WO2021042484A1 - 一种mimo雷达天线最优保护通道的生成方法 - Google Patents

一种mimo雷达天线最优保护通道的生成方法 Download PDF

Info

Publication number
WO2021042484A1
WO2021042484A1 PCT/CN2019/115198 CN2019115198W WO2021042484A1 WO 2021042484 A1 WO2021042484 A1 WO 2021042484A1 CN 2019115198 W CN2019115198 W CN 2019115198W WO 2021042484 A1 WO2021042484 A1 WO 2021042484A1
Authority
WO
WIPO (PCT)
Prior art keywords
protection channel
channel
gain
initial
optimal
Prior art date
Application number
PCT/CN2019/115198
Other languages
English (en)
French (fr)
Inventor
胡文
赵月
Original Assignee
南京慧尔视智能科技有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 南京慧尔视智能科技有限公司 filed Critical 南京慧尔视智能科技有限公司
Publication of WO2021042484A1 publication Critical patent/WO2021042484A1/zh

Links

Images

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO 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
    • G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/35—Details of non-pulse systems
    • G01S7/352—Receivers
    • G01S7/354—Extracting wanted echo-signals
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO 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
    • G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/36—Means for anti-jamming, e.g. ECCM, i.e. electronic counter-counter measures

Definitions

  • the invention discloses a method for generating an optimal protection channel for a MIMO radar antenna, and relates to the technical field of traffic radar antennas.
  • each channel is composed of a transceiver antenna, a receiver, a detector and a comparator, and echoes to the two main and auxiliary channels
  • the signal phase is compared in amplitude. If the echo in the auxiliary channel is greater than the main channel, the gate is closed and the main channel signal is blanked.
  • the main lobe of the auxiliary antenna beam should be wide enough to cover all sidelobe areas of the main beam, greater than the gain of all sidelobes of the main beam and less than the sidelobe gain.
  • the present invention is based on the MIMO radar system, does not need to set up auxiliary antennas separately, synthesizes the protection channel, and proposes a method for selecting the optimal protection channel parameter vector based on the mode search method.
  • a method for generating an optimal protection channel for a MIMO radar antenna includes the following steps:
  • Step 1 Transmit the radar signal to the target within the set range through the MIMO antenna, and produce the initial protection channel through the echo signal of the target, that is, weight the output signal of the antenna element;
  • Step 2 Initialization parameters: including the initial protection channel parameter vector
  • Step 3 Set the cost function according to the requirements of the optimal protection channel
  • Step 4 Use the pattern search algorithm to optimize the parameter vector of the initial protection channel multiple times
  • Step 5 After multiple optimizations, take the protection channel parameter vector that minimizes the cost function, and use it as the optimal protection channel generation vector to generate the optimal protection channel.
  • the initialization parameters also include the upper and lower limits of the search range, the iteration step size, and the termination condition required by the pattern search algorithm.
  • the average value of the optimal protection channel gain is greater than the side lobes of the main channel and smaller than the main lobes of the main channel.
  • the maximum value of the optimal protection channel gain is smaller than the main channel main lobe, and the minimum value is larger than the main channel side lobe.
  • the difference between the maximum value and the minimum value of the optimal protection channel gain tends to zero, and the variance of the optimal protection channel gain tends to zero.
  • step three the set cost function is specifically:
  • z 1 is the difference between the mean value of the initial protection channel gain and the sidelobe gain of the main channel
  • z 2 is the difference between the maximum value and the minimum value of the initial protection channel gain
  • z 3 is the difference between the minimum value of the initial protection channel and the sidelobe gain of the main channel
  • z 4 is the variance of the initial protection channel gain
  • a 1 is the weighted value of the difference between the mean value of the initial protection channel gain and the sidelobe gain of the main channel;
  • a 2 is the weighted value of the difference between the maximum value and the minimum value of the initial protection channel gain
  • a 3 is the weighted value of the difference between the minimum value of the initial protection channel and the sidelobe gain of the main channel;
  • a 4 is the weighted value of the variance of the initial protection channel gain.
  • the pattern search method is specifically: taking the initial protection channel parameter vector as the independent variable and the cost function as the dependent variable, and the pattern search method is used to retrieve the minimum value of the cost function in each initial value interval.
  • the protection channel parameter vector, the protection channel parameter vector that minimizes the cost function is set as the protection channel generation vector.
  • the method of the present invention is applied to MIMO radar, no auxiliary antenna is required separately, and the hardware requirements are low.
  • the present invention optimizes the generation parameters of the protection channel based on the measured target echo, and has strong applicability.
  • Figure 2 Schematic diagram of the simulation of the protection channel of the present invention.
  • a method for generating an optimal protection channel for a MIMO radar antenna includes the following steps:
  • Step 1 Transmit the radar signal to the target within the set range through the MIMO antenna, and produce the initial protection channel through the echo signal of the target;
  • Step 2 Initialize the parameters: including the initial protection channel parameter vector H, the upper and lower limits of the search range, iteration step size, and termination conditions required by the pattern search algorithm; assuming that the MIMO antenna is N transmitting and M receiving, the size of the initial protection channel parameter vector is 1. *2NM, the element (1:NM) in the initial protection channel parameter vector is the magnitude of the weighting coefficient, set to A; the element in the initial protection channel parameter vector (NM+1:2NM) is the phase value of the weighting coefficient, set to
  • Step 3 Set the cost function according to the requirements of the optimal protection channel to ensure that the generated optimal protection channel gain is slightly higher than all the side lobes and smaller than the main lobe, and is as smooth as possible;
  • the requirements include: the average value of the optimal protection channel gain is greater than the main channel sidelobe and smaller than the main channel main lobe; the maximum value of the optimal protection channel gain is less than the main channel main lobe, and the minimum value is greater than the main channel sidelobe; The difference between the maximum value and the minimum value of the optimal protection channel gain tends to 0, and the variance of the optimal protection channel gain tends to 0;
  • the set cost function is specifically:
  • z 1 is the difference between the mean value of the initial protection channel gain and the sidelobe gain of the main channel
  • z 2 is the difference between the maximum value and the minimum value of the initial protection channel gain
  • z 3 is the difference between the minimum value of the initial protection channel and the sidelobe gain of the main channel
  • z 4 is the variance of the initial protection channel gain
  • a 1 is the weighted value of the difference between the mean value of the initial protection channel gain and the sidelobe gain of the main channel;
  • a 2 is the weighted value of the difference between the maximum value and the minimum value of the initial protection channel gain
  • a 3 is the weighted value of the difference between the minimum value of the initial protection channel and the sidelobe gain of the main channel;
  • a 4 is the weighted value of the variance of the initial protection channel gain.
  • Step 4 Use the pattern search algorithm to optimize the parameter vector of the initial protection channel multiple times; the pattern search method is specifically:
  • B is the base matrix, which is constant in each iteration
  • C k is the generator matrix, denoted as:
  • M k is a set of n-th order non-singular square matrices composed of integer elements.
  • L k contains at least a zero vector sequence.
  • ⁇ k F(H k )-F(H k +s k )
  • Step 5 After multiple optimizations, take the protection channel parameter vector that minimizes the cost function and use it as the optimal protection channel generation vector to generate the optimal protection channel;
  • w t is the phase compensation vector of the transmitting antenna
  • w r is the phase compensation vector of the receiving antenna
  • R is the target echo signal measured in step 1
  • ⁇ is the azimuth angle of the antenna scanning.
  • the simulation conditions are as follows:
  • the test environment is the MIMO radar board iwr1642 with 2 transmitters and 4 receivers.
  • the radar carrier frequency f c is 80 GHz
  • the speed of light c is 3 ⁇ 10 8 m/s
  • the radar wavelength ⁇ is c/f c
  • the distance between transmitting and receiving antenna elements is d Both are 1.5 ⁇ .
  • the antenna pattern range is [-90°, 90°] and the protection channel formation range is [-30°, 30°].
  • the simulation scheme is: compare the original MIMO antenna pattern with the generated protection channel pattern.

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Radar Systems Or Details Thereof (AREA)
  • Radio Transmission System (AREA)

Abstract

提供了一种MIMO雷达天线最优保护通道的生成方法，包括以下步骤：通过MIMO天线向设定范围内的目标物发射雷达信号，通过目标物的回波信号生产成初始保护通道；初始化参数：包括初始保护通道参数向量；根据最优保护通道的要求，设置代价函数；采用模式搜索算法，对初始保护通道参数向量进行多次优化；多次优化后取使代价函数最小的保护通道参数向量，将其作为最优保护通道生成向量，生成最优保护通道。通过对天线输出信号进行参数加权合成保护通道，从而实现对副瓣的抑制，该方法应用于MIMO雷达，无需单独设置辅助天线，硬件要求低。

Description

一种MIMO雷达天线最优保护通道的生成方法 技术领域
本发明公开了一种MIMO雷达天线最优保护通道的生成方法，涉及交通雷达天线技术领域。
背景技术
生成保护通道的目的是使雷达不受副瓣方向的干扰信号的影响，其工作原理是：每个通道由收发天线、接收机、检波器和比较器组成,对两路主、辅通道回波信号相进行幅度比较,若辅通道中回波大于主通道，则选通门关闭，消隐主通道信号。辅助天线波束主瓣应足够宽以覆盖主波束的所有副瓣区域,大于主波束的所有副瓣的增益且小于副瓣增益。
现有的保护通道生成技术大部分都需要在阵列天线中设置辅助天线，但是实际应用中，对于已有的MIMO雷达无法设立单独的辅助通道。
发明内容
为解决上述问题，本发明基于MIMO雷达体制，无需单独设置辅助天线，合成保护通道，并提出了基于模式搜索法的选取最优保护通道参数向量方法。
为实现上述目的，本发明采用的技术方案如下：一种MIMO雷达天线最优保护通道的生成方法，包括以下步骤：
步骤一：通过MIMO天线向设定范围内的目标物发射雷达信号，通过目标物的回波信号生产成初始保护通道，即对天线阵元的输出信号进行参数加权；
步骤二：初始化参数：包括初始保护通道参数向量；
步骤三：根据最优保护通道的要求，设置代价函数；
步骤四：采用模式搜索算法，对初始保护通道参数向量进行多次优化；
步骤五：多次优化后取使代价函数最小的保护通道参数向量，将其作为最优保护通道生成向量，生成最优保护通道。
进一步的，所述初始化参数还包括模式搜索算法所需要的搜索范围上下限、迭代步长以及终止条件。
进一步的，所述最优保护通道增益均值大于主通道副瓣，小于主通道主瓣。
进一步的，所述最优保护通道增益最大值小于主通道主瓣，最小值大于主通道副瓣。
进一步的，所述最优保护通道增益最大值和最小值的差趋向于0，最优保护通道增益的方差趋向于0。
进一步的，步骤三中，设置的代价函数具体为：
F＝a 1z 1+a 2z 2+a 3z 3+a 4z 4
其中，z 1为初始保护通道增益均值和主通道副瓣增益的差，
z 2为初始保护通道增益最大值与最小值的差，
z 3为初始保护通道最小值和主通道副瓣增益的差，
z 4为初始保护通道增益的方差；
a 1为初始保护通道增益均值和主通道副瓣增益的差的加权值；
a 2为初始保护通道增益最大值与最小值的差的加权值；
a 3为初始保护通道最小值和主通道副瓣增益的差的加权值；
a 4为初始保护通道增益的方差的加权值。
进一步的，步骤四中，模式搜索法具体为：以初始保护通道参数向量为自变量，代价函数为因变量，通过模式搜索法检索出使代价函数在每一个初值区间范围内取得最小值的保护通道参数向量，将使代价函数取最小值的保护通道参数向量设为保护通道生成向量。
有益效果:1、本发明方法应用于MIMO雷达，无需单独设置辅助天线，硬件要求低。
2、本发明基于实测目标回波优化保护通道生成参数，应用性强。
附图说明
图1本发明实现的流程图；
图2本发明保护通道仿真示意图。
具体实施方式
下面结合附图对技术方案的实施作进一步的详细描述。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。
如图1所示，本发明提供的一种实施例：一种MIMO雷达天线最优保护通道的生成方法，包括以下步骤：
步骤一：通过MIMO天线向设定范围内的目标物发射雷达信号，通过目标物的回波信号生产成初始保护通道；
步骤二：初始化参数：包括初始保护通道参数向量H，模式搜索算法所需要的搜索范围上下限、迭代步长以及终止条件；设MIMO天线为N发M收，则初始保护通道参数向量大小为1*2NM，初始保护通道参数向量内元素(1:NM)为加权系数幅值，设为A；初始保护通道参数向量内元素(NM+1:2NM)为加权系数相位值，设为
Figure PCTCN2019115198-appb-000001
步骤三：根据最优保护通道的要求，设置代价函数，以确保生成的最优保护通道增益略高于所有副瓣且小于主瓣，并尽可能平滑；
其中要求包括：所述最优保护通道增益均值大于主通道副瓣，小于主通道主瓣；所述最优保护通道增益最大值小于主通道主瓣，最小值大于主通道副瓣；所述最优保护通道增益最大值和最小值的差趋向于0，最优保护通道增益的方差趋向于0；
设置的代价函数具体为：
F＝a 1z 1+a 2z 2+a 3z 3+a 4z 4
其中，z 1为初始保护通道增益均值和主通道副瓣增益的差，
z 2为初始保护通道增益最大值与最小值的差，
z 3为初始保护通道最小值和主通道副瓣增益的差，
z 4为初始保护通道增益的方差；
a 1为初始保护通道增益均值和主通道副瓣增益的差的加权值；
a 2为初始保护通道增益最大值与最小值的差的加权值；
a 3为初始保护通道最小值和主通道副瓣增益的差的加权值；
a 4为初始保护通道增益的方差的加权值。
步骤四：采用模式搜索算法，对初始保护通道参数向量进行多次优化；模式搜索法具体为：
S1：设置初始保护通道参数向量H 0，步长Δ 0＞0，迭代次数k＝0,ε＞0；根据模式搜索法的搜索方向，选取模式P k的某一列；
P k＝BC k
其中：B为基矩阵，在每一步迭代中是不变的；
C k为生成矩阵，记为：
C k＝[M k -M k L k]＝[Γ k L k]
M k是由整数元构成的n阶非奇异方阵的集合，L k至少包含一零向量列，模式P k搜索方向确定后，进行试探移动，对于步长Δ k＞0，定义试探步
Figure PCTCN2019115198-appb-000002
其中：
Figure PCTCN2019115198-appb-000003
为C k的第i列；
S2：在第k迭代步时，从
Figure PCTCN2019115198-appb-000004
中确定满足以下两个条件的步长S k：
(1)S k∈Δ kP k≡Δ k[BΓ k BL k]
(2)若min{F(H k+y)，y∈Δ kBΓ k}＜F(H k)，则F(H k+s k)＜F(H k)令:
ρ k＝F(H k)-F(H k+s k)
S3：如果ρ k＞0，那么H k+1＝H k+S k，否则H k+1＝H k；
S4：如果Δ k＜ε和‖S k‖＜ε都满足，则算法终止；
S5：更新C k，Δ k，k＝k+1，转S2；
C k的更新规则为：
C k＝[M k -M k L k]＝[Γ k L k]
Δ k的更新规则为：
Figure PCTCN2019115198-appb-000005
Figure PCTCN2019115198-appb-000006
ω 0＜0,ω 1,…,ω L≥0
如果ρ k≤0，那么Δ k+1＝θΔ k，否则Δ k+1＝λΔ k。
由θ，λ的形式可知，0＜θ＜1，λ≥1；其中θ是分数，也是有理数。
步骤五：多次优化后取使代价函数最小的保护通道参数向量，将其作为最优保护通道生成向量，生成最优保护通道；
则保护通道方向图函数为：
Figure PCTCN2019115198-appb-000007
其中，w t为发射天线相位补偿向量，w r为接收天线相位补偿向量，R为步骤1中测得的目标回波信号，θ为天线扫描的方位角。
下面结合仿真实验进一步说明:
仿真条件如下：
测试环境为2发4收的MIMO雷达板卡iwr1642，雷达载频f c为80GHz，光速c为3×10 8m/s，雷达波长λ为c/f c，发射和接收天线阵元间隔d均为1.5λ。
天线方向图范围为[-90°，90°]，保护通道形成范围为[-30°，30°]，仿真方案为:将原始MIMO天线方向图与生成的保护通道方向图对比。
仿真结果如图2所示，可以看出在要求得目标保护通道生成范围内，保护通道增益满足要求，可有效抑制副瓣干扰，因此，仿真实验验证了本发明的正确性、有效性和可靠性。
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。

Claims (8)

  1. 一种MIMO雷达天线最优保护通道的生成方法，其特征在于，包括以下步骤：
    步骤一：通过MIMO天线向设定范围内的目标物发射雷达信号，通过目标物的回波信号生产成初始保护通道；
    步骤二：初始化参数：包括初始保护通道参数向量；
    步骤三：根据最优保护通道的要求，设置代价函数；
    步骤四：采用模式搜索算法，对初始保护通道参数向量进行多次优化；
    步骤五：多次优化后取使代价函数最小的保护通道参数向量，将其作为最优保护通道生成向量，生成最优保护通道。
  2. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，所述初始化参数还包括模式搜索算法所需要的搜索范围上下限、迭代步长以及终止条件。
  3. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，所述最优保护通道增益均值大于主通道副瓣，小于主通道主瓣。
  4. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，所述最优保护通道增益最大值小于主通道主瓣，最小值大于主通道副瓣。
  5. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，所述最优保护通道增益最大值和最小值的差趋向于零。
  6. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，最优保护通道增益的方差趋向于零。
  7. 根据权利要求1中的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，步骤三中，设置的代价函数具体为：
    F＝a 1z 1+a 2z 2+a 3z 3+a 4z 4
    其中，z 1为初始保护通道增益均值和主通道副瓣增益的差，
    z 2为初始保护通道增益最大值与最小值的差，
    z 3为初始保护通道最小值和主通道副瓣增益的差，
    z 4为初始保护通道增益的方差；
    a 1为初始保护通道增益均值和主通道副瓣增益的差的加权值；
    a 2为初始保护通道增益最大值与最小值的差的加权值；
    a 3为初始保护通道最小值和主通道副瓣增益的差的加权值；
    a 4为初始保护通道增益的方差的加权值。
  8. 根据权利要求1所述的一种MIMO雷达天线最优保护通道的生成方法，其特征在于，步骤四中，模式搜索法具体为：以初始保护通道参数向量为自变量，代价函数为因变量，通过模式搜索法检索出使代价函数在每一个初值区间范围内取得最小值的保护通道参数向量，将使代价函数取最小值的保护通道参数向量设为保护通道生成向量。
PCT/CN2019/115198 2019-09-04 2019-11-03 一种mimo雷达天线最优保护通道的生成方法 WO2021042484A1 (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910832128.7A CN110554363A (zh) 2019-09-04 2019-09-04 一种mimo雷达天线最优保护通道的生成方法
CN201910832128.7 2019-09-04

Publications (1)

Publication Number Publication Date
WO2021042484A1 true WO2021042484A1 (zh) 2021-03-11

Family

ID=68739060

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2019/115198 WO2021042484A1 (zh) 2019-09-04 2019-11-03 一种mimo雷达天线最优保护通道的生成方法

Country Status (2)

Country Link
CN (1) CN110554363A (zh)
WO (1) WO2021042484A1 (zh)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113221337B (zh) * 2021-04-23 2022-09-09 电子科技大学 一种基于模式搜索的近场稀疏阵设计方法

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100233973A1 (en) * 2009-03-16 2010-09-16 Churan Gary G Antenna beam forming systems, methods and devices using phase adjusted least squares beam forming
CN104777468A (zh) * 2015-05-12 2015-07-15 上海无线电设备研究所 利用雷达天线和差通道抑制雷达旁瓣截获的方法
EP3339894A1 (en) * 2016-12-22 2018-06-27 Airbus Defence and Space GmbH A multiple input multiple output, mimo, radar system
CN109085555A (zh) * 2018-08-08 2018-12-25 中国航空工业集团公司雷华电子技术研究所 一种基于多通道特征的假目标抑制方法
CN109541557A (zh) * 2018-12-30 2019-03-29 成都汇蓉国科微系统技术有限公司 一种雷达天线保护通道生成方法

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100233973A1 (en) * 2009-03-16 2010-09-16 Churan Gary G Antenna beam forming systems, methods and devices using phase adjusted least squares beam forming
CN104777468A (zh) * 2015-05-12 2015-07-15 上海无线电设备研究所 利用雷达天线和差通道抑制雷达旁瓣截获的方法
EP3339894A1 (en) * 2016-12-22 2018-06-27 Airbus Defence and Space GmbH A multiple input multiple output, mimo, radar system
CN109085555A (zh) * 2018-08-08 2018-12-25 中国航空工业集团公司雷华电子技术研究所 一种基于多通道特征的假目标抑制方法
CN109541557A (zh) * 2018-12-30 2019-03-29 成都汇蓉国科微系统技术有限公司 一种雷达天线保护通道生成方法

Also Published As

Publication number Publication date
CN110554363A (zh) 2019-12-10

Similar Documents

Publication Publication Date Title
CN105785328B (zh) 基于子阵划分的fda距离-角度解耦合波束形成方法
CN104615854B (zh) 一种基于稀疏约束的波束展宽和旁瓣抑制方法
CN103728597B (zh) 基于辅助阵列的网络化雷达抑制压制式主瓣干扰方法
CN111352078B (zh) 杂波下基于admm的低截获频控阵mimo雷达系统的设计方法
US9620856B2 (en) Beam broadening with large spoil factors
CN111682908B (zh) 基于无人机的相控阵系统收发通道一致性标校方法
CN112949100B (zh) 一种机载雷达抗主瓣干扰的方法
CN105655727B (zh) 一种基于凸优化的增益损失恒定波束的形成方法及装置
CN105044684A (zh) 基于射频隐身的mimo跟踪雷达发射波束的形成方法
KR101807499B1 (ko) 상호간섭효과를 보상한 원형 배열 안테나 기반의 도래각 추정 장치 및 추정 방법
Syeda et al. Sparse MIMO array for improved 3D mm-wave imaging radar
CN111352077B (zh) 基于多比例分式规划的低截获频控阵mimo雷达系统的设计方法
CN103037494B (zh) 多波束天线功率控制方法
CN109905158A (zh) 均匀功率宽带信号自适应波束形成最优权值的设计方法
WO2021042484A1 (zh) 一种mimo雷达天线最优保护通道的生成方法
CN103248412B (zh) 一种卫星导航多波束形成的方法
US20080068266A1 (en) Beamforming for spatial sidelobe cancellation and AMR direction finding
CN107064888B (zh) 一种大型共形相控阵天线激活区选择的方法
CN110850383B (zh) 一种基于共形阵的mimo雷达信号处理方法
CN107179528B (zh) 基于调幅调相辅助天线的雷达发射波束置零方法
CN113255119A (zh) 基于非规则阵元重构的网络化雷达低栅副瓣波束优化方法
JP2023501710A (ja) ビームスポイリング
Yin et al. MIMO Array-Radiation-Pattern Optimization for Effective-Field-of-View Enhancement in MMW Short-Range Imaging
Bezousek et al. Combined antenna array for primary and secondary surveillance radars
CN114361815B (zh) 一种和差双通道旁瓣抑制相控阵天线系统的使用方法

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 19944565

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 19944565

Country of ref document: EP

Kind code of ref document: A1

122 Ep: pct application non-entry in european phase

Ref document number: 19944565

Country of ref document: EP

Kind code of ref document: A1