Patent Application
20210311156
Embodiments of the present invention relate, in general, to direction finding and more particularly to interferometry direction finding using captured and stored IQ data.
Direction finding (DF), or radio direction finding (RDF), is the measurement of the direction from which a received signal was transmitted. This can refer to radio or other forms of wireless communication, including radar signals detection and monitoring. By combining the direction information from two or more suitably spaced receivers (or a single mobile receiver), the source of a transmission may be located via triangulation. Radio direction finding is used in the navigation of ships and aircraft, to locate emergency transmitters for search and rescue, for tracking wildlife, and to locate illegal or interfering transmitters and the like.
One technique for RDF uses the pseudo-doppler effect. This technique is a phase-based DF method that produces a bearing estimate to the transmitter based on the received signal by measuring the doppler shift induced on the signal by sampling around the elements of a circular array. The original method used a single antenna that physically moved in a circle, but the modern approach uses a multi-antenna circular array with each antenna sampled in succession.
Another principle of DF is correlative interferometry. The basic principle of the correlative interferometer lies in comparing measured phase differences. The different phases in a single signal are obtained from a dual antenna system of known configuration.
In each case, RDF begins with the selection, or detection, of a signal. As the signal transmits, these and other techniques can be used to identify a relative bearing to the signal's source. Unfortunately, once the signal ceases so too does the ability to find its location.
At any point of time and at any location an observation of the radio frequency spectrum includes a plethora of signals. The observed spectrum also includes a vast amount of noise. A need exists to capture and store wideband radio frequency data and from that data and at a later point of time, identify a signal of interest and the location of that signal's transmission. These and other deficiencies of the prior art are addressed by one or more embodiments of the present invention.
Additional advantages and novel features of this invention shall be set forth in part in the description that follows, and in part will become apparent to those skilled in the art upon examination of the following specification or may be learned by the practice of the invention. The advantages of the invention may be realized and attained by means of the instrumentalities, combinations, compositions, and methods particularly pointed out in the appended claims.
Signal bearing information using captured historical radio frequency data is achieved using as few as two receivers and a plurality of commutating antennas. According to one embodiment of the present invention a method for determination signal bearing information using historical data begins with capturing and storing, on a non-transitory storage media, wideband IQ data streams. Such data streams are received at two or more receivers in which a first receiver is coupled to a reference antenna and a second receiver is commutatively coupled to a plurality of commutating antennas. These antennas are configured in a known orientation with respect to the reference antenna.
From the non-transitory storage media, a stream of wideband IQ data is retrieved and directed to the first receiver. A second, identical, stream of wideband IQ data is directed to the second receiver. Both data streams are for a select period of time. The process continues by identifying within each wideband IQ data stream a common signal of interest. This signal of interest includes a center frequency.
The common signal of interest is thereafter synchronously sampled over an acquisition interval by each receiver. The signal is sampled by one receiver at a single antenna, also referred to herein as a reference antenna. Synchronously, the signal is sampled by the second receiver at each of a plurality of commutating antennas. Lastly a bearing to the common signal is identified from observed and measured phase differences.
The method described above can also include, in other embodiments, storing, on the non-transitory storage media, an antenna commutation rate for the plurality of commutating antennas coupled to, and associated with, the second receiver. Another aspect of the invention is that the antenna commutation rate is synchronized with the captured IQ data stream.
During the methodology describe above, each receiver is set to the center frequency and at the same sampling rate. This rate helps define the acquisition interval, as the duration of the acquisition interval is based on a complete cycle of the plurality of antennas at a set commutation rate.
An additional, alternative, step in the methodology described above includes converting the captured wideband IQ data streams into a digital image having a plurality of pixels arranged in a rectilinear grid wherein one or more pixels of the plurality of pixels are positive return pixels and identifying groups of positive return pixels as the common signal of interest.
Similarly, the method can include extracting narrowband IQ signal components from the wideband IQ data streams based on select time and frequency envelope parameters and thereafter storing, on the non-transitory storage media, extracted narrowband IQ signal components. These components can thereafter become the basis or source of the common signal of interest rather than from the wideband IQ data stream.
Synchronizing the wideband IQ data stream captured from each receiver and ascertaining a fixed relative phase difference between the first receiver and the second receiver another feature of the present invention.
In another embodiment of the present invention, a system for determination signal bearing information using historical data includes a first receiver communicatively coupled to a reference antenna configured to capture a first wideband IQ data stream and a second receiver commutatively coupled to a plurality of commutating antennas configured in a known orientation with respect to the reference antenna configured to capture a first wideband IQ data stream. The system further includes a non-transitory storage media configured to store the first wideband IQ data stream received at the first receiver and the second wideband IQ data stream second receiver, and a processor communicatively coupled to a non-transitory computer-readable storage medium that embodies one or more programs of instruction executable by the processor.
One program of instructions direct the processor to retrieve, for a select period of time and from the non-transitory storage media, a first wideband IQ data stream associated with the first receiver and the second wideband IQ data stream associated with the second receiver. The instructions continue by causing the processor to identify within each the wideband IQ data stream a common signal of interest wherein the signal of interest includes a center frequency. Instructions are also included to synchronously sample for an acquisition interval by the first receiver and the second receiver, the common signal in the first wideband IQ data stream and the second wideband IQ data stream. From these samples the instructions cause the processor to measure phase differences in the common signal sampled by the first receiver at the reference antenna and by the second receiver at each of the commutating antennas. These measurements of phase differences enable the processor to identify a bearing to the common signal of interest.
The non-transitory storage media described above, is further configured, according to another embodiment, to store an antenna commutation rate for the plurality of commutating antennas commutatively coupled to the second receiver. Data including the commutation rate and orientation of the antennas enable the processor to determine a bearing to the signal of interest.
In other versions of the present invention the instructions that direct the processor include instructions for synchronizing the antenna commutation rate with the captured second wideband IQ data stream captured from the second receiver as well as instructions for setting the first receiver to the center frequency and at a sampling rate and setting the second receiver to the center frequency and the sampling rate.
The program of instructions, in yet another embodiment, can include instructions for basing a duration of the acquisition interval on a complete cycle of the plurality of antennas at a set commutation rate. The instructions can also direct the processor, in another embodiment, to convert the captured wideband IQ data streams into a digital image having a plurality of pixels arranged in a rectilinear grid wherein one or more pixels of the plurality of pixels are positive return pixels and identifying groups of positive return pixels as the common signal of interest.
The processor can further extract narrowband IQ signal components from the wideband IQ data streams based on select time and frequency envelope parameters and thereafter store, on the non-transitory storage media, extracted narrowband IQ signal components. From these extracted narrowband IQ signals components, the common signal of interest can be selected rather than from the wideband IQ data stream.
Another feature of the invention are instructions directing the processor to synchronize the wideband IQ data stream captured from the first receiver with the wideband IQ data stream captured from the second receiver and to ascertain a fixed relative phase difference between the first receiver and the second receiver. These and other features of the invention are described below in the detailed description.
The features and advantages described in this disclosure and in the following detailed description are not all-inclusive. Many additional features and advantages will be apparent to one of ordinary skill in the relevant art in view of the drawings, specification, and claims hereof. Moreover, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes and may not have been selected to delineate or circumscribe the inventive subject matter; reference to the claims is necessary to determine such inventive subject matter.
The aforementioned and other features and objects of the present invention and the manner of attaining them will become more apparent, and the invention itself will be best understood, by reference to the following description of one or more embodiments taken in conjunction with the accompanying drawings, wherein:
The Figures depict embodiments of the present invention for purposes of illustration only. Like numbers refer to like elements throughout. In the figures, the sizes of certain lines, layers, components, elements or features may be exaggerated for clarity. One skilled in the art will readily recognize from the following discussion that alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles of the invention described herein.
Wideband Radio Frequency (RF) In-phase and Quadrature modulated (IQ) data is captured and collected simultaneously by two or more receivers and thereafter stored in a non-transitory storage media. At least one of the receivers is commutatively associated with plurality of antennas configured in a known, predetermined orientation. A second receiver, in one embodiment, is associated with a single reference antenna with a known location relative to the commutated antennas. At any point of time during data collection, the antenna which is collecting the data is known and recorded. Note, data is being collected at one of the commutated antennas and at the single reference antenna concurrently. Meta data is also collected and stored.
Data collected through the commutation of antennas and through the reference antenna is synchronized using a common time stamp such as a pulse from a global positioning satellite, is physically piped in, uses an internal reference clock of a SDR/WBT, or the like. The commutation is also synchronized with the receivers so that either receiver can infer the commutated antenna position at any point in time.
After collection, the data is examined to identify a signal of interest. Upon synchronizing the data streams as associated with a now common signal of interest, a phase in the signal can be measured as observed at each commutated antenna and compared to the same signal phase received at the reference antenna associated. Thereafter the phase differences associated with each commutated antenna/reference antenna pair can be compared with the phase difference determined at each other commutated antenna/reference antenna pair. With a known antenna configuration, cycling between each antenna in the plurality of commutated antennas, and with multiple phase difference determinations, an unambiguous bearing to the signal of interest can be determined.
Embodiments of the present invention are hereafter described in detail with reference to the accompanying Figures. Although the invention has been described and illustrated with a certain degree of particularity, it is understood that the present disclosure has been made only by way of example and that numerous changes in the combination and arrangement of parts can be resorted to by those skilled in the art without departing from the spirit and scope of the invention.
The following description with reference to the accompanying drawings is provided to assist in a comprehensive understanding of exemplary embodiments of the present invention as defined by the claims and their equivalents. It includes various specific details to assist in that understanding but these are to be regarded as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted for clarity and conciseness.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the singular forms “a,” “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. Thus, for example, reference to “a component surface” includes reference to one or more of such surfaces.
As used herein any reference to “one embodiment” or “an embodiment” means that a particular element, feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment. The appearances of the phrase “in one embodiment” in various places in the specification are not necessarily all referring to the same embodiment.
As used herein, the terms “comprises,” “comprising,” “includes,” “including,” “has,” “having” or any other variation thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, article, or apparatus that comprises a list of elements is not necessarily limited to only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Further, unless expressly stated to the contrary, “or” refers to an inclusive or and not to an exclusive or. For example, a condition A or B is satisfied by any one of the following: A is true (or present) and B is false (or not present), A is false (or not present) and B is true (or present), and both A and B are true (or present).
The terms and words used in the following description and claims are not limited to the bibliographical meanings, but, are merely used by the inventor to enable a clear and consistent understanding of the invention. Accordingly, it should be apparent to those skilled in the art that the following description of exemplary embodiments of the present invention are provided for illustration purpose only and not for the purpose of limiting the invention as defined by the appended claims and their equivalents.
By the term “substantially” it is meant that the recited characteristic, parameter, or value need not be achieved exactly, but that deviations or variations, including for example, tolerances, measurement error, measurement accuracy limitations and other factors known to those of skill in the art, may occur in amounts that do not preclude the effect the characteristic was intended to provide.
As used herein, the following terms are understood to have the meaning:
Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the specification and relevant art and should not be interpreted in an idealized or overly formal sense unless expressly so defined herein. Well-known functions or constructions may not be described in detail for brevity and/or clarity.
It will be also understood that when an element is referred to as being “on,” “attached” to, “connected” to, “coupled” with, “contacting”, “mounted” etc., another element, it can be directly on, attached to, connected to, coupled with or contacting the other element or intervening elements may also be present. In contrast, when an element is referred to as being, for example, “directly on,” “directly attached” to, “directly connected” to, “directly coupled” with or “directly contacting” another element, there are no intervening elements present. It will also be appreciated by those of skill in the art that references to a structure or feature that is disposed “adjacent” another feature may have portions that overlap or underlie the adjacent feature.
Spatially relative terms, such as “under,” “below,” “lower,” “over,” “upper” and the like, may be used herein for ease of description to describe one element or feature's relationship to another element(s) or feature(s) as illustrated in the figures. It will be understood that the spatially relative terms are intended to encompass different orientations of a device in use or operation in addition to the orientation depicted in the figures. For example, if a device in the figures is inverted, elements described as “under” or “beneath” other elements or features would then be oriented “over” the other elements or features. Thus, the exemplary term “under” can encompass both an orientation of “over” and “under”. The device may be otherwise oriented (rotated 90 degrees or at other orientations) and the spatially relative descriptors used herein interpreted accordingly. Similarly, the terms “upwardly,” “downwardly,” “vertical,” “horizontal” and the like are used herein for the purpose of explanation only unless specifically indicated otherwise.
Wideband RF data streams are captured in a raw IQ format using a plurality of commutating antennas associated with one receiver as well as with a reference antenna associated with another receiver. Once stored and synchronized, IQ data can later be retrieved and analyzed. In one embodiment, a common signal is identified within each stored data stream and synchronously sampled over an acquisition interval as captured by each receiver. Using interferometry, phase differences are measured between each commutating antenna associated with one receiver and the reference antenna associated with the other receiver. The resulting phase differences are used to determine a relative bearing to the common signal.
The present invention stores pre-demodulated data allowing a user to identify and select a signal of interest using as few as two channels. With the present invention there is no requirement to know in advance which signal is of interest. The present invention enables a user to look backward after an event or occurrence and determine which signals may be informative and, using software defined radios and collected data, determine the bearing from which that newly identified signal of interest originated. With two more systems of the present invention in place at known locations, Time Distance of Arrival (TDOA) and/or trilateration can be employed to determine a historical point of origin of the signal.
Turning attention back to
In one embodiment of the present invention each receiver is phase relatable to the other receiver, not phase coherent. Phase coherent receivers use a common local oscillator so that the tuning circuit is using the same reference signal. Phase relatable receivers use different local oscillators. The present invention recognizes differences in the local oscillator output and relates them to each other as if they were phase coherent.
An object of the present invention is to determine phase differences in received signals between a reference antenna 108 and a plurality of antenna 112 associated with a second receiver 110. Various geometric configurations that drive favorable results are contemplated by the present invention. While the depictions herein include 5 antenna positioned at the vertexes of a pentagon with the reference antenna located in the geometric center of the pentagon, other configurations are equally suitable. The minimal requirement is that the configuration of the antennas 112 of the second receiver 110 and each antenna's position relative to the reference antenna 108 is known. Indeed, in one embodiment of the present invention a compass is embedded in the system to provide accurate relative bearings and positions of the configured antennas.
As wideband RF IQ data is received, either through the reference antenna 108 associated with the first receiver 105 or through the commutating antennas 112 associated with the second receiver 110, the data streams are stored in a non-transitory storage media 130. Various types of non-transitory storage media suitable to store wideband RF IQ data are well known to one of reasonable skill in the relevant art.
Along with the collected data streams, metadata regarding the data is collected and stored. Metadata such as time stamps, commutating schedules, commutating rate, etc. are associate with each data stream to enable the data to be synchronized.
A processor 140, capable of executing instructions embodied as code, stored on non-transitory storage medium 150, directs the collections and storage of information as well as subsequent processing. In one embodiment the non-transitory storage media 130 housing the collected wideband RF IQ data streams and the non-transitory storage medium 150 housing instructions embodied as code executable by the processer are distinct, while in other embodiments the are share the same physical space yet separate the data and instructions logically. In other direction-finding applications a processor 140 would have many phase-coherent channels so antennas could be independently connected to independent channels. In one embodiment of the present invention a first channel is assigned to a fixed reference antenna, while the secondary channel is commutated in strict time though a sequence of five (a plurality of) antennas. This commutation is not used for Doppler processing as in some other DF antenna heads, but as independent phase interferometer baselines.
Lastly, the system includes a user interface 160 to enable users to control the collection and storage of data as well as presentation of information based on post-collection processing.
One aspect of the present invention is the ability to capture raw wideband RF IQ data, later identify a signal of interest and then retrospectively determine the bearing from which that common signal of interest originated. To do so a comparison of signal phase is conducted as the signal arrives at different antenna. In one embodiment the invention uses two receivers to examine the same signal synchronously.
The acquisition interval (the time to complete a cycle of the commutated antennas) is a finite period of time. For the direction-finding analysis to be accurate the common signal of interest during that period must be stable, unchanged, so that the information from each commutated antenna (as compared to the reference antennas) can be correlated forming an unambiguous result. If the number of antennas in increased or if the dwell time on each antenna is increased, thereby increasing the overall acquisition interval, the chance that the signal may change during the acquisition interval increases. However more antennas and/or a longer dwell time at an antenna may yield more accurate results. Thus, the invention may be optimized for certain environments or frequencies, and while the present examples depict 5 antennas in a pentagon like orientation, one of reasonable skill in the art will recognize that other configuration and timing are possible, and indeed contemplated, without departing from the spirit and scope of the present invention.
The present invention uses phase interferometry to determine a relative bearing of a signal source. To better understand this process and how it is applied to the present invention consider the following example as illustrated in
Given the speed that RF signals travel, to make this approach feasible the distances between receivers must be sufficient to measure a time difference. In a small constellation of antennas such as proposed in the present invention, the distance between antennas does not warrant measuring such a minimal time difference in signal reception. However, each signal also includes a phase characteristic.
RF signals include a distinct phase characteristic. The same signal received at the same time would have the same phase characteristic. However, the same signal received at a different point in time would have a different phase characteristic. The phase angle of a signal can be readily measured.
Antenna configuration and spacing can be adjusted based on desired degrees of accuracy and likely frequency encounters.
Recall that the receivers of the present invention are set (related) to the same center frequency and sampling rate and samples from stored data gathered by both receivers are synchronously examined at a baseband, as they share the same reference clock. Since the signals do not share the same local oscillator they are not phase coherent at the RF frequency(ies) of interest. Once tuned however, the receivers are phase-stable relative to one another fixing the phase difference. The present invention accounts for an arbitrary unknown phase difference between the first and second receiver. And since each commutated antennas associated with the second receiver has the same arbitrary phase offset it can be removed from the calculations.
In one embodiment of the present invention data collected by the second receiver is done so with short baselines. The baseline is the distance from each commutating antenna associated with the second receiver and the reference antenna associated with the first receiver. In one embodiment the baselines are less than half of a wavelength for frequencies under 2 GHz. While the design and distance between antenna is arbitrary, one embodiment of the present invention provides a compact, singular device to collect wideband RF IQ data from which a directional bearing can be obtained from historical data.
One feature of the present invention is that the arbitrary phase difference between the first and second receivers is eliminated by differencing each of the five received phase differences with all other interferometer baselines thereby producing 10 virtual baselines.
With reference to
Recall that a received signal at each antenna will have a frequency, amplitude, and phase associated with it. The phase, which varies from 0° to 360°, is not an absolute value (unlike the amplitude and frequency), but is relative to a known, or unknown, reference. Typically, this reference is a local oscillator of the same frequency or another received signal. In this case that reference is in relation to the received signal from another antenna (the reference antenna) allocated a known distance from the first antenna.
There is a relationship between the angel of arrival of the signal and the phase difference between two antennas as previously described. This phase difference between two antennas separated by a known distance will generate two possible directions since there are two locations around the antenna array that can produce a given phase difference. By sampling the phase difference of other antenna pairs, there is sufficient information to determine an unambiguous angle of arrival of the signal.
Recall that each antenna in the antenna array as associated with the second receiver receives the data stream, and thus the signal of interest, at slightly different times during the acquisition interval. These precise time differences must be synchronized with the reference antenna data stream to ensure the phase differences are measured accurately. The phase difference will be different at each of the commutating antenna as will be the ambiguity in the relative direction determination. The aggregate determination however is unambiguous with certainty being relatively consistent.
The resulting coherent signals for the first receiver 615, associated with the reference antenna, and the signal observed at each commutate antenna 620, are averaged 630. Each averaged coherent commuted antenna signal 635 is compared with the averaged reference coherent signal 640 to determine a phase difference vector 650. The vectors are thereafter correlated 660 to identify an unambiguous line of bearing 670 to the signal source.
As an illustration of the present invention consider the following example. Certain events or circumstances carry a likelihood that an occurrence may happen that later warrants detailed scrutiny. A politically charged demonstration, or a public event in which privacy and security is a concern warrants the installation of collection devices to capture and store wideband RF IQ data. Yet prior to the event and even at the event there is no indication of what signals to look for or analyze. For the purpose of this example assume a large political event has been schedule in which a faction has threatened to disrupt the experience. As a precaution several RF IQ data collection devices are installed at known locations. Each device comprises two receivers. A first receiver is associated with, and communicatively coupled to, a single antenna. Wideband RF IQ data collected by this antenna is stored on a non-transitory storage media for the duration of the event. Also associated with the device is a plurality of antennas configured in a known predetermined orientation and commutatively coupled to a second receiver. The distances between each antenna as well the distance from each antenna to the single antenna of the other receiver is known and recorded. The second receiver commutatively cycles between each antenna at a known rate and schedule while collecting the same wideband RF IQ data as by the first receiver.
During the event an explosion occurs. Forensics determine that the explosion was triggered by a short-range transmission of an RF signal of a certain frequency. While cameras of the even recorded the environment, the vast majority of attendees possess a RF device capable of sending the triggering transmission. The present invention enables investigators to turn back the clock and examine the collected wideband RF IQ data to identify the signal or signals of interest that match the RF frequency that triggered the explosive device. Eliminating the other data, the invention synchronizes the common signal(s) of interest on the two data streams and examines the phase angle of the signal as it was recorded on each commutated antenna and the reference antenna. For each recording of the signal on a commutated antenna there is a corresponding recording of the signal on the reference antenna. As the antenna are not collocated, the phase angle of each recording will be slightly different. A difference in phase angle is measured at each antenna pair. Each phase difference produces an ambiguous bearing to the source of transmission. By correlating bearings from each antenna pair an unambiguous bearing to the source of the common signal of interest can be determined. With multiple devices in place a location of the signal source can be determined and cross referenced with video and other data.
One aspect of the present invention is identifying, from stored wideband RF IQ data streams, a signal of interest. In another embodiment of the present invention, data is gathered from the non-transitory storage media and converted into a digital image or snapshot covering a select time interval. This image is represented by a rectilinear grid wherein the grid includes a first and second axis, with each axis having a plurality of axis units. The units define a grid of pixels.
Each pixel in each axis unit of one axis is examined in parallel using, in one embodiment, a graphic processor unit (GPU) to determine whether any pixels exceed a predefined power threshold. Those pixels that exceed the threshold are identified as positive return pixels. By collecting within each axis unit collections of positive return pixels based on a first axis epsilon, groups can be formed. Adjacent groups of positive return pixels are assembled by merging the axis units based on a second axis epsilon. Positive return pixels grouped together according to the first axis epsilon and the second axis epsilon are classified and reported as a signal.
The present invention uses image segmentation as described above to identify a signal of intrest or significant cluster of data. Image segmentation is the process of partitioning a digital image into multiple segments (sets of pixels, also known as image objects). The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze. Image segmentation is typically used to locate objects and boundaries (lines, curves, etc.) in images. More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics.
The process of image segmentation, as described herein, crafts a set of segments that collectively covers the entire image, and/or forms a set of contours extracted from the image. Each of the pixels in a region are similar with respect to some characteristic or computed property, such as color, intensity, or texture. Adjacent regions are significantly different with respect to the same characteristic(s). Region boundaries and edges are closely related, since there is often a sharp adjustment in intensity at the region boundaries. The present invention, in one embodiment, uses image segmentation to identify common signals of interest in the recorded data streams. In other embodiments, signals of interest are first identified and then presented as possible signals of interest. Note that once a signal is identified, the determination of bearing using interferometry must be accomplished using stored IQ data and not a graphical image. Thus, the process of image segmentation is an intermediary independent step, in one embodiment.
As previously described, wideband RF IQ data is captured by two or more receives wherein at least one receiver is commutatively associated with a plurality of antennas of a known, predetermined configuration. In another version of the present invention narrowband IQ data is extracted and stored prior to identification of a signal of interest.
Capturing, extracting and storing narrowband IQ data for later processing enables timely and efficient analysis. As wideband capture of RF IQ data includes noise and non-signal elements, one embodiment of the present invention detects, extracts and stores narrowband IQ signals for later assessment. By transforming a high-volume wideband data stream from each receiver to a collection of smaller narrowband signals with greatly reduced storage and on-board processing requirements, the present invention facilitates the capability to analyze signals of interest in an otherwise denied environment. This aspect of the present invention is a tradeoff from a more robust wideband capture to a more efficient narrowband capture and storage. Each provides signal data characteristics and metadata sufficient to be used for later bearing determination.
The ability to sense important signals of interest in a crowded spectrum has become more and more difficult. As spectrum density grows, understanding what is in your environment at any given time and where those signals are coming from has become increasingly complex. Background characterization and spectrum monitoring requirements have driven the need for complete and precise coverage of the spectrum and accomplishing this with traditional RF acquisition systems can be prohibitively expensive and inefficient. Capturing, extracting and storing narrowband IQ data for later processing enables timely and efficient analysis. As wideband capture of RF information includes noise and non-signal the present invention detects and extracts IQ signals for later assessment. Transforming a high-volume data stream to a collection of smaller narrowband signals with greatly reduced storage and on-board processing requirements facilitates the capability to analyze signals of interest in an otherwise denied environment. Either option, wideband or narrowband captures, can be employed with the present invention.
Direction finding of the present invention can also be combined with Time Distance of Arrival (TDOA) and trilateration. Trilateration is a technique that determines position based on distance information from uniquely identifiable ranging radios. Other systems can determine the origin of a signal using techniques that measure signal differences—differences in received signal strength (RSS), signal angle of arrival (AoA), signal time of arrival (ToA) or signal time difference of arrival (TDoA). By having multiple direction-finding devices collecting data simultaneously and independently determining a relative bearing, a determination can be made as to the point of origin of the signal source. For example, if an array of three direction finding systems of the present invention were installed in a region of interest, each would independently collect wideband RF IQ data and each would independently be able to determine a relative bearing to a select signal. The identified common signal of interest originated from a signal source yet arrived at each location at different times. The differences in the arrival times can be used to identify an area from which the signal originated and combined with the relative bearings of another device a location can be determined.
The process by which to do so starts with the capture and collection of data.
Once captured the wideband RF IQ data streams are stored 720 on a non-transitory storage media along with metadata providing information with respect to its capture. For example, the antenna sequencing, commutative rate, acquisition interval, antenna orientation with respect to each receiver, and the like are stored along with the data streams.
At a later time, the respective data streams are retrieved 730 for examination. The data streams are synchronized and from each data stream a common signal of interest is identified 740. Knowing the commutative rate associated with the second receiver, a sample of the signal of interest is synchronously examined 750 over an acquisition interval. During each acquisition interval a phase difference is measured 760 between each of the commutated antenna associated with the second receiver and the reference antenna associated with the first receiver.
From each phase difference comparison, a relative bearing is determined with each determination including a certain degree of ambiguity. By correlating each relative bearing determination for the plurality of commutating antenna, an unambiguous relative bearing to the common signal of interest can be determined 770, ending 795 the process.
The process of the present invention can be streamlined by first extracting 810 narrowband IQ signals from the wideband data as illustrated in
The flowcharts described above depict examples of the methodology which may be used to determine a relative bearing to a signal source from historical IQ data streams. It will be understood that each block of the flowchart illustrations, and combinations of blocks in the flowchart illustrations, can be implemented by computer program instructions. These computer program instructions may be loaded onto a computer or other programmable apparatus to produce a machine such that the instructions that execute on the computer or other programmable apparatus create means for implementing the functions specified in the flowchart block or blocks. These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable apparatus to function in a particular manner such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means that implement the function specified in the flowchart block or blocks. The computer program instructions may also be loaded onto a computer or other programmable apparatus to cause a series of operational steps to be performed in the computer or on the other programmable apparatus to produce a computer implemented process such that the instructions that execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart block or blocks.
Accordingly, blocks of the flowchart illustrations support combinations of means for performing the specified functions and combinations of steps for performing the specified functions. It will also be understood that each block of the flowchart illustrations, and combinations of blocks in the flowchart illustrations, can be implemented by special purpose hardware-based computer systems that perform the specified functions or steps, or combinations of special purpose hardware and computer instructions.
Some portions of this specification are presented in terms of algorithms or symbolic representations of operations on data stored as bits or binary digital signals within a machine memory (e.g., a computer memory). These algorithms or symbolic representations are examples of techniques used by those of ordinary skill in the data processing arts to convey the substance of their work to others skilled in the art. As used herein, an “algorithm” is a self-consistent sequence of operations or similar processing leading to a desired result. In this context, algorithms and operations involve the manipulation of information elements. Typically, but not necessarily, such elements may take the form of electrical, magnetic, or optical signals capable of being stored, accessed, transferred, combined, compared, or otherwise manipulated by a machine. It is convenient at times, principally for reasons of common usage, to refer to such signals using words such as “data,” “content,” “bits,” “values,” “elements,” “symbols,” “characters,” “terms,” “numbers,” “numerals,” “words”, or the like. These specific words, however, are merely convenient labels and are to be associated with appropriate information elements.
Unless specifically stated otherwise, discussions herein using words such as “processing,” “computing,” “calculating,” “determining,” “presenting,” “displaying,” or the like may refer to actions or processes of a machine (e.g., a computer) that manipulates or transforms data represented as physical (e.g., electronic, magnetic, or optical) quantities within one or more memories (e.g., volatile memory, non-volatile memory, or a combination thereof), registers, or other machine components that receive, store, transmit, or display information.
Wideband RF IQ data is collected at two or more receivers and stored or later analysis. At least one antenna associated with a first receiver serves as a reference antenna while a plurality of other antennas are commutatively coupled to a second receiver. While the figures herein depict a signal reference antenna associate with the first receiver and five antennas associated with the second, the configuration is arbitrary and one of reasonable skill in the art will recognize that the configuration may vary without departing from the scope of the present invention.
Indeed, in another embodiment an array of antennas can be coupled to both receivers and commutatively selected so that at any one-time RF IQ data is received at two different known antenna locations. Upon examination the phase difference between two antenna can be determined but the antenna pairs may differ throughout the sequence.
Upon reading this disclosure, those of skill in the art will appreciate still additional alternative structural and functional designs for a system and a process for determination of relative bearing using historical RF IQ data through the disclosed principles herein. Thus, while particular embodiments and applications have been illustrated and described, it is to be understood that the disclosed embodiments are not limited to the precise construction and components disclosed herein. Various modifications, changes and variations, which will be apparent to those skilled in the art, may be made in the arrangement, operation and details of the method and apparatus disclosed herein without departing from the spirit and scope defined herein.
It will also be understood by those familiar with the art, that the invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof. Likewise, the particular naming and division of the modules, managers, functions, systems, engines, layers, features, attributes, methodologies, and other aspects are not mandatory or significant, and the mechanisms that implement the invention or its features may have different names, divisions, and/or formats. Furthermore, as will be apparent to one of ordinary skill in the relevant art, the modules, managers, functions, systems, engines, layers, features, attributes, methodologies, and other aspects of the invention can be implemented as software, hardware, firmware, or any combination of the three. Of course, wherever a component of the present invention is implemented as software, the component can be implemented as a script, as a standalone program, as part of a larger program, as a plurality of separate scripts and/or programs, as a statically or dynamically linked library, as a kernel loadable module, as a device driver, and/or in every and any other way known now or in the future to those of skill in the art of computer programming. Additionally, the present invention is in no way limited to implementation in any specific programming language, or for any specific operating system or environment. Accordingly, the disclosure of the present invention is intended to be illustrative, but not limiting, of the scope of the invention.
In a preferred embodiment, the present invention can be implemented in software and/or firmware. Software programming code which embodies the present invention is typically accessed by a microprocessor from long-term, persistent storage media of some type, such as a flash drive or hard drive. The software programming code may be embodied on any of a variety of known media for use with a data processing system, such as a diskette, hard drive, CD-ROM, or the like. The code may be distributed on such media or may be distributed from the memory or storage of one computer system over a network of some type to other computer systems for use by such other systems. Alternatively, the programming code may be embodied in the memory of the device and accessed by a microprocessor using an internal bus. The techniques and methods for embodying software programming code in memory, on physical media, and/or distributing software code via networks are well known and will not be further discussed herein.
Generally, program modules include routines, programs, objects, components, data structures and the like that perform particular tasks or implement particular abstract data types. Moreover, those skilled in the art will appreciate that the invention can be practiced with other computer system configurations, including hand-held devices, multi-processor systems, microprocessor-based or programmable consumer electronics, network PCs, minicomputers, mainframe computers, and the like. The invention may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote memory storage devices.
One of reasonable skill will also recognize that portions of the present invention may be implemented on a computing system, such as a personal computer (PC), server, a laptop computer, a notebook computer, a handheld or pocket computer, and/or a server computer.
CPU 901 comprises a suitable processor for implementing the present invention. The CPU 901 communicates with other components of the system via a bi-directional system bus 920 (including any necessary input/output (I/O) controller 907 circuitry and other “glue” logic). The bus, which includes address lines for addressing system memory, provides data transfer between and among the various components. Random-access memory 902 serves as the working memory for the CPU 901. The read-only memory (ROM) 903 contains the basic input/output system code (BIOS)—a set of low-level routines in the ROM that application programs and the operating systems can use to interact with the hardware, including reading characters from the keyboard, outputting characters to printers, and so forth.
Mass storage devices 915, 916 provide persistent storage on fixed and removable media, such as magnetic, optical, or magnetic-optical storage systems, flash memory, or any other available mass storage technology. The mass storage may be shared on a network, or it may be a dedicated mass storage. As shown in
In basic operation, program logic (including that which implements methodology of the present invention described below) is loaded from the removable storage 915 or fixed storage 916 into the main (RAM) memory 902, for execution by the CPU 901. During operation of the program logic, the system 900 accepts user input from a keyboard and pointing device 906, as well as speech-based input from a voice recognition system (not shown). The user interface 906 permits selection of application programs, entry of keyboard-based input or data, and selection and manipulation of individual data objects displayed on the screen or display device 905. Likewise, the pointing device 908, such as a mouse, track ball, pen device, or the like, permits selection and manipulation of objects on the display device. In this manner, these input devices support manual user input for any process running on the system.
The computer system 900 displays text and/or graphic images and other data on the display device 905. The video adapter 904, which is interposed between the display 905 and the system's bus, drives the display device 905. The video adapter 904, which includes video memory accessible to the CPU b, provides circuitry that converts pixel data stored in the video memory to a raster signal suitable for use by a cathode ray tube (CRT) raster or liquid crystal display (LCD) monitor. A hard copy of the displayed information, or other information within the system 900, may be obtained from the printer 917, or other output device.
The system itself communicates with other devices (e.g., other computers) via the network interface card (NIC) 911 connected to a network (e.g., Ethernet network, Bluetooth wireless network, or the like). The system 900 may also communicate with local occasionally connected devices (e.g., serial cable-linked devices) via the communication (COMM) interface 910, which may include a RS-232 serial port, a Universal Serial Bus (USB) interface, or the like. Devices that will be commonly connected locally to the interface 910 include laptop computers, handheld organizers, digital cameras, and the like.
While there have been described above the principles of the present invention in conjunction with a system and associated methodology for determination of a signal bearing using historical wideband RF IQ data, it is to be clearly understood that the foregoing description is made only by way of example and not as a limitation to the scope of the invention. Particularly, it is recognized that the teachings of the foregoing disclosure will suggest other modifications to those persons skilled in the relevant art. Such modifications may involve other features that are already known per se and which may be used instead of or in addition to features already described herein. Although claims have been formulated in this application to particular combinations of features, it should be understood that the scope of the disclosure herein also includes any novel feature or any novel combination of features disclosed either explicitly or implicitly or any generalization or modification thereof which would be apparent to persons skilled in the relevant art, whether or not such relates to the same invention as presently claimed in any claim and whether or not it mitigates any or all of the same technical problems as confronted by the present invention. The Applicant hereby reserves the right to formulate new claims to such features and/or combinations of such features during the prosecution of the present application or of any further application derived therefrom.
The present application relates to and claims the benefit of priority to United States Provisional Patent Application no. 63/006571 filed 7 Apr. 2020 which is hereby incorporated by reference in its entirety for all purposes as if fully set forth herein. The present application is further related to commonly assigned U.S. patent application Ser. Nos. 16/996,322, 17/068,110, 17/068,142, and 17/153,223.
| Number | Date | Country | |
|---|---|---|---|
| 63006571 | Apr 2020 | US |
