CN114895259A - Radar-based angle detection method and device, vehicle and storage medium - Google Patents
Radar-based angle detection method and device, vehicle and storage medium Download PDFInfo
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- 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
- G01S7/28—Details of pulse systems
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- G01S7/2923—Extracting wanted echo-signals based on data belonging to a number of consecutive radar periods
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- 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
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S13/50—Systems of measurement based on relative movement of target
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- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/93—Radar or analogous systems specially adapted for specific applications for anti-collision purposes
- G01S13/931—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
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- 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
- G01S3/00—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic or electromagnetic waves, or particle emission, not having a directional significance, are being received
- G01S3/02—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic or electromagnetic waves, or particle emission, not having a directional significance, are being received using radio waves
- G01S3/14—Systems for determining direction or deviation from predetermined direction
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- 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
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- G—PHYSICS
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- 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
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Abstract
Description
技术领域technical field
本申请涉及雷达探测技术领域,尤其涉及一种基于雷达的角度检测方法、装置、车辆及存储介质。The present application relates to the technical field of radar detection, and in particular, to a radar-based angle detection method, device, vehicle and storage medium.
背景技术Background technique
随着智能驾驶技术在车辆中的普及与发展,对外部环境的信息采集提出了更高的要求。车辆上的毫米波雷达为利用电磁波探测周围环境的传感器,其因具备优异的测距、测速、测角能力以及具有良好的环境适应性等优点,成为了智能驾驶技术感知外部环境的重要组成部分。With the popularization and development of intelligent driving technology in vehicles, higher requirements are put forward for information collection of the external environment. Millimeter-wave radar on vehicles is a sensor that uses electromagnetic waves to detect the surrounding environment. It has become an important part of intelligent driving technology to perceive the external environment due to its excellent ranging, speed, angle measurement capabilities and good environmental adaptability. .
由于实际探测场景的多样性和复杂性,使得毫米波雷达实际环境中存在一定概率的双目标同距同速的双目标或者是距离一致,但是速度差为雷达最大不模糊速度的整数倍的双目标。针对此类场景,现有的技术存在测得的物体角度错误的概率,但无法检测在物体的测角结果是否正确,导致车辆最终探测到的场景中出现虚假目标。Due to the diversity and complexity of the actual detection scene, there is a certain probability in the actual environment of the millimeter-wave radar that the two targets have the same distance and the same speed, or the distance is the same, but the speed difference is an integer multiple of the maximum unambiguous speed of the radar. Target. For such scenes, the existing technology has the probability of measuring the wrong angle of the object, but cannot detect whether the angle measurement result of the object is correct, resulting in false targets appearing in the scene finally detected by the vehicle.
发明内容SUMMARY OF THE INVENTION
本申请提供一种基于雷达的角度检测方法、装置、车辆及存储介质,能够检测物体的测角结果是否正确,从而排除虚假目标。The present application provides a radar-based angle detection method, device, vehicle and storage medium, which can detect whether the angle measurement result of an object is correct, thereby eliminating false targets.
为达到上述目的,本申请采用如下技术方案:To achieve the above object, the application adopts the following technical solutions:
本申请实施例第一方面,提供一种基于雷达的角度检测方法,该方法包括:In a first aspect of the embodiments of the present application, a radar-based angle detection method is provided, and the method includes:
通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;Obtain the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal by using the radar;
根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值,第一模糊系数是根据第一探测信号和第一模糊速度确定的;The first relationship is determined according to the first detection signal, the first fuzzy speed and the first preset flip value, and the first relationship is the waveform relationship between the amplitude of the first angle of the target object and the magnitude of the first angle. The first preset The inversion value is not the inversion value corresponding to the first fuzzy coefficient, and the first fuzzy coefficient is determined according to the first detection signal and the first fuzzy speed;
根据第二探测信号、第二模糊速度以及第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系,第二模糊系数是根据第二探测信号和第二模糊速度确定的;A second relationship is determined according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur coefficient, and the second relationship is the difference between the magnitude of the second angle of the target object and the magnitude of the second angle waveform relationship, the second ambiguity coefficient is determined according to the second detection signal and the second ambiguity speed;
将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;In the second relationship, the angle corresponding to the maximum amplitude peak value is determined as the angle measurement result of the target object under the second detection signal;
根据第一关系和第二关系检测测角结果是否正确。Whether the angle measurement result is correct is detected according to the first relationship and the second relationship.
在一个实施例中,根据第一关系和第二关系检测测角结果是否正确,包括:In one embodiment, detecting whether the angle measurement result is correct according to the first relationship and the second relationship includes:
获取第一关系的两个第一幅度峰值,以及各第一幅度峰值对应的第一角度值,两个第一幅度峰值为第一关系的多个幅度峰值按照从大到小排序后的前两个幅度峰值;Obtain two first amplitude peaks of the first relationship and the first angle value corresponding to each first amplitude peak, and the two first amplitude peaks are the first two after the multiple amplitude peaks of the first relationship are sorted in descending order. amplitude peak;
获取第二关系的三个第二幅度峰值,以及各第二幅度峰值对应的第二角度值,三个第二幅度峰值为第二关系中的多个幅度峰值按照从大到小排序后的前三个幅度峰值;Obtain three second amplitude peaks of the second relationship and the second angle values corresponding to each second amplitude peak, and the three second amplitude peaks are the first and second amplitude peaks in the second relationship sorted in descending order. three amplitude peaks;
根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确。Whether the angle measurement result is correct is detected according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values and the three second angle values.
在一个实施例中,根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确,包括:In one embodiment, detecting whether the angle measurement result is correct according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values, and the three second angle values includes:
若三个第二幅度峰值中存在两个目标幅度峰值,两个目标幅度峰值分别对应的第二角度值与两个第一角度值对应相同;If there are two target amplitude peaks in the three second amplitude peaks, the second angle values corresponding to the two target amplitude peaks respectively are the same as the two first angle values;
且,每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,剩余幅度峰值为三个第二幅度峰值中除两个目标幅度峰值外的值;Moreover, the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and the remaining amplitude peaks are the values of the three second amplitude peaks except for the two target amplitude peaks. ;
且,两个目标幅度峰值中的一个为测角结果对应的幅度峰值,则确定测角结果错误。Moreover, if one of the two target amplitude peaks is the amplitude peak corresponding to the angle measurement result, it is determined that the angle measurement result is wrong.
在一个实施例中,根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确,还包括:In one embodiment, detecting whether the angle measurement result is correct according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values, and the three second angle values, further comprising:
若三个第二幅度峰值中不存在两个目标幅度峰值,则确定测角结果正确,则确定测角结果正确;If there are no two target amplitude peaks in the three second amplitude peaks, it is determined that the angle measurement result is correct, and the angle measurement result is determined to be correct;
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且存在目标幅度峰值与对应的第一幅度峰值的差值大于第一幅度峰值与剩余幅度峰值的差值,则确定测角结果正确;Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between the target amplitude peak and the corresponding first amplitude peak is greater than the difference between the first amplitude peak and the remaining amplitude peaks, the angle measurement result is determined. correct;
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,且任一目标幅度峰值不为测角结果对应的幅度峰值,则确定测角结果正确。Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and any target amplitude peak is If the amplitude peak value is not the amplitude peak value corresponding to the angle measurement result, it is determined that the angle measurement result is correct.
在一个实施例中,通过雷达获取目标物体在第一探测信号下的第一模糊速度之后,方法还包括:In one embodiment, after acquiring the first fuzzy speed of the target object under the first detection signal by the radar, the method further includes:
根据第一探测信号、第一模糊速度以及与第一模糊系数对应的翻转值,确定第三关系,第三关系为目标物体的第三角度的幅度与第三角度的大小之间的波形关系;Determine a third relationship according to the first detection signal, the first blur velocity, and the flip value corresponding to the first blur coefficient, where the third relationship is a waveform relationship between the magnitude of the third angle of the target object and the magnitude of the third angle;
根据第三关系确定目标物体中的第一物体的角度值。The angle value of the first object among the target objects is determined according to the third relationship.
在一个实施例中,确定测角结果错误之后,方法还包括:In one embodiment, after determining that the angle measurement result is wrong, the method further includes:
根据第二关系中的各个幅度值确定第二关系中幅度的中位值;determining the median value of the amplitudes in the second relationship according to the respective amplitude values in the second relationship;
若剩余能量值与中位值的差值大于预设阈值,则将剩余幅度峰值对应的第二角度值确定为两个目标物体中第二物体的角度值。If the difference between the remaining energy value and the median value is greater than the preset threshold, the second angle value corresponding to the remaining amplitude peak value is determined as the angle value of the second object among the two target objects.
在一个实施例中,根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,包括:In one embodiment, determining the first relationship according to the first detection signal, the first blurring speed and the first preset inversion value includes:
获取第一探测信号的最大不模糊速度;obtaining the maximum unambiguous speed of the first detection signal;
获取与第一探测信号对应的相位补偿向量,相位补偿向量的数值用于指示相位补偿后雷达天线的间距比例;Obtain a phase compensation vector corresponding to the first detection signal, and the value of the phase compensation vector is used to indicate the spacing ratio of the radar antenna after phase compensation;
根据第一模糊系数确定第一预设翻转值;determining a first preset flip value according to the first blur coefficient;
根据第一预设翻转值和与第一探测信号对应的相位补偿向量得到第一关系。The first relationship is obtained according to the first preset inversion value and the phase compensation vector corresponding to the first detection signal.
在一个实施例中,根据第一预设翻转值和与第一探测信号对应的相位补偿向量得到第一关系,包括:In one embodiment, the first relationship is obtained according to the first preset inversion value and the phase compensation vector corresponding to the first detection signal, including:
根据第一预设翻转值和相位补偿向量,得到翻转补偿向量;According to the first preset inversion value and the phase compensation vector, the inversion compensation vector is obtained;
对翻转补偿向量进行角度维的傅里叶变换处理,得到第一关系。Perform the Fourier transform of the angle dimension on the flip compensation vector to obtain the first relationship.
在一个实施例中,获取与第一探测信号对应的相位补偿向量,包括:In one embodiment, acquiring a phase compensation vector corresponding to the first detection signal includes:
计算第一模糊系数和第二模糊系数之间的系数差值,若系数差值为奇数,则根据第一模糊系数获取对应的第一相位补偿值;Calculate the coefficient difference between the first ambiguity coefficient and the second ambiguity coefficient, and if the coefficient difference is an odd number, obtain the corresponding first phase compensation value according to the first ambiguity coefficient;
获取第一探测信号对应的第一初始向量,第一初始向量用于指示各天线的间距比例;obtaining a first initial vector corresponding to the first detection signal, where the first initial vector is used to indicate the spacing ratio of each antenna;
根据第一相位补偿值和第一初始向量,得到第一探测信号对应的相位补偿向量。According to the first phase compensation value and the first initial vector, a phase compensation vector corresponding to the first detection signal is obtained.
在一个实施例中,通过雷达获取目标物体在第一探测信号下的第一模糊速度之前,方法还包括:In one embodiment, before acquiring the first fuzzy speed of the target object under the first detection signal by the radar, the method further includes:
对第一探测信号进行解析,得到各物体对应的能量值;Analyzing the first detection signal to obtain the energy value corresponding to each object;
将各物体中能量值大于预设阈值的物体确定为参考物体,并从参考物体中确定目标物体。An object with an energy value greater than a preset threshold in each object is determined as a reference object, and a target object is determined from the reference object.
本申请实施例第二方面,提供一种基于雷达的角度检测装置,该装置包括:In a second aspect of the embodiments of the present application, a radar-based angle detection device is provided, and the device includes:
获取模块,用于通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;an acquisition module, configured to acquire the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal through the radar;
第一确定模块,用于根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值,第一模糊系数是根据第一探测信号和第一模糊速度确定的;The first determination module is configured to determine a first relationship according to the first detection signal, the first fuzzy speed and the first preset flip value, where the first relationship is the difference between the magnitude of the first angle of the target object and the size of the first angle. The waveform relationship, the first preset inversion value is not the inversion value corresponding to the first fuzzy coefficient, and the first fuzzy coefficient is determined according to the first detection signal and the first fuzzy speed;
第二确定模块,用于根据第二探测信号、第二模糊速度以及第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系,第二模糊系数是根据第二探测信号和第二模糊速度确定;The second determination module is configured to determine a second relationship according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur coefficient, where the second relationship is the magnitude of the second angle of the target object and the first The waveform relationship between the magnitudes of the two angles, the second ambiguity coefficient is determined according to the second detection signal and the second ambiguity speed;
第三确定模块,用于将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;a third determination module, configured to determine the angle corresponding to the maximum amplitude peak value in the second relationship as the angle measurement result of the target object under the second detection signal;
检测模块,用于根据第一关系和第二关系检测测角结果是否正确。The detection module is used for detecting whether the angle measurement result is correct according to the first relationship and the second relationship.
本申请实施例第三方面,提供一种车辆,包括存储器和处理器,该存储器存储有计算机程序,计算机程序被处理器执行时实现本申请实施例第一方面的基于雷达的角度检测方法。In a third aspect of the embodiments of the present application, a vehicle is provided, including a memory and a processor, the memory stores a computer program, and when the computer program is executed by the processor, the radar-based angle detection method of the first aspect of the embodiments of the present application is implemented.
本申请实施例第四方面,提供一种计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现本申请实施例第一方面的基于雷达的角度检测方法。A fourth aspect of the embodiments of the present application provides a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements the radar-based angle detection method of the first aspect of the embodiments of the present application.
本申请实施例提供的技术方案带来的有益效果至少包括:The beneficial effects brought by the technical solutions provided in the embodiments of the present application include at least:
本申请实施例提供的基于雷达的角度检测方法,通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值;根据第二探测信号、第二模糊速度以及与第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系;将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;根据第一关系和第二关系检测测角结果是否正确。本申请实施例提供的基于雷达的角度检测方法,通过利用第一探测信号在错误补偿下得到的角度幅值关系,以及第二探测信号在正确补偿下的角度幅值关系,可以检测测角结果是否正确,进而可以排除虚假目标。In the radar-based angle detection method provided by the embodiment of the present application, the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal are obtained through the radar; A blur speed and a first preset flip value determine a first relationship, the first relationship is a waveform relationship between the magnitude of the first angle of the target object and the magnitude of the first angle, and the first preset flip value is not the first blur The flip value corresponding to the coefficient; the second relationship is determined according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur coefficient, and the second relationship is the magnitude of the second angle of the target object and the first The waveform relationship between the magnitudes of the two angles; in the second relationship, the angle corresponding to the maximum amplitude peak value is determined as the angle measurement result of the target object under the second detection signal; according to the first relationship and the second relationship, it is detected whether the angle measurement result is correct. The radar-based angle detection method provided by the embodiment of the present application can detect the angle measurement result by using the angle amplitude relationship obtained by the first detection signal under error compensation and the angle amplitude relationship obtained by the second detection signal under correct compensation is correct, so that false targets can be ruled out.
附图说明Description of drawings
图1为本申请实施例提供的一种车载终端的内部结构示意图;FIG. 1 is a schematic diagram of the internal structure of a vehicle-mounted terminal according to an embodiment of the present application;
图2为本申请实施例提供的一种基于雷达的角度检测方法的流程图;FIG. 2 is a flowchart of a radar-based angle detection method provided by an embodiment of the present application;
图3为本申请实施例提供的一种正确模糊系数下的测角结果的示意图;3 is a schematic diagram of an angle measurement result under a correct ambiguity coefficient provided by an embodiment of the present application;
图4为本申请实施例提供的一种错误模糊系数下的测角结果的示意图;4 is a schematic diagram of an angle measurement result under a wrong ambiguity coefficient according to an embodiment of the present application;
图5为本申请实施例提供的一种基于雷达的角度检测装置的结构图。FIG. 5 is a structural diagram of a radar-based angle detection apparatus provided by an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application.
以下,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括一个或者更多个该特征。在本公开实施例的描述中,除非另有说明,“多个”的含义是两个或两个以上。Hereinafter, the terms "first" and "second" are only used for descriptive purposes, and should not be construed as indicating or implying relative importance or implicitly indicating the number of indicated technical features. Thus, a feature defined as "first" or "second" may expressly or implicitly include one or more of that feature. In the description of the embodiments of the present disclosure, unless otherwise specified, "plurality" means two or more.
另外,“基于”或“根据”的使用意味着开放和包容性,因为“基于”或“根据”一个或多个条件或值的过程、步骤、计算或其他动作在实践中可以基于额外条件或超出的值。Additionally, the use of "based on" or "according to" is meant to be open and inclusive, as a process, step, calculation or other action "based on" or "depending on" one or more conditions or values may in practice be based on additional conditions or Exceeded value.
随着智能驾驶技术在车辆中的普及与发展,对外部环境的信息采集提出了更高的要求。车辆上的毫米波雷达为利用电磁波探测周围环境的传感器,其因具备优异的测距、测速、测角能力以及具有良好的环境适应性等优点,成为了智能驾驶技术感知外部环境的重要组成部分。With the popularization and development of intelligent driving technology in vehicles, higher requirements are put forward for information collection of the external environment. Millimeter-wave radar on vehicles is a sensor that uses electromagnetic waves to detect the surrounding environment. It has become an important part of intelligent driving technology to perceive the external environment due to its excellent ranging, speed, angle measurement capabilities and good environmental adaptability. .
由于实际探测场景的多样性和复杂性,使得毫米波雷达实际环境中存在一定概率的双目标同距同速的双目标或者是距离一致,但是速度差为雷达最大不模糊速度的整数倍的双目标。针对此类场景,现有的技术存在测得的物体角度错误的概率,但无法检测在物体的测角结果是否正确,导致车辆最终探测到的场景中出现虚假目标。Due to the diversity and complexity of the actual detection scene, there is a certain probability in the actual environment of the millimeter-wave radar that the two targets have the same distance and the same speed, or the distance is the same, but the speed difference is an integer multiple of the maximum unambiguous speed of the radar. Target. For such scenes, the existing technology has the probability of measuring the wrong angle of the object, but cannot detect whether the angle measurement result of the object is correct, resulting in false targets appearing in the scene finally detected by the vehicle.
为了解决上述问题,本申请实施例提供了一种基于雷达的角度检测方法,通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值;根据第二探测信号、第二模糊速度以及与第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系;将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;根据第一关系和第二关系检测测角结果是否正确。本申请实施例提供的基于雷达的角度检测方法,通过利用第一探测信号在错误补偿下得到的角度幅值关系,以及第二探测信号在正确补偿下的角度幅值关系,可以检测测角结果是否正确,进而可以排除虚假目标。In order to solve the above problem, an embodiment of the present application provides a radar-based angle detection method, in which a first fuzzy speed of a target object under a first detection signal and a second fuzzy speed under a second detection signal are obtained by radar; The first relationship is determined according to the first detection signal, the first fuzzy speed and the first preset flip value, and the first relationship is the waveform relationship between the amplitude of the first angle of the target object and the magnitude of the first angle. The first preset The flip value is not the flip value corresponding to the first fuzzy coefficient; the second relationship is determined according to the second detection signal, the second fuzzy speed, and the second preset flip value corresponding to the second fuzzy coefficient, and the second relationship is the target object’s The waveform relationship between the amplitude of the second angle and the magnitude of the second angle; in the second relationship, the angle corresponding to the maximum amplitude peak is determined as the angle measurement result of the target object under the second detection signal; according to the first relationship and the first The second relationship detects whether the angle measurement result is correct. The radar-based angle detection method provided by the embodiment of the present application can detect the angle measurement result by using the angle amplitude relationship obtained by the first detection signal under error compensation and the angle amplitude relationship obtained by the second detection signal under correct compensation is correct, so that false targets can be ruled out.
本申请实施例提供的基于雷达的角度检测方法的执行主体可以为车辆,具体的该执行主体可以为车辆中车载终端或者车辆中的处理器,或者是车辆中的中的处理芯片,本申请实施例对此不作具体限定。The execution subject of the radar-based angle detection method provided by the embodiment of the present application may be a vehicle, and specifically the execution subject may be an on-board terminal in the vehicle, a processor in the vehicle, or a processing chip in the vehicle, which is implemented in this application. This example is not specifically limited.
图1为本申请实施例提供的一种车载终端的内部结构示意图。如图1所示,该车载终端包括通过系统总线连接的处理器和存储器。其中,该处理器用于提供计算和控制能力。存储器可包括非易失性存储介质及内存储器。非易失性存储介质存储有操作系统和计算机程序。该计算机程序可被处理器所执行,以用于实现以上各个实施例提供的一种基于雷达的角度检测方法的步骤。内存储器为非易失性存储介质中的操作系统和计算机程序提供高速缓存的运行环境。FIG. 1 is a schematic diagram of an internal structure of a vehicle-mounted terminal according to an embodiment of the present application. As shown in FIG. 1 , the vehicle terminal includes a processor and a memory connected through a system bus. Among them, the processor is used to provide computing and control capabilities. The memory may include non-volatile storage media and internal memory. The nonvolatile storage medium stores an operating system and a computer program. The computer program can be executed by the processor to implement the steps of the radar-based angle detection method provided by the above embodiments. The internal memory provides a cached execution environment for the operating system and computer programs in the non-volatile storage medium.
本领域技术人员可以理解,图1中示出的结构,仅仅是与本申请方案相关的部分结构的框图,并不构成对本申请方案所应用于其上的计算机设备的限定,具体的计算机设备可以包括比图中所示更多或更少的部件,或者组合某些部件,或者具有不同的部件布置。Those skilled in the art can understand that the structure shown in FIG. 1 is only a block diagram of a partial structure related to the solution of the present application, and does not constitute a limitation on the computer equipment to which the solution of the present application is applied. Include more or fewer components than shown in the figures, or combine certain components, or have a different arrangement of components.
基于上述执行主体,本申请实施例提供一种基于雷达的角度检测方法。如图2所示,该方法包括以下步骤:Based on the foregoing executive body, an embodiment of the present application provides a radar-based angle detection method. As shown in Figure 2, the method includes the following steps:
步骤201、通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度。Step 201: Acquire a first fuzzy speed of a target object under a first detection signal and a second fuzzy speed under a second detection signal through a radar.
其中,第一探测信号中包括探测到的各物体的距离信息、速度信息和能量信息,通过对第一探测信号进行解析,可以得到目标物体的模糊速度,得到第一模糊速度。同样的,对第二探测信号进行解析可以得到目标物体的第二模糊速度。其中第一探测信号和第二探测信号的最大不模糊速度不同。The first detection signal includes distance information, speed information and energy information of each detected object. By analyzing the first detection signal, the fuzzy speed of the target object can be obtained, and the first fuzzy speed can be obtained. Similarly, analyzing the second detection signal can obtain the second fuzzy speed of the target object. The maximum unambiguous speed of the first detection signal and the second detection signal are different.
步骤202、根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系。Step 202: Determine a first relationship according to the first detection signal, the first blurring speed and the first preset inversion value.
其中,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值,第一模糊系数是根据第一探测信号和第一模糊速度确定的。The first relationship is the waveform relationship between the magnitude of the first angle of the target object and the magnitude of the first angle, the first preset flip value is not the flip value corresponding to the first blur coefficient, and the first blur coefficient is based on the first blur coefficient. A detection signal and a first blur velocity are determined.
具体的,第一角度的幅度可以为第一角度对应的能量值。Specifically, the magnitude of the first angle may be an energy value corresponding to the first angle.
可选的,第一预设翻转值的确定过程可以为:根据第一探测信号的最大不模糊速度和第一模糊速度得到第一模糊系数,根据第一模糊系数的奇偶性确定对应的翻转值,并将与第一模糊系数对应的翻转值的相反值确定为第一预设翻转值。Optionally, the process of determining the first preset inversion value may be: obtaining a first ambiguity coefficient according to a maximum unambiguity speed and a first ambiguity speed of the first detection signal, and determining a corresponding inversion value according to the parity of the first ambiguity coefficient. , and the opposite value of the inversion value corresponding to the first blur coefficient is determined as the first preset inversion value.
示例的,若模糊系数为奇数,对应的翻转值为A,若模糊系数为偶数,对应的翻转值为B。那么,当第一模糊系数为奇数时,则第一预设翻转值为B,若第一模糊系数为偶数,则第一预设翻转值为A。For example, if the blur coefficient is an odd number, the corresponding flip value is A, and if the blur coefficient is an even number, the corresponding flip value is B. Then, when the first blur coefficient is an odd number, the first preset flip value is B, and if the first blur coefficient is an even number, the first preset flip value is A.
步骤203、根据第二探测信号、第二模糊速度以及与第二模糊系数对应的第二预设翻转值,确定第二关系。Step 203: Determine the second relationship according to the second detection signal, the second blurring speed, and the second preset flip value corresponding to the second blurring coefficient.
其中,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系。The second relationship is a waveform relationship between the magnitude of the second angle of the target object and the magnitude of the second angle.
可选的,第二模糊系数对应的第二预设翻转值的确定过程可以为:根据第二探测信号的最大不模糊速度和第二模糊速度得到第二模糊系数,根据第二模糊系数的奇偶性确定对应的翻转值,得到第二预设翻转值。Optionally, the process of determining the second preset inversion value corresponding to the second ambiguity coefficient may be: obtaining the second ambiguity coefficient according to the maximum unambiguity speed and the second ambiguity speed of the second detection signal, and obtaining the second ambiguity coefficient according to the parity of the second ambiguity coefficient. The corresponding flip value is determined according to the characteristics, and a second preset flip value is obtained.
示例的,若模糊系数为奇数,对应的翻转值为A,若模糊系数为偶数,对应的翻转值为B。那么,当第二模糊系数为奇数时,则第二预设翻转值为A,若第二模糊系数为偶数,则第二预设翻转值为B。For example, if the blur coefficient is an odd number, the corresponding flip value is A, and if the blur coefficient is an even number, the corresponding flip value is B. Then, when the second blur coefficient is an odd number, the second preset flip value is A, and if the second blur coefficient is an even number, the second preset flip value is B.
步骤204、将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果。Step 204: Determine the angle corresponding to the maximum amplitude peak value in the second relationship as the angle measurement result of the target object under the second detection signal.
步骤205、根据第一关系和第二关系检测测角结果是否正确。Step 205: Detect whether the angle measurement result is correct according to the first relationship and the second relationship.
本申请实施例提供的基于雷达的角度检测方法,通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值;根据第二探测信号、第二模糊速度以及与第二模糊速度对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系;将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;根据第一关系和第二关系检测测角结果是否正确。本申请实施例提供的基于雷达的角度检测方法,通过利用第一探测信号在错误补偿下得到的角度幅值关系,以及第二探测信号在正确补偿下的角度幅值关系,可以检测测角结果是否正确,进而可以排除虚假目标。In the radar-based angle detection method provided by the embodiment of the present application, the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal are obtained through the radar; A blur speed and a first preset flip value determine a first relationship, the first relationship is a waveform relationship between the magnitude of the first angle of the target object and the magnitude of the first angle, and the first preset flip value is not the first blur The flip value corresponding to the coefficient; the second relationship is determined according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur speed, and the second relationship is the magnitude of the second angle of the target object and the first The waveform relationship between the magnitudes of the two angles; in the second relationship, the angle corresponding to the maximum amplitude peak value is determined as the angle measurement result of the target object under the second detection signal; according to the first relationship and the second relationship, it is detected whether the angle measurement result is correct. The radar-based angle detection method provided by the embodiment of the present application can detect the angle measurement result by using the angle amplitude relationship obtained by the first detection signal under error compensation and the angle amplitude relationship obtained by the second detection signal under correct compensation is correct, so that false targets can be ruled out.
在一个实施例中,根据第一关系和第二关系检测测角结果是否正确,包括:In one embodiment, detecting whether the angle measurement result is correct according to the first relationship and the second relationship includes:
获取第一关系的两个第一幅度峰值,以及各第一幅度峰值对应的第一角度值,两个第一幅度峰值为第一关系的多个幅度峰值按照从大到小排序后的前两个幅度峰值;Obtain two first amplitude peaks of the first relationship and the first angle value corresponding to each first amplitude peak, and the two first amplitude peaks are the first two after the multiple amplitude peaks of the first relationship are sorted in descending order. amplitude peak;
获取第二关系的三个第二幅度峰值,以及各第二幅度峰值对应的第二角度值,三个第二幅度峰值为第二关系中的多个幅度峰值按照从大到小排序后的前三个幅度峰值;Obtain three second amplitude peaks of the second relationship and the second angle values corresponding to each second amplitude peak, and the three second amplitude peaks are the first and second amplitude peaks in the second relationship sorted in descending order. Three amplitude peaks;
根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确。Whether the angle measurement result is correct is detected according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values and the three second angle values.
示例的,第一关系中包括两个最大的峰值为A1和A2,以及两个峰值对应的角度为a1和a2,第二关系中包括三个最大的峰值为B1、B2和B3,以及这三个峰值对应的角度为b1、b2和b3,可以根据A1、A2、a1、a2、B1、B2、B3、b1、b2和b3来检测测角结果是否正确。Exemplarily, the first relationship includes the two largest peaks A1 and A2, and the angles corresponding to the two peaks are a1 and a2, the second relationship includes the three largest peaks B1, B2, and B3, and these three The angles corresponding to each peak are b1, b2, and b3. You can check whether the angle measurement result is correct according to A1, A2, a1, a2, B1, B2, B3, b1, b2, and b3.
具体的,根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确,包括:Specifically, detecting whether the angle measurement result is correct according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values and the three second angle values includes:
若三个第二幅度峰值中存在两个目标幅度峰值,两个目标幅度峰值分别对应的第二角度值与两个第一角度值对应相同;If there are two target amplitude peaks in the three second amplitude peaks, the second angle values corresponding to the two target amplitude peaks respectively are the same as the two first angle values;
且,每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,剩余幅度峰值为三个第二幅度峰值中除两个目标幅度峰值外的值;Moreover, the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and the remaining amplitude peaks are the values of the three second amplitude peaks except for the two target amplitude peaks. ;
且,两个目标幅度峰值中的一个为测角结果对应的幅度峰值,则确定测角结果错误。Moreover, if one of the two target amplitude peaks is the amplitude peak corresponding to the angle measurement result, it is determined that the angle measurement result is wrong.
也就是说,若b1、b2和b3中有两个与a1、a2相同,假设是b1、b2与分别与a1、a2相同,且a1与b1的差和a2与b2的差均小于a1与b3的差以及a2与b3的差,且b1与b2中的一个为第二关系中的最大峰值,这样就可以判断测角结果为错误的,也可以判断出b1、b2为虚假目标,可以进行排除。That is to say, if two of b1, b2 and b3 are the same as a1 and a2, it is assumed that b1 and b2 are the same as a1 and a2 respectively, and the difference between a1 and b1 and the difference between a2 and b2 are both smaller than a1 and b3. and the difference between a2 and b3, and one of b1 and b2 is the largest peak value in the second relationship, so it can be judged that the angle measurement result is wrong, and it can also be judged that b1 and b2 are false targets, which can be excluded. .
相反的,若三个第二幅度峰值中不存在两个目标幅度峰值,则确定测角结果正确,则确定测角结果正确;On the contrary, if there are no two target amplitude peaks in the three second amplitude peaks, it is determined that the angle measurement result is correct, and the angle measurement result is determined to be correct;
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且存在目标幅度峰值与对应的第一幅度峰值的差值大于第一幅度峰值与剩余幅度峰值的差值,则确定测角结果正确;Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between the target amplitude peak and the corresponding first amplitude peak is greater than the difference between the first amplitude peak and the remaining amplitude peaks, the angle measurement result is determined. correct;
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,且任一目标幅度峰值不为测角结果对应的幅度峰值,则确定测角结果正确。Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and any target amplitude peak is If the amplitude peak value is not the amplitude peak value corresponding to the angle measurement result, it is determined that the angle measurement result is correct.
也就是说,若b1、b2和b3中不存在两个与a1、a2相同,则确定测角结果正确。That is to say, if no two of b1, b2 and b3 are the same as a1 and a2, it is determined that the angle measurement result is correct.
或者,若b1、b2和b3中有两个与a1、a2相同,假设是b1、b2与分别与a1、a2相同,但是a1与b1的差和a2与b2的差都不小于,或者只有一个小于a1与b3的差以及a2与b3的差,则确定测角结果正确。Or, if two of b1, b2 and b3 are the same as a1 and a2, it is assumed that b1 and b2 are the same as a1 and a2 respectively, but the difference between a1 and b1 and the difference between a2 and b2 are not less than, or there is only one If it is less than the difference between a1 and b3 and the difference between a2 and b3, it is determined that the angle measurement result is correct.
或者,若b1、b2和b3中有两个与a1、a2相同,假设是b1、b2与分别与a1、a2相同,且a1与b1的差和a2与b2的差均小于a1与b3的差以及a2与b3的差,但是b1与b2都不是第二关系中的最大峰值,则也可以确定测交结果正确。Or, if two of b1, b2 and b3 are the same as a1 and a2, it is assumed that b1 and b2 are the same as a1 and a2 respectively, and the difference between a1 and b1 and the difference between a2 and b2 are both smaller than the difference between a1 and b3. and the difference between a2 and b3, but neither b1 nor b2 is the largest peak value in the second relationship, it can also be determined that the test cross result is correct.
在一个实施例中,通过雷达获取目标物体在第一探测信号下的第一模糊速度之后,方法还包括:In one embodiment, after acquiring the first fuzzy speed of the target object under the first detection signal by the radar, the method further includes:
根据第一探测信号、第一模糊速度以及与第一模糊速度对应的翻转值,确定第三关系,第三关系为目标物体的第三角度的幅度与第三角度的大小之间的波形关系;根据第三关系确定目标物体中的第一物体的角度值。Determine a third relationship according to the first detection signal, the first fuzzy speed and the flip value corresponding to the first fuzzy speed, and the third relationship is a waveform relationship between the amplitude of the third angle of the target object and the magnitude of the third angle; The angle value of the first object among the target objects is determined according to the third relationship.
在一个实施例中,确定测角结果错误之后,方法还包括:In one embodiment, after determining that the angle measurement result is wrong, the method further includes:
根据第二关系中的各个幅度值确定第二关系中幅度的中位值;determining the median value of the amplitudes in the second relationship according to the respective amplitude values in the second relationship;
若剩余能量值与中位值的差值大于预设阈值,则将剩余幅度峰值对应的第二角度值确定为两个目标物体中第二物体的角度值。If the difference between the remaining energy value and the median value is greater than the preset threshold, the second angle value corresponding to the remaining amplitude peak value is determined as the angle value of the second object among the two target objects.
需要说明的是,在排除掉第二关系中的两个虚假峰之后,通过确定剩余幅度幅度峰值与第二关系中幅值的中位值进行比较,若剩余幅度峰值中位值的差值大于预设阈值,则将剩余幅度峰值对应的角度值确定为目标物体中第二物体的角度值。It should be noted that, after eliminating the two false peaks in the second relationship, the residual amplitude peak value is determined to be compared with the median value of the amplitude in the second relationship, if the difference between the residual amplitude peak and median value is greater than If the preset threshold is set, the angle value corresponding to the remaining amplitude peak value is determined as the angle value of the second object in the target object.
在一个实施例中,根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,包括:In one embodiment, determining the first relationship according to the first detection signal, the first blurring speed and the first preset inversion value includes:
获取第一探测信号的最大不模糊速度;获取与第一探测信号对应的相位补偿向量,相位补偿向量的数值用于指示相位补偿后雷达天线的间距比例;根据最大不模糊速度和第一模糊速度得到第一模糊系数;根据第一模糊系数确定第一预设翻转值;根据第一预设翻转值和与第一探测信号对应的相位补偿向量得到第一关系。Obtain the maximum unambiguous speed of the first detection signal; obtain a phase compensation vector corresponding to the first detection signal, and the value of the phase compensation vector is used to indicate the spacing ratio of the radar antenna after phase compensation; obtaining a first ambiguity coefficient; determining a first preset inversion value according to the first ambiguity coefficient; and obtaining a first relationship according to the first preset inversion value and a phase compensation vector corresponding to the first detection signal.
具体的,根据第一预设翻转值和与第一探测信号对应的相位补偿向量得到第一关系,包括:Specifically, the first relationship is obtained according to the first preset inversion value and the phase compensation vector corresponding to the first detection signal, including:
根据第一预设翻转值和相位补偿向量,得到翻转补偿向量;对翻转补偿向量进行角度维的傅里叶变换处理,得到第一关系。According to the first preset inversion value and the phase compensation vector, the inversion compensation vector is obtained; the inversion compensation vector is subjected to Fourier transform processing in the angle dimension to obtain the first relationship.
可选的,获取与第一探测信号对应的相位补偿向量,包括:根据第二探测信号对应的最大不模糊速度和第二模糊速度得到第二模糊系数;计算第一模糊系数和第二模糊系数之间的系数差值,若系数差值为奇数,则根据第一不模糊速度值获取对应的第一相位补偿值;获取第一探测信号对应的第一初始向量,第一初始向量用于指示各天线的间距比例;根据第一相位补偿值和第一初始向量,得到第一探测信号对应的相位补偿向量。Optionally, acquiring a phase compensation vector corresponding to the first detection signal includes: obtaining a second ambiguity coefficient according to a maximum unambiguity speed and a second ambiguity speed corresponding to the second detection signal; calculating the first ambiguity coefficient and the second ambiguity coefficient If the coefficient difference is an odd number, the corresponding first phase compensation value is obtained according to the first unambiguous speed value; the first initial vector corresponding to the first detection signal is obtained, and the first initial vector is used to indicate The spacing ratio of each antenna; according to the first phase compensation value and the first initial vector, the phase compensation vector corresponding to the first detection signal is obtained.
示例的,以某距离速度单元只存在50度的目标为例。公式1的向量为多进多出(multiple-inmultipleout,MIMO)后的天线通道。As an example, take a target with only a 50-degree distance velocity unit as an example. The vector of
ant_pos=(0,3,6,11,1,4,7,12) 公式1ant_pos=(0,3,6,11,1,4,7,12)
其中,ant_pos为预设的天线阵列排布。Among them, ant_pos is the preset antenna array arrangement.
公式2的向量为公式1初始化的通道向量。The vector of
Channel_Vec=zeros(1,13) 公式2Channel_Vec=zeros(1,13)
其中,Channel_Vec指的是根据公式1的阵列孔径初始化的MIMO后的天线向量。Wherein, Channel_Vec refers to the antenna vector after MIMO initialized according to the array aperture of
公式3为角度为theta的目标对应的雷达天线通道向量。
Channel_Vec(ant_pos[i],theta)=(exp(-1j*(ant_pos[i]*sind(theta)*pi)))公式3Channel_Vec(ant_pos[i],theta)=(exp(-1j*(ant_pos[i]*sind(theta)*pi)))
其中,Channel_Vec指的是对于角度为theta的目标MIMO后的天线向量ant_pos指的是公式1,theta指的是目标角度,pi为3.1415926,sind表示为角度取sin(sin为三角函数),exp表示指数函数,-1j表示复数。Among them, Channel_Vec refers to the antenna vector ant_pos after the target MIMO with the angle theta refers to
公式3傅里叶变换的结果如公式4,公式4幅值最大的k对应的角度即为解算出来的目标角度。The result of the Fourier transform of
其中,FFT_Result代表傅里叶变换结果,Channel_Vec代表公式3。Among them, FFT_Result represents the Fourier transform result, Channel_Vec represents
k代表傅里叶变换点数中一个取值,假设64点fft的话,k就是0~63之间的一个整数,N为傅里叶变化总点数,为一个常数,n为0~N-1中间的一个整数,代表第n个采样点,theta为目标角度,pi为3.1415926。k represents a value in the number of Fourier transform points, assuming 64 points fft, k is an integer between 0 and 63, N is the total number of Fourier transform points, which is a constant, and n is between 0 and N-1 An integer representing the nth sampling point, theta is the target angle, and pi is 3.1415926.
根据角度维相位的变化速度得到公式4幅值最大的k的位置如公式5。According to the change speed of the angle dimension phase, the position of k with the largest amplitude in
sind(theta)*pi=-2*pi*k/64 公式5sind(theta)*pi=-2*pi*k/64
错误模糊系数下的8通道向量公式如公式6。The 8-channel vector formula under the error ambiguity coefficient is as
Channel_Vec_wrong(ant_pos[i],theta)=(exp(-1j*(ant_pos[i]*sind(theta)*pi)));i<=4Channel_Vec_wrong(ant_pos[i],theta)=(exp(-1j*(ant_pos[i]*sind(theta)*pi))); i<=4
Channel_Vec_wrong(ant_pos[i],theta)=-(exp(-1j*(ant_pos[i]*sind(theta)*pi)));i>4, 公式6Channel_Vec_wrong(ant_pos[i],theta)=-(exp(-1j*(ant_pos[i]*sind(theta)*pi))); i>4,
其中,i表示天线阵列排布序号,和公式1相关,为1~8中间的整数。Among them, i represents the serial number of the antenna array, which is related to
公式6傅里叶变换的结果如公式7,公式7幅值最大的k对应的位置如公式8。The result of the Fourier transform of
其中,a为由天线阵列即公式1带来的偏差系数。Among them, a is the deviation coefficient brought by the antenna array, that is,
仿真目标在正确模糊系数下的测角结果如图3,错误模糊系数下的测角结果如图4,其中,图3和图4中的横坐标azimIdx为测角的角度对应索引值,纵坐标的fft为傅里叶变换后的幅值结果。The angle measurement results of the simulation target under the correct ambiguity coefficient are shown in Figure 3, and the angle measurement results under the wrong ambiguity coefficient are shown in Figure 4. Among them, the abscissa azimIdx in Figure 3 and Figure 4 is the index value corresponding to the angle of the angle measurement, and the ordinate The fft is the amplitude result after Fourier transform.
在一个实施例中,通过雷达获取目标物体在第一探测信号下的第一模糊速度之前,方法还包括:In one embodiment, before acquiring the first fuzzy speed of the target object under the first detection signal by the radar, the method further includes:
对第一探测信号进行解析,得到各物体对应的能量值;Analyzing the first detection signal to obtain the energy value corresponding to each object;
将各物体中能量值大于预设阈值的物体确定为参考物体,并从参考物体中确定目标物体。An object with an energy value greater than a preset threshold in each object is determined as a reference object, and a target object is determined from the reference object.
需要说明的是,在接收到第一探测信号之后,可以对第一探测信号进行解析,得到探测到的各物体的能量值,并将能量值大于预设阈值的确定为物体,并能量值小于预设阈值的确定可以确定为噪声,其中,目标物体的能量值大于预设阈值。It should be noted that after receiving the first detection signal, the first detection signal can be analyzed to obtain the energy value of each detected object, and the energy value greater than the preset threshold is determined as an object, and the energy value is less than The determination of the preset threshold may be determined as noise, wherein the energy value of the target object is greater than the preset threshold.
本申请实施例提供的基于雷达的角度检测方法,通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值;根据第二探测信号、第二模糊速度以及与第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系;将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;根据第一关系和第二关系检测测角结果是否正确。本申请实施例提供的基于雷达的角度检测方法,通过利用第一探测信号在错误补偿下得到的角度幅值关系,以及第二探测信号在正确补偿下的角度幅值关系,可以检测测角结果是否正确,进而可以排除虚假目标。In the radar-based angle detection method provided by the embodiment of the present application, the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal are obtained through the radar; A blur speed and a first preset flip value determine a first relationship, the first relationship is a waveform relationship between the magnitude of the first angle of the target object and the magnitude of the first angle, and the first preset flip value is not the first blur The flip value corresponding to the coefficient; the second relationship is determined according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur coefficient, and the second relationship is the magnitude of the second angle of the target object and the first The waveform relationship between the magnitudes of the two angles; in the second relationship, the angle corresponding to the maximum amplitude peak value is determined as the angle measurement result of the target object under the second detection signal; according to the first relationship and the second relationship, it is detected whether the angle measurement result is correct. The radar-based angle detection method provided by the embodiment of the present application can detect the angle measurement result by using the angle amplitude relationship obtained by the first detection signal under error compensation and the angle amplitude relationship obtained by the second detection signal under correct compensation is correct, so that false targets can be ruled out.
如图5所示,本申请实施例提供了一种基于雷达的角度检测装置,该装置包括:As shown in FIG. 5 , an embodiment of the present application provides a radar-based angle detection device, which includes:
获取模块11,用于通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;an
第一确定模块12,用于根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值,第一模糊系数是根据第一探测信号和第一模糊速度确定的;The
第二确定模块13,用于根据第二探测信号、第二模糊速度以及第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系,第二模糊系数是根据第二探测信号和第二模糊速度确定;The
检测模块14,用于根据第一关系和第二关系检测测角结果是否正确。The
在一个实施例中,检测模块14具体用于:In one embodiment, the
获取第一关系的两个第一幅度峰值,以及各第一幅度峰值对应的第一角度值,两个第一幅度峰值为第一关系的多个幅度峰值按照从大到小排序后的前两个幅度峰值;Obtain two first amplitude peaks of the first relationship and the first angle value corresponding to each first amplitude peak, and the two first amplitude peaks are the first two after the multiple amplitude peaks of the first relationship are sorted in descending order. amplitude peak;
获取第二关系的三个第二幅度峰值,以及各第二幅度峰值对应的第二角度值,三个第二幅度峰值为第二关系中的多个幅度峰值按照从大到小排序后的前三个幅度峰值;Obtain three second amplitude peaks of the second relationship and the second angle values corresponding to each second amplitude peak, and the three second amplitude peaks are the first and second amplitude peaks in the second relationship sorted in descending order. three amplitude peaks;
根据两个第一幅度峰值、三个第二幅度峰值、两个第一角度值和三个第二角度值检测测角结果是否正确。Whether the angle measurement result is correct is detected according to the two first amplitude peaks, the three second amplitude peaks, the two first angle values and the three second angle values.
在一个实施例中,检测模块14具体用于:In one embodiment, the
若三个第二幅度峰值中存在两个目标幅度峰值,两个目标幅度峰值分别对应的第二角度值与两个第一角度值对应相同;If there are two target amplitude peaks in the three second amplitude peaks, the second angle values corresponding to the two target amplitude peaks respectively are the same as the two first angle values;
且,每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,剩余幅度峰值为三个第二幅度峰值中除两个目标幅度峰值外的值;Moreover, the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and the remaining amplitude peaks are the values of the three second amplitude peaks except for the two target amplitude peaks. ;
且,两个目标幅度峰值中的一个为测角结果对应的幅度峰值,则确定测角结果错误。Moreover, if one of the two target amplitude peaks is the amplitude peak corresponding to the angle measurement result, it is determined that the angle measurement result is wrong.
在一个实施例中,检测模块14还用于:若三个第二幅度峰值中不存在两个目标幅度峰值,则确定测角结果正确,则确定测角结果正确;In one embodiment, the
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且存在目标幅度峰值与对应的第一幅度峰值的差值大于第一幅度峰值与剩余幅度峰值的差值,则确定测角结果正确。Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between the target amplitude peak and the corresponding first amplitude peak is greater than the difference between the first amplitude peak and the remaining amplitude peaks, the angle measurement result is determined. correct.
或者,若三个第二幅度峰值中存在两个目标幅度峰值,且每个目标幅度峰值与对应的第一幅度峰值的差值小于第一幅度峰值与剩余幅度峰值的差值,且任一目标幅度峰值不为测角结果对应的幅度峰值,则确定测角结果正确。Or, if there are two target amplitude peaks in the three second amplitude peaks, and the difference between each target amplitude peak and the corresponding first amplitude peak is smaller than the difference between the first amplitude peak and the remaining amplitude peaks, and any target amplitude peak is If the amplitude peak value is not the amplitude peak value corresponding to the angle measurement result, it is determined that the angle measurement result is correct.
在一个实施例中,该装置还包括:第四确定模块15;In one embodiment, the apparatus further includes: a
第四确定模块15,用于根据第一探测信号、第一模糊速度以及与第一系数对应的翻转值,确定第三关系,第三关系为目标物体的第三角度的幅度与第三角度的大小之间的波形关系;The
根据第三关系确定目标物体中的第一物体的角度值。The angle value of the first object among the target objects is determined according to the third relationship.
在一个实施例中,第四确定模块15还用于:In one embodiment, the fourth determining
根据第二关系中的各个幅度值确定第二关系中幅度的中位值;determining the median value of the amplitudes in the second relationship according to the respective amplitude values in the second relationship;
若剩余能量值与中位值的差值大于预设阈值,则将剩余幅度峰值对应的第二角度值确定为两个目标物体中第二物体的角度值。If the difference between the remaining energy value and the median value is greater than the preset threshold, the second angle value corresponding to the remaining amplitude peak value is determined as the angle value of the second object among the two target objects.
在一个实施例中,第一确定模块12具体用于:In one embodiment, the first determining
获取第一探测信号的最大不模糊速度;obtaining the maximum unambiguous speed of the first detection signal;
获取与第一探测信号对应的相位补偿向量,相位补偿向量的数值用于指示相位补偿后雷达天线的间距比例;Obtain a phase compensation vector corresponding to the first detection signal, and the value of the phase compensation vector is used to indicate the spacing ratio of the radar antenna after phase compensation;
根据第一模糊系数确定第一预设翻转值;determining a first preset flip value according to the first blur coefficient;
根据第一预设翻转值和与第一探测信号对应的相位补偿向量得到第一关系。The first relationship is obtained according to the first preset inversion value and the phase compensation vector corresponding to the first detection signal.
在一个实施例中,第一确定模块12具体用于:In one embodiment, the first determining
根据第一预设翻转值和相位补偿向量,得到翻转补偿向量;According to the first preset inversion value and the phase compensation vector, the inversion compensation vector is obtained;
对翻转补偿向量进行角度维的傅里叶变换处理,得到第一关系。Perform the Fourier transform of the angle dimension on the flip compensation vector to obtain the first relationship.
在一个实施例中,第一确定模块12具体用于:In one embodiment, the first determining
计算第一模糊系数和第二模糊系数之间的系数差值,若系数差值为奇数,则根据第一不模糊速度值获取对应的第一相位补偿值;Calculate the coefficient difference between the first ambiguity coefficient and the second ambiguity coefficient, and if the coefficient difference is an odd number, obtain the corresponding first phase compensation value according to the first unambiguous speed value;
获取第一探测信号对应的第一初始向量,第一初始向量用于指示各天线的间距比例;obtaining a first initial vector corresponding to the first detection signal, where the first initial vector is used to indicate the spacing ratio of each antenna;
根据第一相位补偿值和第一初始向量,得到第一探测信号对应的相位补偿向量。According to the first phase compensation value and the first initial vector, a phase compensation vector corresponding to the first detection signal is obtained.
在一个实施例中,该装置还包括解析模块,该解析模块用于:In one embodiment, the apparatus further includes a parsing module for:
对第一探测信号进行解析,得到各物体对应的能量值,并将各物体中能量值大于预设阈值的物体确定为参考物体,并从参考物体中确定目标物体。The first detection signal is analyzed to obtain energy values corresponding to each object, and an object whose energy value is greater than a preset threshold in each object is determined as a reference object, and a target object is determined from the reference objects.
本申请实施例提供的基于雷达的角度检测装置,通过雷达获取目标物体在第一探测信号下的第一模糊速度,以及在第二探测信号下的第二模糊速度;根据第一探测信号、第一模糊速度和第一预设翻转值确定第一关系,第一关系为目标物体的第一角度的幅度与第一角度的大小之间的波形关系,第一预设翻转值不为第一模糊系数对应的翻转值;根据第二探测信号、第二模糊速度以及与第二模糊系数对应的第二预设翻转值,确定第二关系,第二关系为目标物体的第二角度的幅度与第二角度的大小之间的波形关系;将第二关系中,最大幅度峰值对应的角度确定为目标物体在第二探测信号下的测角结果;根据第一关系和第二关系检测测角结果是否正确。本申请实施例提供的基于雷达的角度检测装置,通过利用第一探测信号在错误补偿下得到的角度幅值关系,以及第二探测信号在正确补偿下的角度幅值关系,可以检测测角结果是否正确,进而可以排除虚假目标。The radar-based angle detection device provided by the embodiment of the present application obtains the first fuzzy speed of the target object under the first detection signal and the second fuzzy speed under the second detection signal through the radar; A blur speed and a first preset flip value determine a first relationship, the first relationship is a waveform relationship between the magnitude of the first angle of the target object and the magnitude of the first angle, and the first preset flip value is not the first blur The flip value corresponding to the coefficient; the second relationship is determined according to the second detection signal, the second blur speed, and the second preset flip value corresponding to the second blur coefficient, and the second relationship is the magnitude of the second angle of the target object and the first The waveform relationship between the magnitudes of the two angles; in the second relationship, the angle corresponding to the maximum amplitude peak value is determined as the angle measurement result of the target object under the second detection signal; according to the first relationship and the second relationship, it is detected whether the angle measurement result is correct. The radar-based angle detection device provided by the embodiment of the present application can detect the angle measurement result by using the angle amplitude relationship obtained by the first detection signal under error compensation and the angle amplitude relationship obtained by the second detection signal under correct compensation is correct, so that false targets can be ruled out.
本实施例提供的基于雷达的角度检测装置,可以执行上述方法实施例,其实现原理和技术效果类似,在此不再多加赘述。The radar-based angle detection device provided in this embodiment can execute the above method embodiments, and the implementation principle and technical effect thereof are similar, and details are not repeated here.
关于基于雷达的角度检测装置的具体限定可以参见上文中对于基于雷达的角度检测方法的限定,在此不再赘述。上述基于雷达的角度检测装置中的各个模块可全部或部分通过软件、硬件及其组合来实现。上述各模块可以硬件形式内嵌于或独立于服务器中的处理器中,也可以以软件形式存储于服务器中的存储器中,以便于处理器调用执行以上各个模块对应的操作。For the specific limitation of the radar-based angle detection device, reference may be made to the above limitation on the radar-based angle detection method, which will not be repeated here. Each module in the above-mentioned radar-based angle detection device can be implemented in whole or in part by software, hardware and combinations thereof. The above modules may be embedded in or independent of the processor in the server in the form of hardware, or may be stored in the memory in the server in the form of software, so that the processor can call and execute operations corresponding to the above modules.
本申请的另一实施例中,还提供一种计算机设备,包括存储器和处理器,存储器存储有计算机程序,计算机程序被处理器执行时实现如本申请实施例的基于雷达的角度检测的步骤。In another embodiment of the present application, a computer device is also provided, including a memory and a processor, the memory stores a computer program, and when the computer program is executed by the processor, the radar-based angle detection steps according to the embodiments of the present application are implemented.
本申请另一实施例中,还提供一种计算机可读存储介质,其上存储有计算机程序,计算机程序被处理器执行时实现如本申请实施例的基于雷达的角度检测方法的步骤。In another embodiment of the present application, a computer-readable storage medium is also provided, on which a computer program is stored, and when the computer program is executed by a processor, implements the steps of the radar-based angle detection method according to the embodiment of the present application.
本申请另一实施例中,还提供一种计算机程序产品,该计算机程序产品包括计算机指令,当计算机指令在基于雷达的角度检测装置上运行时,使得基于雷达的角度检测装置执行上述方法实施例所示的方法流程中基于雷达的角度检测方法执行的各个步骤。In another embodiment of the present application, a computer program product is also provided. The computer program product includes computer instructions. When the computer instructions are executed on the radar-based angle detection device, the radar-based angle detection device is made to execute the above method embodiment. The various steps performed by the radar-based angle detection method in the method flow shown.
在上述实施例中,可以全部或部分地通过软件、硬件、固件或者其任意组合来实现。当使用软件程序实现时,可以全部或部分地以计算机程序产品的形式来实现。该计算机程序产品包括一个或多个计算机指令。在计算机上加载和执行计算机执行指令时,全部或部分地产生按照本申请实施例的流程或功能。计算机可以是通用计算机、专用计算机、计算机网络、或者其他可编程装置。计算机指令可以存储在计算机可读存储介质中,或者从一个计算机可读存储介质向另一个计算机可读存储介质传输,例如,计算机指令可以从一个网站站点、计算机、服务器或者数据中心通过有线(例如同轴电缆、光纤、数字用户线(digitalsubscriber line,DSL))或无线(例如红外、无线、微波等)方式向另一个网站站点、计算机、服务器或数据中心进行传输。计算机可读存储介质可以是计算机能够存取的任何可用介质或者是包含一个或多个可以用介质集成的服务器、数据中心等数据存储设备。可用介质可以是磁性介质(例如,软盘、硬盘、磁带),光介质(例如,DVD)、或者半导体介质(例如固态硬盘(solid state disk,SSD))等。In the above-mentioned embodiments, it may be implemented in whole or in part by software, hardware, firmware or any combination thereof. When implemented using a software program, it can be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer-executed instructions are loaded and executed on the computer, the flow or function according to the embodiments of the present application is generated in whole or in part. The computer may be a general purpose computer, a special purpose computer, a computer network, or other programmable device. Computer instructions may be stored in or transmitted from one computer-readable storage medium to another computer-readable storage medium, for example, the computer instructions may be transmitted from a website site, computer, server, or data center over a wire (e.g. coaxial cable, optical fiber, digital subscriber line (DSL)) or wireless (eg infrared, wireless, microwave, etc.) means to another website site, computer, server or data center. Computer-readable storage media can be any available media that can be accessed by a computer or data storage devices including one or more servers, data centers, etc., that can be integrated with the media. Useful media may be magnetic media (eg, floppy disks, hard disks, magnetic tapes), optical media (eg, DVDs), or semiconductor media (eg, solid state disks (SSDs)), and the like.
以上实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above embodiments can be combined arbitrarily. In order to make the description simple, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features It is considered to be the range described in this specification.
以上实施例仅表达了本申请的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本申请构思的前提下,还可以做出若干变形和改进,这些都属于本申请的保护范围。因此,本申请专利的保护范围应以所附权利要求为准。The above examples only represent several embodiments of the present application, and the descriptions thereof are relatively specific and detailed, but should not be construed as a limitation on the scope of the invention patent. It should be pointed out that for those skilled in the art, without departing from the concept of the present application, several modifications and improvements can be made, which all belong to the protection scope of the present application. Therefore, the scope of protection of the patent of the present application shall be subject to the appended claims.
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