MULTI-CHANNEL ACTIVE ARRAY SYSTEM AND METHOD FOR OBTAINING POSITIONAL INFORMATION OF AN OBJECT
20240272261 ยท 2024-08-15
Inventors
Cpc classification
G01S3/74
PHYSICS
G01S3/06
PHYSICS
G01S3/46
PHYSICS
G01S3/14
PHYSICS
International classification
G01S3/14
PHYSICS
Abstract
An antenna arrangement (1) comprising an antenna array is disclosed. The antenna array comprises N antenna elements (2) (N being an integer ?3). Moreover, each antenna element is connected to an electronics module (3) out of P electronics modules, P being an integer such that 3?P?N, where each electronics module is configured to generate an output signal indicative of a signal received by a corresponding one or more antenna elements. The antenna arrangement further comprises control circuitry (10) connected to the antenna array. The control circuitry is configured to receive each output signal, compute a sum of cross-correlations between each output signal and a set of other output signals originating from other corresponding antenna elements, and determine at least one angle of a direction of arrival of the electromagnetic waves relative to the antenna array based on the computed sum.
Claims
1. An antenna arrangement (1) comprising: an antenna array for receiving electromagnetic waves, wherein the antenna array comprises N antenna elements (2), N being an integer ?3, each antenna element being connected to a corresponding electronics module (3), each electronics module being configured to generate an output signal indicative of a signal received by a corresponding antenna elements; control circuitry (10) connected to the antenna array and configured to: receive each output signal; compute a sum of cross-correlations between each output signal and a set of other output signals originating from other corresponding antenna elements; determine at least one angle of a direction of arrival of the electromagnetic waves relative to the antenna array based on the computed sum.
2. The antenna arrangement (1) according to claim 1, wherein the set of other output signals is every other output signal originating from every other electronics module such that the computed sum is a sum of N(N?1)/2 cross-correlations.
3. The antenna arrangement (1) according to claim 1, wherein the set of other output signals is every other output signal originating from electronics modules associated with non-neighbouring antenna elements in at least one dimension, wherein non-neighbouring antenna elements are defined by a minimum separation between the antenna elements (2).
4. The antenna arrangement (1) according to claim 3, wherein the antenna elements (2) are arranged in a one-dimensional array, and wherein the non-neighbouring antenna elements are antenna elements that are non-adjacent antenna elements such that the cross-correlation for the output signal associated with antenna element u.sub.n is not performed together with any one of the output signals associated with antenna elements u.sub.n?1, u.sub.n+1.
5. The antenna arrangement (1) according to claim 3, wherein N is an integer ?6 and the antenna elements are arranged on a two-dimensional, 2D, surface forming a 2D array, and wherein the non-neighbouring antenna elements are antenna elements that are non-adjacent antenna elements such that the cross-correlation for the output signal associated with antenna element u.sub.m,n is not performed together with any one of the output signals associated with antenna elements u.sub.m?1,n, u.sub.m+1,n, u.sub.m,n?1, u.sub.m,n+1.
6. The antenna arrangement (1) according to claim 1, wherein the control circuitry (10) is further configured to: offset each output signal individually based on the determined direction of arrival and an antenna geometry, sum the offset output signals in order obtain a sum signal; and assign a time reference to the sum signal.
7. The antenna arrangement (1) according to claim 6, wherein the control circuitry (10) is further configured to: receive or infer positional data (20) of an emitter arranged to emit electromagnetic waves towards an object, the positional data being indicative of a position of the emitter; receive emission data (21) associated with the emitter, the emission data comprising waveform information of the emitted electromagnetic waves towards the object, the waveform information defining a reference signal; obtain a time reference (22) of the emitted electromagnetic waves towards the object; compute a function by: cross-correlating each output signal with the reference signal in order to obtain a set of first signals and offsetting the first signal(s) based on the determined direction of arrival and a position of the antenna element(s) associated with the output signal, or cross-correlating the sum signal with the reference signal; determine a distance to the object based on the time reference of the sum signal, the time reference of the emitted electromagnetic waves, the positional data, the direction of arrival, and the computed function.
8. The antenna arrangement (1) according to claim 1, wherein N is an integer ?3, and wherein the antenna elements (2) are arranged on a two-dimensional, 2D, surface forming a 2D array, and wherein the control circuitry (10) is configured to: determine an elevation angle and an azimuth angle defining the direction of arrival of the electromagnetic waves relative to the antenna array based on the computed sum; filter the computed sum so to remove part of the computed sum corresponding to a combination of elevation angles and azimuth angles for elevation angles that are below a threshold value.
9. An aircraft (30) comprising the antenna arrangement (1) according to claim 1.
10. A ground vehicle (40) comprising the antenna arrangement (1) according to claim 1.
11. A fixed installation comprising the antenna arrangement (1) according to claim 1.
12. A method (100) for detecting an object by means of a radar system comprising an antenna array for receiving electromagnetic waves, wherein the antenna array comprises N antenna elements, N being an integer ?3, each antenna element being connected to a corresponding electronics module (3), each electronics module being configured to generate an output signal indicative of a signal received by a corresponding antenna element, the method comprising: receiving (101) each output signal; computing (102) a sum of cross-correlations between each output signal and a set of other output signals originating from other corresponding antenna elements; determining (103) at least one angle of a direction of arrival of the electromagnetic waves relative to the antenna array based on the computed sum.
13. The method (100) according to claim 12, further comprising: offsetting (106) each output signal individually based on the determined direction of arrival and an antenna geometry, summing (107) the offset output signals in order obtain a sum signal; and assigning (108) a time reference to the sum signal.
14. The method (100) according to claim 13, further comprising: obtaining positional data (20) of an emitter arranged to emit electromagnetic waves towards an object, the positional data being indicative of a position of the emitter; obtaining emission data (21) associated with at least one emitter, the emission data comprising waveform information of the emitted electromagnetic waves towards the object, the waveform information defining a reference signal; obtaining a time reference (22) of the emitted electromagnetic waves towards the object; computing (109) a function by: cross-correlating each output signal with the reference signal in order to obtain a set of first signals and offsetting the first signal(s) based on the determined direction of arrival and a position of the antenna element(s) associated with the output signal, or cross-correlating the sum signal with the reference signal; determining (110) a distance to the object based on the time reference of the sum signal, the time reference of the emitted electromagnetic waves, the positional data, the direction of arrival, and the computed function.
15. A computer-readable storage medium storing one or more programs configured to be executed by one or more processors of an antenna signal processing system, the one or more programs comprising instructions for performing the method according to claim 12.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0025] Further objects, features and advantages of embodiments of the invention will appear from the following detailed description, reference being made to the accompanying drawings, in which:
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DETAILED DESCRIPTION
[0037] In the following detailed description, embodiments of the present invention will be described. However, it is to be understood that features of the different embodiments are exchangeable between the embodiments and may be combined in different ways, unless anything else is specifically indicated. Even though in the following description, numerous specific details are set forth to provide a more thorough understanding of the present invention, it will be apparent to one skilled in the art that the present invention may be practiced without these specific details. In other instances, well known constructions or functions are not described in detail, so as not to obscure the present invention.
[0038] Those skilled in the art will appreciate that the steps, services and functions explained herein may be implemented using individual hardware circuitry, using software functioning in conjunction with a programmed microprocessor or general purpose computer, using one or more Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGA) and/or using one or more Digital Signal Processors (DSPs). It will also be appreciated that when the present disclosure is described in terms of a method, it may also be embodied in one or more processors and one or more memories coupled to the one or more processors, wherein the one or more memories store one or more programs that perform the steps, services and functions disclosed herein when executed by the one or more processors.
[0039] In the following description of exemplary embodiments, the same reference numerals denote the same or similar components.
[0040]
[0041] Once the digitized signals (i.e. output signals) have been received or obtained, a cross correlation is performed. The continuous representation of the cross-correlation reads:
[0042] In the illustrated example, there are only two output signals, wherefore there is only one cross-correlation to be formed.
[0043] As shown in the cross-correlation graph 6c, a peak is visible for c.sup.(2)(?) when ?=?t. The direction of the received signal relative to the antenna arrangement is deductible from the obtained peak in c.sup.(2)(?). In more detail, an angle indicative of the direction of arrival (DoA), here represented by ?, of the electromagnetic wave 7 may be determined based on the relationship described by equation (2) below.
[0044]
[0045] In some embodiments, the antenna elements 2 are (e.g. equidistantly) separated along a straight line. Furthermore, in some embodiments, the antenna elements 2 are arranged along a circular arc or a circle and where N 5. The antenna elements 2 may be equidistantly separated along the circular arc or circle. Moreover, in some embodiments, the antenna elements are partitioned over two or more circles, separated along a common symmetry axis (e.g. vertically oriented on a fixed mast).
[0046] In some embodiments, the antenna elements 2 are arranged on two-dimensional (2D) surface (e.g. planar or cylindrical surface). In other words, the antenna elements 2 may be arranged in a flat 2D array having N=M?L antenna elements 2, where M and L are integers ?2. Alternatively, the N=M?L antenna elements 2 may be arranged on a two-dimensional surface forming a single-curved cylindrical surface with a circular cross-section. The antenna elements may be regularly separated along the cylindrical surface.
[0047] Moving on, each antenna element 2 is connected to an electronics module 3 out of P electronics modules, P being an integer such that 3?P?N, where each electronics module 3 is configured to generate an output signal indicative of a signal received by a corresponding antenna element. The antenna arrangement 1 further has control circuitry 10 connected to the electronics modules 3, where the control circuitry 10 is configured to receive the output signals generated by the electronics modules 3. The antenna arrangement is, in some embodiments, realized as an AESA where the electronic modules 3 are receiving (Rx) modules or the receiving part of receive/transmit (Tx/Rx) or transceiver (TRX) modules.
[0048] Further, the control circuitry 10 is configured to obtain or receive each output signal from the electronics modules 3, and to compute a sum of cross-correlations between each output signal and a set of other output signals originating from other corresponding antenna elements 2. In particular, in some embodiments, the control circuitry 10 is configured to compute the compute a sum of cross-correlations by computing a generalized cross-correlation function between each output signal and a set of other output signals originating from other corresponding antenna elements 2. Moreover, the control circuitry 10 is configured to determine at least one angle of a direction of arrival of the electromagnetic waves relative to the antenna array 1 based on the computed sum. The antenna arrangement 1 may be provided on a moving platform (such as e.g. an aircraft 30 or on a ground vehicle 40 as depicted in
[0049] In more detail, for the 1D-case (i.e. antenna elements arranged in one-dimensional array), a generalized cross-correlation function may be represented by Equation (3) below.
[0050] Where F(t, ?) in the case of a linear array is given by Equation (4).
[0051] Here, u.sub.i denotes the output signal originating from each individual antenna element i. Given that the order of integration and summation can be interchanged, reference is made to c.sup.(N)(?) in Equation (3) as a generalized cross-correlation, being a sum of cross-correlations.
[0052] Accordingly, for the 1D-case (i.e. antenna elements arranged in one-dimensional array) the control circuitry 10 may be configured to compute a first function of one temporal dimension ?, being a first integral of a first sum of N(N?1)/2 combinations between each (properly time-offset) output signal with every other (properly time-offset) output signal according to a predefined scheme. Thereby, one angle, representing a direction of arrival of the electromagnetic waves relative to the antenna array may be determined based on the first function. The explicit appearance of ? in Equations (4) and (5) may simplify the extraction of a discretely represented signal value at any given and discretely represented time, thus contributing to the speed of the evaluation of c.sup.(N).
[0053] The first function may be given by c.sup.(N)(?) according to equations 6 and 7 below. F(t, ?) as defined in equation 7 holds for any one-dimensional array, such as e.g. linear arrays or circular arrays.
[0054] Here, i and j denote individual elements, r.sub.i denote the 2D coordinates of antenna element i relative to a reference point, and where r.sub.j+1 denotes the 2D coordinates of antenna element j+1 relative to said reference point. Moreover, k denotes a 2D unit vector representing the direction in a reference coordinate system towards the object of interest from the reference point. Further, f represents an offset in time series of u, where flike tis discrete, that is integer-valued in digital applications. The object of interest here being an object from which electromagnetic waves have been reflected off, or an object that emits electromagnetic waves. In either case, it is an object of interest and the angle(s) of the direction towards the object of interest relative to the antenna arrangement is(are) the parameter(s) to be determined.
[0055] Moreover, in some embodiments, and in particular for (straight) linear arrays, the offset may be written/defined as:
where a is a real constant #0 useful to represent an adaptation to a specific implementation, and Int( ) is an operation that makes the real valued product ?.Math.i become integer valued.
[0056] Still further, for elements placed along a circular arc or a complete circle, the relation between the angle of direction of arrival of the electromagnetic wave, i.e. the angle of the direction towards the object of interest, and the offset may be given by.
[0057] Here, ? is a real constant #0, ? represents the angle of the direction towards the object of interest that determines {circumflex over (k)}, and ?.sub.i is the angle towards antenna element i. In Equation (9), the offset f is no longer proportional to an explicit ? implying that a number of probed directions ? must first be given, and then the corresponding offsets f can be determined.
[0058] However, for the 2D-case (i.e. antenna elements arranged in a two-dimensional array) the control circuitry 10 may be configured to compute a second function of two temporal dimensions, being a second generalized cross-correlation between each (properly time-offset) output signal with every other (properly time-offset) output signal according to a predefined scheme. Thereby, two angles, representing a direction of arrival of the electromagnetic waves relative to the reference coordinate system, i.e. relative to the antenna array may be determined based on the second function.
[0059] The second function may be given by c.sup.(M,L)(?.sub.az, ?.sub.el) according to equations 10 and 11 below.
where l, j, k, and/denote individual elements, r.sub.i denote the coordinates of antenna element i relative to a reference point, and where {circumflex over (k)} denotes a unit vector representing the direction in a reference coordinate system towards the object of interest from the reference point.
[0060] It should be noted that Equations (10) and (11) is a representation where the N elements have been regularly arranged over the two-dimensional surface in e.g. M rows and L columns, the total number of elements thus being N=M*L. A regular arrangement is not a restriction of the present invention, since all elements over a two-dimensional surface can be expressed by the Equations (6) and (7). However, Equations (10) and (11), were chosen in order to elucidate the more common M*L array realizations over irregular ones.
[0061] Similar to the 1D-case, in some embodiments, and specifically for planar 2D arrays, f(i, ?)=g(i, ?)=Int(?.Math.i).Math.?, where a is a real constant #0.
[0062] Still further, the angles of direction of arrival of the electromagnetic wave, i.e. the two angles of the direction towards the target or object of interest (may also be an emitter), for a cylindrical 2D array, may be deducted from equations 12 below.
[0063] Here, ?, ? are real constants #0, ? represents the azimuth angle of the direction towards the emitter that determines {circumflex over (k)}, and ? is the azimuth angle towards antenna element i. In more detail, Equations (12) is a simplification of the general case, where the determination of the elevation angle, the establishment of which is facilitated by the top equation of the Equations (12), is small, while the determination of the azimuth angle is facilitated by the bottom equation of the Equations (12). This simplification was introduced to illustrate the connection to previous stated Equations (4), (5), (8) and (9). The general expression can be derived by considering the unit vector {circumflex over (k)} towards the object of interest in terms of the universally understood spherical angles ? and ?:
and by considering the three-dimensional vectors r.sub.i from the reference point to the antenna positions:
by the aid of which the offset in arrival time at the antenna element i can be expressed.
[0064] The predefined scheme defines which output signals are comprised in the set of other output signals. In other words, the predefined scheme defines which output signals are to be cross-correlated in the sum of cross-correlations. For example, in some embodiments, the set of other output signals is every other output signal originating from every other corresponding antenna element 2 such that the computed sum is an integral of a sum of N(N?1)/2 combinations.
[0065] Alternatively, in some embodiments, the set of other output signals is every other output signal originating from non-neighbouring antenna elements in at least one dimension, wherein non-neighbouring antenna elements 2 are defined by a minimum separation between the antenna elements 2. Accordingly, in some embodiments, the control circuitry is configured to only compute a sum of cross-correlations between each output signal and each output signal originating from a non-neighbouring antenna element. In other words, in some embodiments, the set of other output signals comprises only the output signals originating from the non-neighbouring antenna elements.
[0066] More specifically, in some embodiments the antenna elements 2 are arranged in a one-dimensional array. Accordingly, the non-neighbouring antenna elements 2 are antenna elements 2 that are non-adjacent antenna elements such that the combinations for the output signal associated with antenna element u.sub.n and the output signals associated with antenna elements u.sub.n?1, u.sub.n+1 are omitted.
[0067] Further, in some embodiments, the antenna elements 2 are arranged in a two-dimensional array. Accordingly, the non-neighbouring antenna elements 2 are antenna elements 2 that are non-adjacent antenna elements such that the combinations of the output signal associated with antenna element u.sub.m,n and any one of the output signals associated with antenna elements u.sub.m?1,n, u.sub.m+1,n, u.sub.m,n?1, u.sub.m,n+1 are omitted. Furthermore, additionally or alternatively, the closest diagonal elements may also be excluded such that the combinations of the output signal associated with antenna element u.sub.m,n and any one of the output signals associated with antenna elements u.sub.m?1,n?1, u.sub.m+1,n?1, u.sub.m?1,n+1, u.sub.m+1,n+1 are omitted.
[0068] However, for both the 1D case and the 2D case, non-neighbouring antenna elements may include antenna elements that are within two steps, three steps, or more. For example, for the 1D case, the combinations of the output signal associated with antenna element u.sub.n and any one of the output signals associated with antenna elements u.sub.n?1, u.sub.n+1, u.sub.n?2, and u.sub.n+2 are omitted.
[0069] By omitting the neighbouring antenna elements in the cross-correlation process, problems associated with correlated noise may be mitigated or reduced. If the noise is correlated between digital channels, the sensitivity of the antenna arrangement 1 may be reduced.
[0070] Moreover, even though the control circuitry 10 is illustrated as an integrated part of the antenna arrangement 1, it should be understood that the control circuitry 10 may also be provided as a separate device outside of the antenna arrangement which is in communicative connection with the electronic modules 3 of the antenna arrangement. For example, the control circuitry 10 may be implemented at a site remote to the antenna arrangement.
[0071] The control circuitry 10 (may also be referred to as a controller or control unit) has one or more processors 11 and a memory unit 12. The processor(s) 11 (associated with the control circuitry 10) may be or include any number of hardware components for conducting data or signal processing or for executing computer code stored in memory 12. The device 10 has an associated memory 12, and the memory 12 may be one or more devices for storing data and/or computer code for completing or facilitating the various methods described in the present description. The memory may include volatile memory or non-volatile memory. The memory 12 may include database components, object code components, script components, or any other type of information structure for supporting the various activities of the present description. According to an exemplary embodiment, any distributed or local memory device may be utilized with the systems and methods of this description. According to an exemplary embodiment the memory 12 is communicably connected to the processor 11 (e.g., via a circuit or any other wired, wireless, or network connection) and includes computer code for executing one or more processes described herein.
[0072]
[0073]
[0074]
[0075] As indicated by the results presented in
provided that the signal is not to repetitive in character and that the noise contributions are uncorrelated. Thus, by increasing the number of antenna elements, a more robust or a more long-range direction finding (DF) may be achievable.
[0076] In accordance with the foregoing, the direction of arrival of the electromagnetic waves relative to the antenna array (i.e. direction towards an object of interest) can be determined without any knowledge of a transmitter waveform, a transmitter position, or even of the existence of a transmitter. In other words, the antenna arrangement may be used as a passive receiver for more sensitive and more accurate determination of a direction towards the object of interest using the above principles.
[0077] However, in order to determine a distance to the object of interest, further parameters, are used. In more detail, in some embodiments the antenna arrangement is part of a passive bistatic radar function. Accordingly, in order to determine the distance to the object of interest the following parameters should preferably be obtained/retrieved/received. [0078] Positional data of an emitter arranged to emit electromagnetic waves towards an object of interest. The positional data is indicative of a position of the emitter, and may either be in the form of absolute terms (e.g. GPS coordinates) or relative to the antenna arrangement. However, in some embodiments, the positional data is also indicative of a velocity of the emitter (e.g. deducted from a series of positions). The velocity of the emitter may be directly supplied by the emitter or inferred based on other associated data (e.g. time stamped positions). Thereby, the position of the emitter at an arbitrary point in time may be estimated. [0079] Emission data associated with the emitter. The emission data is indicative of waveform information of the emitted electromagnetic waves, where the waveform information defines a reference signal. In some embodiments, the reference signal is a digital waveform. The emission data may either be extracted and reconstructed by the antenna arrangement or obtained as e.g. a database entry submitted by the emitter. [0080] Time stamps of the received signals. The antenna arrangement may mark or stamp the time of the received signals that have been reflected off the object of interest. [0081] A time reference of the emitted electromagnetic waves towards the object of interest, i.e. a time reference of the emission. The receiver may determine the time reference from the recorded, direct signal (i.e. signal transmitted from the emitter directly towards the antenna arrangement/receiver). Alternatively, the emitter may transmit the time reference as supplementary information/data within or in addition to the emitted signal.
[0082] In some embodiments, the antenna arrangement's 1 control circuitry 10 may also be used in conjunction with other signal processing methods known to experts in the field, such as, but not limited to reference signal extraction, digital reference signal reconstruction, utilization of symbol characteristics, signal-embedded time referencing and/or Doppler hypothesis testing. For example, the control circuitry 10 may be configured to develop a number of differently manipulated reference signals that by a standard procedure may contribute to the knowledge of the velocity of the object of interest.
[0083] The estimation of the distance to the object of interest will be further elucidated in reference to the flow chart illustrated
[0084]
[0085] The method 100 comprises obtaining or receiving 101 each of the N output signals from the electronics modules, and computing 102 a sum of cross-correlations (or a generalized cross-correlation) between each output signal and a set of other output signals originating from other corresponding antenna elements. Furthermore, the method 100 comprises determining 103 at least one angle of a direction of arrival of the electromagnetic waves relative to the antenna array based on the computed 102 sum. The computational steps 102, 103 have been described and exemplified in detail with reference to
[0086] Further, in some embodiments, the method 100 comprises filtering the computed 102 sum e.g. to remove clutter. The filtering process/step may be understood as a removal of parts of the computed 102 sum or as a manipulation of the computation 102. In more detail, for the 2D-case (i.e. when the antenna elements are arranged in a 2D-array), the method 100 may comprise determining an elevation angle and an azimuth angle defining the direction of arrival of the electromagnetic waves relative to the antenna array based on the computed 102 sum. Then, the computed 102 sum is filtered so to remove any part of the computed sum corresponding to a combination of elevation angles and azimuth angles for elevation angles that are below a threshold value. In other words, the method 100 may comprise a step of removing any part of the second function (see equations 8 and 9 above) corresponding to a combination of elevation and azimuth angles that reside within at least one domain. The combination of elevation and azimuth angles that reside within at least one domain may correspond to elevation angles below a threshold value.
[0087] In particular, for aircraft applications, signals that originate from the direction of the ground surface (most likely clutter) may effectively be suppressed by removing any part of the computed sum corresponding to a combination of elevation angles and azimuth angles for elevation angles that are below a threshold value.
[0088] Moving on, the method 105 may further comprise a channel summation 105 step in order to obtain an SNR-improved and time referenced sum signal for enabling a distance estimation to the object of interest. In more detail, the method 100 may comprise delaying 106 (or offsetting in time) each output signal individually based on the determined direction of arrival (i.e. based on the determined 103 angle(s)) and an antenna geometry (i.e. based on the position of each corresponding antenna element's in the antenna array). The delay or offset 106 process provides a synchronization of the output signals. Further, the method 100 may comprise summing 107 the delayed or offset signals in order to obtain an SNR-improved sum signal and extracting 108 a time reference of the sum signal.
[0089] Further, the method 100 comprises obtaining positional data 20 of one or more emitters arranged to emit electromagnetic waves, including waves propagating towards an object of interest, where the positional data is indicative of a position of the emitter. In some embodiments, the positional data 20 may be in the form of a time series of time-referenced position and velocity data of one or more emitters potentially emitting electromagnetic waves towards the object of interest. The method 100 may further comprise obtaining emission data associated with at least one emitter, where the emission data comprises waveform information of the emitted electromagnetic waves towards the object of interest, and where the waveform information defines a reference signal. In other words, the method 100 may further comprise obtaining or receiving emission data 21 associated with the emitter(s), the emission data 21 comprising waveform information of the emitted electromagnetic waves in order to form a reference signal. The method 100 may further comprise obtaining a time reference 22 related to the emitted electromagnetic waves towards the object of interest.
[0090] Further, the method 100 comprises computing 109 a function by either one of: [0091] Cross-correlating each output signal with the reference signal in order to obtain a set of N first signals and offsetting the first signal(s) based on the determined direction of arrival and the position of the antenna element associated with the output signal. [0092] Cross-correlating the sum signal (obtained from the channel summation 105) with the reference signal;
[0093] In other words, one may utilize the channel summation (in which the output signals first have been individually offset) or one may account for the time delay of each signal obtained from the cross-correlation of each output signals with the reference signal. It should be noted that this embodiment may be combined with the embodiments related to the omission of cross-correlation with the output signals originating from neighbouring antenna elements.
[0094] Further, the method comprises determining 110 a distance to the object of interest based on the time reference of the sum signal, the time reference of the emitted electromagnetic waves, the positional data 20, the determined 103 direction of arrival, and the computed 109 function. In more detail, the distance to the object of interest may be calculated from Equation (16) below.
[0095] Here, r denotes the distance [m], indices/indexes e, r, and t represent the emitter, receiver and object of interest, respectively. Moreover, ?.sub.et denotes the angle between the bearings towards the emitter and the object of interest as seen from the receiver. Thus, r.sub.et is the distance between the emitter and object of interest, while r.sub.et+r.sub.rt is a sum of unknowns but can be estimated by registering the time delay. Executable instructions for performing these functions are, optionally, included in a non-transitory computer-readable storage medium or other computer program product configured for execution by one or more processors.
[0096] The present disclosure has been presented above with reference to specific embodiments. However, other embodiments than the above described are possible and within the scope of the disclosure. Different method steps than those described above, performing the method by hardware or software, may be provided within the scope of the disclosure. Thus, according to an exemplary embodiment, there is provided a non-transitory computer-readable storage medium storing one or more programs configured to be executed by one or more processors of a control device, the one or more programs comprising instructions for performing the method according to any one of the above-discussed embodiments. Alternatively, according to another exemplary embodiment a cloud computing system can be configured to perform any of the methods presented herein. The cloud computing system may comprise distributed cloud computing resources that jointly perform the methods presented herein under control of one or more computer program products.
[0097] Generally speaking, a computer-accessible medium may include any tangible or non-transitory storage media or memory media such as electronic, magnetic, or optical mediae.g., disk or CD/DVD-ROM coupled to computer system via bus. The terms tangible and non-transitory, as used herein, are intended to describe a computer-readable storage medium (or memory) excluding propagating electromagnetic signals, but are not intended to otherwise limit the type of physical computer-readable storage device that is encompassed by the phrase computer-readable medium or memory. For instance, the terms non-transitory computer-readable medium or tangible memory are intended to encompass types of storage devices that do not necessarily store information permanently, including for example, random access memory (RAM). Program instructions and data stored on a tangible computer-accessible storage medium in non-transitory form may further be transmitted by transmission media or signals such as electrical, electromagnetic, or digital signals, which may be conveyed via a communication medium such as a network and/or a wireless link.
[0098] It should be noted that the word comprising does not exclude the presence of other elements or steps than those listed and the words a or an preceding an element do not exclude the presence of a plurality of such elements. It should further be noted that any reference signs do not limit the scope of the claims, that the disclosure may be at least in part implemented by means of both hardware and software, and that several means or units may be represented by the same item of hardware.
[0099] Although the figures may show a specific order of method steps, the order of the steps may differ from what is depicted. In addition, two or more steps may be performed concurrently or with partial concurrence. Such variation will depend on the software and hardware systems chosen and on designer choice. All such variations are within the scope of the disclosure. Likewise, software implementations could be accomplished with standard programming techniques with rule-based logic and other logic to accomplish the various connection steps, processing steps, comparison steps and decision steps. The above mentioned and described embodiments are only given as examples and should not be limiting to the present disclosure. Other solutions, uses, objectives, and functions within the scope of the disclosure as claimed in the below described patent embodiments should be apparent for the person skilled in the art.