This application is based on and claims priority under 35 U.S.C. § 119 to Korean Patent Application No. 10-2023-0135165, filed on Oct. 11, 2023, in the Korean Intellectual Property Office, the disclosure of which is incorporated by reference herein in its entirety.
The disclosure relates to a jamming signal generation method and system, and more particularly, to a jamming signal generation method and system in which a noise patch in an arbitrary form is generated in a synthetic aperture radar (SAR) image.
Generally, a synthetic aperture radar (SAR) jamming method is classified into noise jamming, barrage jamming, and deceptive jamming. Noise jamming is a jamming method which transmits electric waves in a broadband random noise waveform through an SAR to obscure a main target by noise in an SAR image. Noise jamming is simply applicable, but various techniques for restoring an image damaged by noise jamming have been developed and noise jamming requires higher transmission power than deceptive jamming. Deceptive jamming is a method that detects an SAR transmission signal, applies simple modulation to the SAR transmission signal, and retransmits the SAR transmission signal, and may generate a false target in an SAR image. In deceptive jamming, a jamming signal uses an intact SAR transmission waveform and thus may obtain an intact SAR signal processing gain, such that a false target may be generated merely with lower power than noise jamming. However, for precise focusing of a false target, it is necessary to accurately estimate not only the current position of an SAR transmission antenna, but also a future position thereof, and much computation is required to generate a plurality of or consecutive false targets.
Provided is a jamming signal generation method in which a noise patch in an arbitrary form is generated in a synthetic aperture radar (SAR) image.
According to an aspect of the disclosure, a jamming signal generation method includes receiving a synthetic aperture radar (SAR) transmission signal collected by an SAR device for a target area, calculating a parameter including an angle of arrival (AOA) of the SAR transmission signal, based on the SAR transmission signal, determining a first form and a first position of a noise patch in a predefined coordinate system, transforming the predefined coordinate system into an SAR image formation plane (IFP) coordinate system, based on a coordinate system transformation function, determining a second form and a second position transformed from the first form and the first position of the noise patch in an SAR image generated based on the SAR transmission signal using the SAR IFP coordinate system, generating a first reflectivity map model, based on the second form and the second position of the noise patch, generating a second reflectivity map model of a frequency domain by performing two-dimensional (2D) fast Fourier transformation (FFT) on the first reflectivity map model, and generating an SAR jamming signal, based on a convolutional product of the second reflectivity map model and a reference signal.
According to an example, the jamming signal generation method may further include performing inverse FFT (IFFT) on the SAR jamming signal and transmitting the SAR jamming signal to the target area to generate the noise patch in the SAR image.
According to another example, the determining of the first form and the first position of the noise patch in the predefined coordinate system may include determining the first form and the first position of the noise patch by using coordinates of a corner of the noise patch in a north-east coordinate system.
According to another example, the coordinate system transformation function indicated as CI
According to another example, coordinates of the second position of the noise patch in the SAR IFP coordinate system may be calculated using Image, in which xN and yN respectively indicate x-direction and y-direction coordinates of a corner of the noise patch in the north-east coordinate system, and xl and yl may respectively indicate x-direction and y-direction coordinates of the corner of the noise patch in the SAR IFP coordinate system.
According to another example, the second reflectivity map model indicated as V (n, f) may be calculated according to V (n, f)=F {a (xl, yl)}, in which n indicates a pulse index of the second reflectivity map model, f indicates a pulse frequency of the second reflectivity map model, F (A) indicates a function that performs 2D FFT on A, and a (xl, yl) indicates the first reflectivity map model.
According to another example, the SAR jamming signal indicated as S (n, f) may include a convolutional product of the second reflectivity map model and the reference signal, and may be calculated according to S (n, f)=U (n, f) V (n, f), in which U (n, f) indicates the reference signal and includes a waveform of an SAR signal in a frequency domain.
According to another example, the parameter may further include a center frequency of the SAR transmission signal, a transmission bandwidth of the SAR transmission signal, and a pulse repetition frequency of the SAR transmission signal.
According to another aspect of the disclosure, a computer program is stored on a recording medium to execute, on a computing device, the jamming signal generation method described above.
According to another aspect of the disclosure, a jamming signal generation system includes a noise patch configuration unit and a synthetic aperture radar (SAR) signal generation unit, in which the noise patch configuration unit includes an SAR signal reception unit configured to receive an SAR transmission signal collected by an SAR device for a target area, a first determination unit configured to determine a first form and a first position of a noise patch in a predefined coordinate system, a coordinate system transformation unit configured to transform the predefined coordinate system into an SAR image formation plane (IFP) coordinate system, based on a coordinate system transformation function, and a second determination unit configured to determine a second form and a second position transformed from the first form and the first position of the noise patch in an SAR image generated based on the SAR transmission signal using the SAR IFP coordinate system, and the SAR signal generation unit includes a first reflectivity map model generation unit configured to generate a first reflectivity map model based on the second form and the second position of the noise patch, a second reflectivity map model generation unit configured to generate a second reflectivity map model of a frequency domain by performing two-dimensional (2D) fast Fourier transformation (FFT) on the first reflectivity map model, and an SAR jamming signal generation unit configured to generate an SAR jamming signal based on a convolutional product of the second reflectivity map model and a reference signal.
According to an example, the jamming signal generation system may further include a noise patch generation unit configured to perform inverse FFT (IFFT) on the SAR jamming signal and transmit the SAR jamming signal to the target area to generate the noise patch in the SAR image.
According to another example, the first determination unit may be further configured to determine the first form and the first position of the noise patch by using coordinates of a corner of the noise patch in a north-east coordinate system.
According to another example, the noise patch configuration unit may further include a parameter calculation unit configured to calculate a parameter including an angle of arrival (AOA) of the SAR transmission signal based on the SAR transmission signal.
The advantages and/or features of the disclosure and how to achieve them will be apparent with reference to the embodiments and drawings below.
The above and other aspects, features, and advantages of certain embodiments of the disclosure will be more apparent from the following description taken in conjunction with the accompanying drawings, in which:
Reference will now be made in detail to embodiments, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to like elements throughout. In this regard, the present embodiments may have different forms and should not be construed as being limited to the descriptions set forth herein. Accordingly, the embodiments are merely described below, by referring to the figures, to explain aspects of the present description. As used herein, the term “and/or” includes any and all combinations of one or more of the associated listed items. Expressions such as “at least one of,” when preceding a list of elements, modify the entire list of elements and do not modify the individual elements of the list.
Hereinafter, embodiments will be described in detail with reference to the accompanying drawings.
Before a detailed description of the disclosure, some terms or words used herein should not be construed unconditionally and limitedly to their usual or dictionary meanings, and the inventor of the disclosure may appropriately define a concept of the term to describe the invention thereof in the best way. Moreover, it should be noted that those terms or words are interpreted with a meaning and a concept consistent with the technical spirit of the disclosure. That is, the terms used herein are merely used to describe an embodiment, and are not used to limit the matter of the disclosure in detail. It should be noted that the terms are defined in consideration of various possibilities of the disclosure.
Herein, singular expressions may include plural expressions unless indicated otherwise in the context. Similarly, it is important to note that even if expressed in the plural, it may have a singular meaning.
Throughout the specification, when a component is “connected” to another component, it may include not only a case where they are “directly connected”, but also a case where they are “indirectly connected” with another component therebetween. When a component is referred to as “includes” another component, it may mean that the component may further include still another component rather than excluding the still another component unless stated otherwise.
The terms “first”, “second”, etc., used in the specification, claims, and drawings of the disclosure are intended to distinguish similar objects and are not intended to indicate a specific order or sequential order.
Moreover, in the specification of the disclosure, terms such as “ . . . unit”, “ . . . or/er”, “module”, “device”, etc., when used, mean a unit capable of processing one or more functions or operations. It should be noted that this may be implemented in hardware or software, or a combination of hardware and software.
Hereinafter, in describing the disclosure, a detailed descriptions of known techniques, including configurations that may unnecessarily obscure the subject matter of the disclosure, for example, prior art, may be omitted.
Referring to
The jamming signal generation system 1000 may include a noise patch configuration unit 200 and an SAR signal generation unit 300. The jamming signal generation system 1000 may further include an SAR device 100.
The SAR device 100 may collect an SAR transmission signal SIGSAR for a target area. The SAR device 100 may transmit the SAR transmission signal SIGSAR to an SAR signal reception unit 210.
The noise patch configuration unit 200 may determine a form and a position of the noise patch, which are bases for jamming signal generation, in an SAR image formation plane (IFP) coordinate system. The noise patch configuration unit 200 may include the SAR signal reception unit 210, a parameter calculation unit 220, a first determination unit 230, a coordinate system transformation unit 240, and a second determination unit 250.
The SAR signal reception unit 210 may receive the SAR transmission signal SIGSAR from the SAR device 100. The SAR signal reception unit 210 may transmit the SAR transmission signal SIGSAR to the parameter calculation unit 220.
The parameter calculation unit 220 may calculate a parameter PRSAR including an angle of arrival (AOA) of the SAR transmission signal SIGSAR based on the SAR transmission signal SIGSAR. The parameter calculation unit 220 may calculate and pre-store a parameter PRSAR further including a center frequency, a transmission bandwidth, and a pulse repetition frequency of the SAR transmission signal SIGSAR. The parameter calculation unit 220 may transmit the parameter PRSAR, together with the SAR transmission signal SIGSAR, to the first determination unit 230.
The first determination unit 230 may determine first form and position FP1 of a noise patch in a predefined coordinate system. For example, the first determination unit 230 may determine the first form and position FP1 of the noise patch by using coordinates of a corner of the noise patch in a north-east coordinate system. The first determination unit 230ay transmit data regarding the first form and position FP1 of the noise patch to the coordinate system transformation unit 240.
The coordinate system transformation unit 240 may transform the predefined coordinate system into an SAR IFP coordinate system based on the coordinate system transformation function. The predefined coordinate system may be a north-east coordinate system. The coordinate system transformation unit 240 may transmit data regarding an SAR IFP coordinate system, together with data regarding the first form and position FP1 of the noise patch, transmitted from the first determination unit 230, to the second determination unit 250.
The second determination unit 250 may determine a second form/position FP2, transformed from the first form and position FP1 of the noise patch, in the SAR image by using the SAR IFP coordinate system.
The SAR signal generation unit 300 may receive the configured noise patch from the noise patch configuration unit 200 and generate the SAR jamming signal SIGJAM for jamming to generate the noise patch in the SAR image.
The SAR signal generation unit 300 may include a first reflectivity map model generation unit 310, a second reflectivity map model generation unit 320, an SAR jamming signal generation unit 330, and a noise patch generation unit 340.
The first reflectivity map model generation unit 310 may generate a first reflectivity map model RM1 based on the second form and position FP2 of the noise patch. For example, the first reflectivity map model RM1 may be generated by filling the inside of a polygonal formed by coordinates of the second form and position FP2 of the noise patch with noise having an arbitrary distribution. The first reflectivity map model generation unit 310 may transmit the first reflectivity map model RM1 to the second reflectivity map model generation unit 320.
The second reflectivity map model generation unit 320 may perform two-dimensional (2D) fast Fourier transform (FFT) on the first reflectivity map model RM1 to generate the second reflectivity map model RM2 of a frequency domain. The second reflectivity map model V (n, f) may be calculated according to V (n, f)=F {a (xl, yl)}. Herein, n may indicate a pulse index of the second reflectivity map model RM2, f may indicate a pulse frequency of the second reflectivity map model RM2, F (A) may indicate a function that performs 2D FFT on A, and a (xl, yl) may indicate the first reflectivity map model RM1. The second reflectivity map model generation unit 320 may transmit the second reflectivity map model RM2 to the SAR jamming signal generation unit 330.
The SAR jamming signal generation unit 330 may generate the SAR jamming signal SIGJAM based on a convolutional product of the second reflectivity map model RM2 and a reference signal. As a convolutional product of two signals may be expressed as a product in the frequency domain, the SAR jamming signal SIGJAM may be calculated as a convolutional product of the second reflectivity map model RM2 and the reference signal. According to an example, the SAR jamming signal (S (n, f)) may be a convolutional product of the second reflectivity map model RM2 and the reference signal, and may be calculated according to S (n, f)=U (n, f) V (n, f). Herein, U (n, f) may be a reference signal and may be a waveform of an SAR signal in the frequency domain. The SAR jamming signal generation unit 330 may transmit the SAR jamming signal SIGJAM and transmit the same to the noise patch generation unit 340.
The noise patch generation unit 340 may perform inverse FFT (IFFT) on the SAR jamming signal SIGJAM and transmit the same to a target area to generate a noise patch in the SAR image.
Referring to
The memory 20 may be a recording medium readably by the computing device 10 and include a permanent mass storage device such as random access memory (RAM), read only memory (ROM), and a disk drive.
The memory 20 may store a program code for executing a jamming signal generation method according to an embodiment, data required for executing the program code, and data generated in a process of executing the program code. The program code may include algorithm codes for 2D FFT, IFFT, and convolution operations. The program code may include an algorithm code for recalculating a coordinate system transformation function as a rotation angle of an SAR IFP coordinate system based on a predefined coordinate system changes.
The memory 20 may store data required for executing a jamming signal generation method according to the disclosure. For example, the memory 20 may store a parameter including a center frequency, a transmission bandwidth, and a pulse repetition frequency of an SAR transmission signal. The memory 20 may pre-store a reference signal for generating an SAR jamming signal. The memory 20 may store data regarding a coordinate system transformation function for coordinate-transformation from a predefined coordinate system to an SAR IFP coordinate system. The data regarding the coordinate system transformation function will be described in more detail with reference to
The processor 30 may generally control an overall operation of the computing device 10. The processor 30 may be configured to process a command of a computer program by performing basic arithmetic, logic, and input/output operations. The processor 30 may generate an SAR jamming signal to generate the noise patch in the SAR image based on the coordinate system transformation function and predefined form and position of the noise patch. The processor 30 may receive data stored in the memory 20 and transmit the data to the memory 20.
According to an embodiment, the computing device 10 may further include a communication module, an input/output device, a storage device, etc., as well as the memory 20 and the processor 30. For example, the computing device 10 may transmit the SAR transmission signal from the SAR device through the communication module.
A detailed description of an operation of the processor 30 according to various embodiments will be made below.
Referring to
The jamming signal generation method according to the disclosure may be performed by the processor 30 of
The SAR transmission signal collected by the SAR device for the target area may be received, in operation S10. The SAR transmission signal may be a signal including a target in the target area to be obscured based on the jamming signal generated according to the disclosure.
A parameter including an angle of arrival (AOA) of the SAR transmission signal may be calculated based on the SAR transmission signal, in operation S20. The parameter may be a value required for jamming signal generation, and may be prestored in the memory 20 of
In the predefined coordinate system, the first form and position of the noise patch may be determined, in operation S30. The predefined coordinate system may be a user-defined coordinate system, e.g., a north-east coordinate system. For example, the first form and position of the noise patch may be determined based on coordinates of a corner of the noise patch in the north-east coordinate system.
The predefined coordinate system may be transformed into an SAR IFP coordinate system based on the coordinate system transformation function, in operation S40. The SAR IFR coordinate system may be a virtual plane used for a radar system to collect a reflected signal from a target or ground surface and generate an image. The SAR IFP coordinate system may be a coordinate system for generating a noise patch having user-desired form and position in an SAR image. According to an example, the coordinate system transformation function CI
Herein, Cambria Math may indicate a rotation angle of an SAR IFP coordinate system based on the north-east coordinate system and may be calculated based on the AOA of the SAR transmission signal. Operation S40 will be described in more detail with reference to
In operation S50, the second form and position transformed from the first form and position of the noise patch may be determined in the SAR image generated based on the SAR transmission signal using the SAR IFP coordinate system. The coordinates of the second position in the noise patch in the SAR IFP coordinate system may be calculated using [xl yl]T=CI
A first reflectivity map model may be generated based on the second form and position of the noise patch, in operation S60. For example, the first reflectivity map model may be generated by filling the inside of a polygonal formed by coordinates of the second form and position of the noise patch with noise having an arbitrary distribution.
The second reflectivity map model in the frequency domain may be generated by performing 2D FFT on the first reflectivity map model, in operation S70. The second reflectivity map model V (n, f) may be calculated according to V (n, f)=F {a (xl, yl)}. Herein, n may indicate a pulse index of the second reflectivity map model, f may indicate a pulse frequency of the second reflectivity map model, F (A) may indicate a function that performs 2D FFT on A, and a (xl, yl) may indicate the first reflectivity map model. The reflectivity map model may be generated by filling an inner area of the noise patch with complex noise.
An SAR jamming signal may be generated based on a convolutional product of the second reflectivity map model and the reference signal, in operation S80. The SAR jamming signal S (n, f) may be calculated according to a convolutional product of the second reflectivity map model and the reference signal. According to an example, the SAR jamming signal S (n, f) may be calculated based on S (n, f)=U (n, f) V (n, f). Herein, U (n, f) may be a reference signal and may be a waveform of an SAR signal in the frequency domain. The reference signal may be data stored in advance in the memory 20 of
The SAR jamming signal may be subject to IFFT and then transmitted to the target area to generate the noise patch in the SAR image, in operation S90. According to an example, by performing IFFT on the SAR jamming signal in the frequency domain, the SAR jamming signal in a time domain may be calculated.
Referring to
To generate a noise patch similar to noise having arbitrary form and position in an SAR image, coordinates of a peak and a boundary of a noise patch defined in an SAR IFP coordinate system are required. Before a jamming signal generation method according to the disclosure is performed, coordinates in the SAR IFP system are not defined, such that initial coordinates of the noise patch may be defined in a predefined coordinate system (e.g., the north-east coordinate system) before reception of an SAR pulse. To generate a reflectivity map, coordinate transformation from coordinates in the predefined coordinate system to coordinates of the SAR IFP coordinate system has to be performed. For example, the predefined coordinate system may be the north-east coordinate system. The predefined coordinate system may be a local tangent plane (LTP) coordinate system. The LTP coordinate system is one of geospatial coordinate systems used in aeronautical and astronautical exploration, and may be used to express coordinates by approximating the earth's space at a specific point into a plane.
Referring to
In
The transformed coordinates may be calculated by multiplying a coordinate system transformation function, expressed as a direction cosine matrix (DCM) based on a value of the rotation angle Cambria Math, by coordinates before transformation. An inner region of the transformed peak and boundary coordinates may be filled with complex noise, thereby generating a reflectivity map of
Referring to
In the predefined coordinate system, the first form and position of the noise patch may be determined. According to an example, the predefined coordinate system may be the north-east coordinate system. The first form and position of the noise patch may be determined using coordinates of a corner of the noise patch in the north-east coordinate system. A form and a position of a noise patch corresponding to Before Rotation shown in
The coordinate system transformation function CI
Herein, Cambria Math may indicate a rotation angle of an SAR IFP coordinate system based on the north-east coordinate system and may be calculated based on the AOA of the SAR transmission signal.
The coordinates of the second position in the noise patch in the SAR IFP coordinate system may be calculated using [xl yl]T=CI
The second position of the noise patch may be a position after rotation from the first position of the noise patch by the rotation angle Cambria Math of the SAR IFP coordinate system based on the north-east coordinate system shown in
Referring to
In the SAR system, the reflectivity map may be expressed in the form of image data, and reflective characteristics of the earth's space or a target may be visually indicated. In the reflectivity map of
It may be seen from
So far, various embodiments have been described by giving some examples, but the description of the various embodiments described in the “Detailed Description” section is merely illustrative, and it would be well understood from the foregoing description by those of ordinary skill in the art that the disclosure may be implemented with various modifications or equivalents thereto.
In addition, since the disclosure may be implemented in various other forms, the disclosure is not limited by the foregoing description, and it should be noted that the foregoing description is provided to complete the disclosure and to perfectly inform those of ordinary skill in the art of the scope of the disclosure, and the disclosure is defined by the claims.
According to the disclosure, by generating a jamming signal for taking an SAR signal processing gain and concentrating jamming power to desired form and position of a noise patch, a target may be effectively obscured merely with low power. Moreover, unlike existing deceptive jamming, the jamming signal may be generated without securing a position of an SAR transmission antenna, resulting in low complexity for jamming signal calculation, and a noise patch in an arbitrary form may be generated without generating noise for a wide area in an SAR image, thereby enabling jamming for selectively a specific target.
It should be understood that embodiments described herein should be considered in a descriptive sense only and not for purposes of limitation. Descriptions of features or aspects within each embodiment should typically be considered as available for other similar features or aspects in other embodiments. While one or more embodiments have been described with reference to the figures, it will be understood by those of ordinary skill in the art that various changes in form and details may be made therein without departing from the spirit and scope of the disclosure as defined by the following claims.
Number | Date | Country | Kind |
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10-2023-0135165 | Oct 2023 | KR | national |