives the same message preamble, it calculates the count of the previously received pulses. 3.根据权利要求1所述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤4)中将阈值设定为4。3. a kind of positioning and false target identification method based on ADS-B message pulse count according to claim 1, is characterized in that, in described step 4), the threshold value is set to 4. 4.根据权利要求3所述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤5)的具体内容为:4. a kind of positioning and false target identification method based on ADS-B message pulse count according to claim 3, is characterized in that, the concrete content of described step 5) is: 利用多点定位的方法来确定其他航空器的实时位置,至少需要四个侦收基站,形成三个单边双曲面来产生交点;建立模型,将步骤3)得到的各个侦收基站的测量误差纳入模型计算,通过多点定位的方法来计算目标位置。Using the method of multi-point positioning to determine the real-time position of other aircraft requires at least four reconnaissance base stations to form three unilateral hyperboloids to generate intersection points; build a model and incorporate the measurement errors of each reconnaissance base station obtained in step 3) into Model calculation, calculate the target position through the method of multi-point positioning. 5.根据权利要求4所述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤5)具体包括如下步骤:5. a kind of positioning and false target identification method based on ADS-B message pulse count according to claim 4, is characterized in that, described step 5) specifically comprises the steps: 步骤51)由于三维空间内的多点定位至少需要四个侦收基站,将侦收基站按照星形布站:主站居正中,选取其他三个副站与主站之间的连线组成一个星形,将主站位置坐标设为(x1,y1,z1),假设地理信息未知的航空器的位置坐标为(x,y,z);Ri是第i个侦收基站到目标信号的距离,i=1,2,3,4,R1i表示目标信号到达主站与第i个副站之间的距离差,用方程式表示:Step 51) Since the multi-point positioning in the three-dimensional space requires at least four detection base stations, the detection base stations are arranged in a star shape: the main station is in the middle, and the connections between the other three secondary stations and the main station are selected to form a Star shape, set the position coordinates of the master station as (x 1 , y 1 , z 1 ), assuming that the position coordinates of the aircraft with unknown geographic information are (x, y, z); R i is the ith detection base station to the target The distance of the signal, i=1, 2, 3, 4, R 1i represents the distance difference between the target signal reaching the primary station and the i-th secondary station, expressed by the equation:
Figure FDA0003678236350000031
Figure FDA0003678236350000031
R1-Ri=ct1i=R1i,i=2,3,4;R 1 -R i =ct 1i =R 1i , i=2, 3, 4; t1i=T1i-Δε1i,其中,T1i是第i个副站与主站接收同一信号的显示的时间差,Δε1i是步骤2)中计算得到的第i个副站与主站的测量误差;c是脉冲传递的速度,即光速;t 1i =T 1i -Δε 1i , where T 1i is the displayed time difference between the i-th secondary station and the primary station receiving the same signal, and Δε 1i is the measurement of the i-th secondary station and the primary station calculated in step 2). Error; c is the speed of pulse transmission, that is, the speed of light; 步骤52)将目标的初始位置(x0,y0,z0)随机定在距离主站距离不超过200km的位置;Step 52) Randomly set the initial position (x 0 , y 0 , z 0 ) of the target at a position that is not more than 200km away from the main station; 步骤53)将步骤51)里面的公式进行Taylor展开,去除二阶以上分量得到:Ψ=ht-Gtd,其中各个矩阵矢量表达如下:Step 53) carry out Taylor expansion of the formula in step 51), remove the components above the second order to obtain: Ψ=h t -G t d, wherein each matrix vector is expressed as follows:
Figure FDA0003678236350000041
Figure FDA0003678236350000041
Figure FDA0003678236350000042
Figure FDA0003678236350000042
利用加权最小二乘法解算目标位置偏差为:Using the weighted least squares method to solve the target position deviation is:
Figure FDA0003678236350000043
Figure FDA0003678236350000043
其中R′i表示假设的目标初始位置(x0,y0,z0)与各个侦收基站之间的距离;where R′ i represents the distance between the assumed initial position of the target (x 0 , y 0 , z 0 ) and each sensing base station; Q是表示各侦收基站中实践测量单元引入的相对误差,各个侦收基站的固有误差相同;Q is the relative error introduced by the actual measurement unit in each reconnaissance base station, and the inherent error of each reconnaissance base station is the same; 步骤54)将初始位置(x0,y0,z0)代入式中算出距离,计算出位置偏差,将门限设置成ε=150m,当|Δx0|+|Δy0|+|Δz0|<ε,结束计算并将结果(x,y,z)反馈出来;如不满足,则在下一次计算中,令(x0,y0,z0)=(x0+Δx0,y0+Δy0,z0+Δz0)重复计算;Step 54) Substitute the initial position (x 0 , y 0 , z 0 ) into the formula to calculate the distance, calculate the position deviation, set the threshold to ε=150m, when |Δx 0 |+|Δy 0 |+|Δz 0 | <ε, end the calculation and feed back the result (x, y, z); if not satisfied, in the next calculation, let (x 0 , y 0 , z 0 )=(x 0 +Δx 0 , y 0 + Δy 0 , z 0 +Δz 0 ) repeat the calculation; 步骤55)将(x,y,z)坐标转换成经纬高度坐标,通过与自带的ADS-B报文里面的位置信息进行比对,用来判断是否是一个有效目标。Step 55) Convert the (x, y, z) coordinates into latitude and longitude coordinates, and compare it with the position information in the self-contained ADS-B message to determine whether it is a valid target.
6.根据权利要求1所述的一种基于ADS-B消息脉冲计数的定位和虚假目标识别方法,其特征是,所述步骤6)的具体内容为:6. a kind of positioning and false target identification method based on ADS-B message pulse count according to claim 1, is characterized in that, the concrete content of described step 6) is: a)当多个侦收基站收到目标信号时,利用多点定位方法计算目标实时位置(x,y,z),然后与目标发送的ADS-B报文中的位置信息比较,判断该目标是否是虚假信号;a) When multiple detection base stations receive the target signal, use the multi-point positioning method to calculate the target real-time position (x, y, z), and then compare it with the position information in the ADS-B message sent by the target to determine the target. whether it is a false signal; b)当侦收基站接收不良或者出现侦收基站死机的时候,利用关联函数求出航空器运动与ADS-B消息意图的关联度,公式如下:b) When the detection base station is not well received or the detection base station crashes, use the correlation function to find the correlation between the aircraft movement and the ADS-B message intention. The formula is as follows:
Figure FDA0003678236350000044
Figure FDA0003678236350000044
其中,
Figure FDA0003678236350000051
是脉冲平均宽度,(xa,ya,za)与(xb,yb,zb)是两个侦收基站的位置坐标对应的经纬高度,(xk,yk,zk)是航空器自带的经纬高度信息,ΔP是事先设定的脉冲计数偏差,用来估算包容空间,判断航空器位置范围的基准;
in,
Figure FDA0003678236350000051
is the average pulse width, (x a , y a , za a ) and (x b , y b , z b ) are the latitude and longitude heights corresponding to the position coordinates of the two detecting base stations, (x k , y k , z k ) is the longitude, latitude and altitude information that comes with the aircraft, and ΔP is the preset pulse count deviation, which is used to estimate the containment space and the benchmark for judging the position range of the aircraft;
通过将航空器经纬高度代入公式计算,判断出多点定位系统探测到的位置与ADS-B报文自带的位置信息之间的距离误差,如果该航空器自带的位置信息显示在设置的距离带内,则认为是一个有效目标;如果位置信息显示不在范围内,则认为是一个虚假目标。By substituting the latitude and longitude altitude of the aircraft into the formula, the distance error between the position detected by the multi-point positioning system and the position information of the ADS-B message is determined. If the position information of the aircraft is displayed in the set distance band Within the range, it is considered to be a valid target; if the location information shows that it is not within the range, it is considered to be a false target.
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CN109886116B (en) * 2019-01-21 2021-03-09 中国人民解放军战略支援部队信息工程大学 Method and device for individual identification of radiation source based on ADS-B
CN110061801B (en) * 2019-04-25 2020-11-17 电子科技大学 Abnormal target discrimination system and method in aviation monitoring system
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CN110940972B (en) * 2019-12-09 2023-04-07 中国民航大学 Method for extracting S-mode signal arrival time of multi-preamble pulse combined filtering detection
CN113050052B (en) * 2021-03-08 2022-08-09 四川九洲空管科技有限责任公司 Multi-target response simulation method for friend or foe identification system
CN113050137B (en) * 2021-03-09 2022-04-26 江西师范大学 A spatial information acquisition method for multi-point co-measurement
CN113589225B (en) * 2021-07-29 2023-07-18 四川九洲电器集团有限责任公司 Method and device for positioning aerial target
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102323567A (en) * 2011-06-13 2012-01-18 四川大学 A Method of Detecting ADS-B False Target
EP2738972A2 (en) * 2012-11-30 2014-06-04 Honeywell International Inc. Parallel-frequency partially-coherent reception of pulse-position modulated ADS-B messages
CN104378253A (en) * 2014-09-23 2015-02-25 北京航空航天大学 Header locating method of S-mode acknowledgement signal in ADS-B system
CN106301413A (en) * 2016-08-16 2017-01-04 中电科现代导航(西安)科技有限公司 The airborne anti-interference reception of ADS B and processing method
CN106846919A (en) * 2017-01-16 2017-06-13 南京航空航天大学 A kind of four-dimensional dynamic track prediction method based on ADS B information updatings

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102323567A (en) * 2011-06-13 2012-01-18 四川大学 A Method of Detecting ADS-B False Target
EP2738972A2 (en) * 2012-11-30 2014-06-04 Honeywell International Inc. Parallel-frequency partially-coherent reception of pulse-position modulated ADS-B messages
CN104378253A (en) * 2014-09-23 2015-02-25 北京航空航天大学 Header locating method of S-mode acknowledgement signal in ADS-B system
CN106301413A (en) * 2016-08-16 2017-01-04 中电科现代导航(西安)科技有限公司 The airborne anti-interference reception of ADS B and processing method
CN106846919A (en) * 2017-01-16 2017-06-13 南京航空航天大学 A kind of four-dimensional dynamic track prediction method based on ADS B information updatings

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Tracking of Noncooperative Airborne Targets Using ADS-B Signal and Radar Sensing;Ming-Shih Huang,et al;《International Journal of Aerospace Engineering》;20131231;p1-13 *
基于MDS系统的定位算法与同步技术研究;周建红;《中国优秀硕士学位论文全文数据库 信息科技辑》;20130715;全文 *

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