The present disclosure relates to a method for characterizing a wideband RF device-under-test (DUT) by means of a narrowband RF source or a narrowband RF receiver. The present disclosure further relates to a system for characterizing a wideband RF receiver as well as a system for characterizing a wideband RF source.
Wideband radio frequency (RF) receivers, such as spectrum analyzers, should measure an RF spectrum over a wide bandwidth as accurately as possible. However, the hardware of a RF receiver can influence the measured spectrum to some degree. Therefore, it is important to know and consider the exact frequency response of a wideband RF receiver to perform accurate measurements. The same is true for wideband RF signal sources, which can also influence a generated signal by their hardware in an unwanted way.
It is therefore important to characterize the frequency response of such wideband RF devices over their entire bandwidth, for example for a calibration of the devices. In particular, it is important to know both the amplitude and the phase response of the wideband RF devices over the entire bandwidth.
Known solutions to characterize a frequency response of an RF device include the use of a power sensor, or a classical channel estimation. However, a power sensor may only characterize the amplitude but not the phase response of the wideband RF device. To perform a classical channel estimation, a reference source or receiver with the same bandwidth as the wideband RF device is required.
However, often only reference sources or receivers with a lower bandwidth than that of the wideband RF devices are available. Trying to compensate for the lower bandwidth of the reference sources or receivers by making multiple measurements may lead to problems coming from the measurement setup. For example, multiple measurements at different frequencies cannot be combined easily, because a phase offset between a wideband RF device and the reference receiver or signal source varies for each measurement.
The document U.S. Pat. No. 9,851,383 B1 discloses a method for performing vector spectral measurements of a radio frequency signal having a repetitive waveform, using a receiver having a frequency span less than a total bandwidth of the RF signal. The method includes capturing multiple frequency segments of the RF signal corresponding to waveforms of the repetitive waveform synchronized to corresponding external triggering, and performing at least one instance of phase stitching and at least one instance of amplitude stitching between adjacent captured frequency segments.
Thus, it is an objective to provide an improved method for characterizing a wideband RF DUT by means of a narrowband RF source or a narrowband RF receiver, an improved system for characterizing a wideband RF receiver as well as an improved system for characterizing a wideband RF source. In particular, the above-mentioned disadvantages should be avoided.
The objective is achieved by the embodiments provided in the enclosed independent claims. Advantageous implementations of the embodiments of the present disclosure are further defined in the dependent claims.
According to a first aspect, the present disclosure relates to method for characterizing a wideband radio frequency device-under-test (RF DUT) by means of a narrowband RF source or a narrowband RF receiver, the method comprising:
This achieves the advantage that both a phase response and an amplitude response of a RF DUT over a wide bandwidth can be characterized efficiently using a reference RF source or receiver with a lower bandwidth. In particular, the phase and amplitude response can be carried out by a single-port measurement and without the need for phase coherency between the reference source or receiver and the RF DUT. Furthermore, no repetitive signal from the wideband RF DUT or the narrowband RF source is required to perform the characterization.
The method may be used to reconstruct a composite complex frequency response of a channel transfer function of the RF DUT, said composite complex frequency response encompassing the amplitude response and the phase response of the DUT over its entire operation bandwidth. In other words, the method re-constructs a “wideband” frequency response from multiple narrowband (sub-band) measurements. The amplitude and phase response of the wideband RF DUT may represent or contain the influence of the DUT on a signal generated or recorded by the DUT due to its inherent properties, in particular the influence of the DUT on the amplitude and/or phase of said signal. This complex frequency response can, thus, be used to calibrate the wideband RF DUT or a system that uses the wideband RF DUT. In particular, the method can also be used to reconstruct multiple combined transfer functions, e.g. RF, baseband generator and baseband analyzer.
The bandwidth to be analyzed may correspond to the entire available bandwidth of the wideband RF DUT or a section thereof. In particular, the at least two overlapping sub-bands have different center frequencies within the bandwidth to be analyzed. The bandwidth of the narrowband RF source or the narrowband RF receiver may correspond to any bandwidth these devices are capable to operate at, e.g. the fully available bandwidth of these devices or a narrower set bandwidth.
The at least two overlapping sub-bands may comprise a plurality of sub-bands, wherein each of this plurality of sub-bands overlaps with its directly adjacent sub-band(s). For instance, each sub-band overlaps at most with one sub-band on each side, i.e. one sub-band on its higher and one sub-band on its lower frequency side.
In an embodiment, the at least two narrowband measurements using the narrowband RF source or the narrowband RF receiver comprise:
For example, the narrowband RF source has baseband I/Q modulation capabilities or analog and phase modulation capabilities. The narrowband RF source might comprise a configurable RF mixer to place the baseband signal at desired center frequencies within the wideband frequency range to be characterized. Likewise, the narrowband RF receiver might have I/Q demodulation capability at desired center frequencies within the wideband frequency range to be characterized.
In an embodiment, the wideband RF DUT is any one of: a wideband RF receiver, a wideband RF transmitter, a wideband RF transceiver, or a wideband RF source. For example, the wideband RF DUT can be a signal generator, a signal analyzer, a spectrum analyzer, or an oscilloscope.
In an embodiment, the response of the wideband RF DUT for each of the at least two overlapping sub-bands is acquired subsequently and stored in a memory.
In particular, said acquired response of the RF DUT for each sub-band comprises the phase response and the amplitude response of the RF DUT for each sub-band. The continuous phase and the continuous amplitude response can then be calculated separately taking into account the phase respectively frequency responses for each sub-band.
The frequency range that corresponds to the combined bandwidth of the at least two overlapping sub-bands may cover the entire selected bandwidth of the wideband RF DUT to be analyzed. This selected bandwidth can be the entire usable bandwidth of the wideband RF DUT.
In an embodiment, when calculating the continuous amplitude response and the continuous phase response of the wideband RF DUT, contributions from at least two of an RF source baseband, an RF receiver baseband, or a common RF path are neglected.
In an embodiment, the method further comprises:
In an embodiment, the calculation of the continuous amplitude response and the continuous phase response of the wideband RF DUT comprises an FFT (fast Fourier transform) operation.
In an embodiment, the method further comprises:
In an embodiment, the step of calibrating the wideband RF DUT comprises adjusting an equalizer and/or a predistortion filter based on the calculated continuous amplitude response and/or the calculated continuous phase response.
According to a second aspect, the present disclosure relates to a system for characterizing a wideband RF receiver, comprising: a narrowband RF source having a lower bandwidth than the wideband RF receiver; the narrowband RF source being configured to forward at least two RF signals to the wideband RF receiver, the at least two RF signals having partially overlapping bandwidths within the bandwidth of the wideband RF receiver; and a processor being configured to analyze a response of the wideband RF receiver to the at least two RF signals; the processor being configured to calculate a continuous amplitude response and a continuous phase response of the wideband RF receiver in a frequency range that corresponds to the combined bandwidths of the at least to RF signals, said calculation making use of the overlap of the bandwidths of the at least two RF signals.
In particular, the at least two RF signals have different center frequencies within the bandwidth of the wideband RF receiver.
In an embodiment, the system further comprises user interface for selecting the bandwidth of the wideband RF receiver to be analyzed.
In an embodiment, the system further comprises a memory, wherein the processor is configured to store the response of the wideband RF receiver to the at least two RF signals in the memory.
According to a third aspect, the present disclosure relates to a system for characterizing a wideband RF source, comprising: a narrowband RF receiver having a lower bandwidth than the wideband RF source; the narrowband RF receiver being configured to acquire at least two signal-sections of an RF signal produced by the wideband RF source, the at least two signal-sections of the RF signal having partially overlapping bandwidths within the bandwidth of the RF signal; and a processor being configured to analyze a response of the narrowband RF receiver to the at least two signal-sections of the RF signal; the processor being configured to calculate a continuous amplitude response and a continuous phase response of the wideband RF source in a frequency range that corresponds to the combined bandwidths of the at least two signal-sections of the RF signal, said calculation making use of the overlap of the bandwidths of the at least two signal-sections of the RF signal.
In particular, the at least two signal-sections of the RF signal have different center frequencies within the bandwidth of the wideband RF source.
In an embodiment, the system comprises a user interface for selecting the bandwidth of the wideband RF source to be analyzed.
In an embodiment, the system comprises a memory, wherein the processor is configured to store the response of the narrowband RF receiver to the at least two signal-sections of the RF signal in the memory.
The above described aspects and implementation forms of the present disclosure will be explained in the following description of specific embodiments in relation to the enclosed drawings, in which:
The method 10 comprises the steps of:
The method 10 can be used to reconstruct a composite complex frequency response of a channel transfer function of the wideband RF DUT. This composite complex frequency response encompasses the continuous amplitude response and/or the continuous phase response of the wideband RF DUT. In other words, the method 10 re-constructs a single continuous “wideband” frequency response, particularly its amplitude and phase components, from multiple narrowband (sub-band) measurements.
The selected bandwidth can be divided 12 into the sub-bands by a controller or processor that receives the selection 11 and controls the narrowband RF source or the narrowband RF receiver. The sub-bands can be chosen such that their frequency range coincides with an available frequency range of the narrowband RF receiver or source.
In particular, the at least two overlapping sub-bands have different center frequencies within the bandwidth to be analyzed and cover different frequency ranges. The selected bandwidth to be analyzed may correspond to the entire available operation bandwidth of the wideband RF DUT or of a section thereof. The selected bandwidth can be divided 12 into the overlapping sub-bands based on a lower modulation bandwidth of the narrowband RF source or the narrowband RF receiver.
In particular, the term narrowband measurement refers to a measurement over the frequency range of the narrowband RF receiver or source.
The acquired response of the DUT for each sub-band may refer to a quantitative measure of the output spectrum (amplitude and/or phase) of the wideband DUT as recorded during the individual measurements with the narrowband RF source or the narrowband RF receiver. Said output spectrum can be subsequently analyzed, e.g. compared to a known spectrum from the narrowband RF source, in order to calculate the amplitude and phase response. The acquired response of the DUT may comprise an amplitude response and a phase response for each of the at least two sub-bands.
The calculated continuous amplitude response and continuous phase response of the wideband RF DUT may represent an influence of the DUT on a signal that is generated or recorded by the wideband RF DUT over the selected bandwidth, said influence being at least partially caused due to inherent properties of the DUT. For example, the amplitude and phase response may represent or contain a “fingerprint” that is imposed by the DUT on a generated or recorded RF signal.
The amplitude/phase response, in particular this “fingerprint”, can be analyzed and/or used to calibrate the wideband RF DUT or a system that uses the wideband RF DUT. Normally, a wideband calibration signal generator or receiver would be required to calibrate a wideband RF DUT over its entire bandwidth. However, with this method 10, a wideband calibration can be carried out with narrowband calibration signal generators or receivers.
In the step of calculating 14 the continuous amplitude response and the continuous phase response of the wideband RF DUT, the overlap of the sub-bands can be exploited in different ways. For example, a deviation between the phases and/or the amplitudes of the frequency responses in the overlapping parts of the sub-bands can be considered and canceled out, resulting in a continuous complex frequency response (continuous amplitude response and continuous phase response) over the frequency range of both sub-bands. Thereby, any frequency or phase deviations between the individual narrowband measurements resulting from the wideband RF DUT itself, e.g. due to its inherent properties, or from the measurement equipment, e.g. from a generator oscillator, can be canceled out.
In particular, since the transfer function of the wideband RF DUT includes a linear phase error due to a changing trigger and phase offset between DUT and narrowband RF source or receiver, the transfer function changes in each narrowband measurement. Hence, the calculation adjusts the linear part of the phase for each narrowband measurement at different center frequency to generate the continuous phase response.
The calculation 14 of the continuous amplitude response and the continuous phase response of the wideband RF DUT may comprise an FFT (fast Fourier transform) operation. In particular, an amplitude stitching and/or a phase stitching operation can be carried out to generate the continuous frequency response, said amplitude stitching and/or a phase stitching taking into account differences between the amplitude/phase responses in the overlapping portions of the sub-bands.
In particular, the algorithm that is carried out during the calculation 14 separates frequency response contributions from at least two of: a signal source baseband, a receiver baseband, and/or a common RF path (i.e. up-mixing at source and down-mixing at receiver). For example, the algorithm assumes that these two parts do not change, and the frequency is shifted in-between.
The algorithm can reconstruct the amplitude and phase response of the wideband RF DUT over the entire measured frequency range, i.e. reconstruct of a “wideband” frequency response from multiple narrowband (sub-band) measurements. The resulting reconstructed frequency response from a plurality of narrowband measurements is equivalent to the result of a single wideband measurement where the RF source or receiver cover the entire bandwidth of the wideband RF device. In particular, the algorithm can provide the response for the RF path while also providing an estimate of the separate source and receiver baseband frequency responses.
In particular, the continuous amplitude response and the continuous phase response are calculated separately.
The calculation of the continuous amplitude and/or phase response can at least partially be based on solving a maximum likelihood estimate. For example, a channel vector which contains the channel from an offset in the sub-band measurements can be decomposed into linear equations, one for the amplitude in logarithmic domain and one for the phase. The calculation of the continuous amplitude response can at least partially be based on an eigenvalue decomposition of the amplitude equation system. Likewise, the calculation of the continuous phase response can at least partially be based on another eigenvalue decomposition of the phase equation system. Thereby, the overlap of the sub-bands is exploited. However, alternative estimation methods other than a maximum likelihood estimate or an eigenvalue decomposition may also be used.
The wideband RF DUT can be any one of or may comprise any one of: a wideband RF receiver, a wideband RF transmitter, a wideband RF transceiver, or a wideband RF source. For example, the wideband RF DUT can be a signal generator, a signal analyzer, a spectrum analyzer, or an oscilloscope.
A user can select 11 the bandwidth of the wideband RF DUT to be analyzed on a user interface.
In contrast to the embodiment shown in
The algorithm that is carried out in order to calculate 14 the continuous amplitude and phase response may also provide the statistical deviation, i.e. a statistical measure of accuracy of the reconstructed continuous amplitude and/or phase response.
The calibration 16 may comprise an equalization of the wideband DUT device, e.g., via calculation of an inverse frequency response and filtering operation of signal source or receiver. In particular, the calibration 16 may comprise an adjusting of an equalizer or of a predistortion filter.
The equalizer or the predistortion filter may be associated with the wideband RF DUT or comprised by the wideband RF DUT. For example, the calibration 16 may comprise performing an equalization or predistortion of a wideband RF signal source or receiver via calculation of an inverse frequency response and filtering operation. In particular, an equalization or predistortion filter set can thereby be adapted based on a center frequency of the narrowband source or receiver.
As shown in
For example, step 21 can be carried out, if the wideband RF DUT is a wideband RF source, and step 22 can be carried out, if the wideband RF DUT is a wideband RF receiver. In particular, the at least two RF signals are forwarded 21 subsequently to the wideband RF DUT. Likewise, the at least two signal-sections can be acquired 22 subsequently by the wideband RF DUT:
In a subsequent sub-step 24, the acquired response can be stored in a memory.
The system 40 comprises a narrowband RF source 41 having a lower bandwidth than the wideband RF receiver 42, wherein the narrowband RF source 41 is configured to forward at least two RF signals to the wideband RF receiver 42, wherein the at least two RF signals have partially overlapping bandwidths within the bandwidth of the wideband RF receiver. The system 10 further comprises a processor 43, which is configured to analyze a response of the wideband RF receiver 42 to the at least two RF signals. The processor 43 is further configured to calculate a continuous amplitude response and a continuous phase response of the wideband RF receiver 42 in a frequency range that corresponds to the combined bandwidths of the at least to RF signals, wherein said calculation making use of the overlap of the bandwidths of the at least two RF signals.
In particular, the wideband RF receiver 42 can be a DUT which is characterized by the system 40. Based on this characterization, the wideband RF receiver 42 can be calibrated. For example, an equalization of the wideband RF receiver 42 can be carried out based on the calculated continuous amplitude response and continuous phase, e.g. via calculation of an inverse frequency response and filtering operation.
The wideband RF receiver 42 may comprise an equalizer filter and/or a predistortion filter. These filters can be adjusted based on the calculated continuous amplitude response and continuous phase response of the wideband RF receiver 42, for instance during such a calibration of the receiver 42.
The narrowband RF source 41 can have baseband I/Q modulation capabilities, or analog and phase modulation capabilities. The narrowband RF source 41 can comprise a configurable RF mixer to place the baseband signal at desired center frequency with the wideband frequency range to be characterized.
The system 40 can further comprise a user interface 45 and/or a memory 44. A user can, for example, select the bandwidth of the wideband RF receiver to be analyzed on the user interface 45. The processor 43 can be configured to store the response of the wideband RF receiver 42 to the at least two RF signals in the memory 44, e.g. for further analysis or use in applications like equalization.
The processor 43 can be configured to process the receiver 42 acquisitions and perform calculations such as FFT operations to determine the continuous amplitude response and a continuous phase response of the wideband RF receiver 42.
The processor 43, the memory 44 and the user interface 45 can be integrated in a computation unit or a control unit of the system 40. The computation/control unit can contain knowledge of the modulation used in the narrowband RF source 41, e.g. I/Q samples or description of modulation waveform, can control the narrowband RF source 41 to set a desired center frequency, can control the wideband RF receiver to capture I/Q samples at a desired center frequency and bandwidth, and can store recorded waveforms for further processing.
For example, the computation/control unit can receive a user input (via the user interface 45) as to the desired frequency response range to be characterized. For example, the user can input a start and stop frequency. The computation/control unit can then calculate (by means of the processor 43) a set of sub-band (narrowband) measurements to be performed to characterize the wideband RF receiver 42 over its entire usable frequency range with a lower modulation bandwidth on the narrowband RF source 41. Therefore, the narrowband RF source may generate a set of RF signals with overlapping center frequencies and bandwidths which are forwarded to the wideband RF receiver 42. The processor 43 can automate a set of acquisitions for each sub-band measurement by sequentially setting the center frequency and bandwidth of the narrowband RF source 41 and store each signal acquisition by the wideband RF receiver 42 in the memory 44 for later processing.
In particular, the signal source and receiver parameterization may be different, e.g. if like in
The system 40 may further comprise a display for visualization of the different amplitude and phase responses (baseband source, baseband receiver, RF path). The display can, for example, be formed by the user interface 45, which can be a touch display.
The system 50 comprises a narrowband RF receiver 52 having a lower bandwidth than the wideband RF source 51, wherein the narrowband RF receiver 52 is configured to acquire at least two signal-sections of an RF signal produced by the wideband RF source 51, wherein the at least two signal-sections of the RF signal have partially overlapping bandwidths within the bandwidth of the RF signal. The system 50 further comprises a processor 53 which is configured to analyze a response of the narrowband RF receiver 52 to the at least two signal-sections of the RF signal. The processor 53 is further configured to calculate a continuous amplitude response and a continuous phase response of the wideband RF source 51 in a frequency range that corresponds to the combined bandwidths of the at least two signal-sections of the RF signal, wherein said calculation making use of the overlap of the bandwidths of the at least two signal-sections of the RF signal.
In particular, the wideband RF source 51 can be a DUT which is characterized by the system 50. Based on this characterization, the wideband RF source 51 can be calibrated. For example, an equalization of the wideband RF source 51 can be carried out based on the calculated continuous amplitude response and continuous phase, e.g. via calculation of an inverse frequency response and filtering operation.
The wideband RF source 51 may comprise an equalizer filter 56 and/or a predistortion filter 57. These filters 56, 57 can be adjusted based on the calculated continuous amplitude response and continuous phase response of the wideband RF source 51, for instance during such a calibration of the source 51.
The narrowband RF receiver 52 can have I/Q de-modulation capabilities at desired center frequencies within the frequency range to be characterized.
The system 50 can further comprise a user interface 55 and/or a memory 54. A user can, for example, select the bandwidth of the wideband RF source 51 to be analyzed on the user interface 55. The processor 53 can be configured to store the response of the narrowband RF receiver 52 to the at least two RF signals-sections in the memory 54, e.g. for further analysis or use in applications like equalization.
The processor 53 can be configured to process the receiver 52 acquisitions and perform calculations such as FFT operations to determine the continuous amplitude response and a continuous phase response of the wideband RF source 51.
The processor 53, the memory 54 and the user interface 55 can be integrated in a computation unit or a control unit of the system 50. The computation/control unit can contain knowledge of the modulation used in the wideband RF source 51, e.g. I/Q samples or description of modulation waveform, can control the wideband RF source 51 to set a desired bandwidth, can control the narrowband RF receiver 52 to capture I/Q samples at desired center frequencies and bandwidths, and can store recorded waveforms for further processing.
For example, the computation/control unit can receive a user input (via the user interface 55) as to the desired frequency response range to be characterized. E.g., the user can input a start and stop frequency. The computation/control unit can then calculate (by means of the processor 53) a set of sub-band (narrowband) measurements to be performed to characterize the wideband RF source 51 over its entire usable frequency range with a lower modulation bandwidth on the narrowband RF receiver 52. Thereby, the narrowband RF receiver 52 may receive a set of RF signal-sections with overlapping center frequencies and bandwidths. The processor 53 can automate a set of acquisitions for each sub-band measurement by sequentially setting the center frequency and bandwidth of the narrowband RF receiver 52 and store each signal acquisition in the memory 54 for later processing.
The system 50 may further comprise a display for visualization of the different amplitude and phase responses (baseband source, baseband receiver, RF path). The display can, for example, be formed by the user interface 55, which can be a touch display.
The systems 40, 50 shown in
The model shown in
Hence, the model according to
All features of all embodiments described, shown and/or claimed herein can be combined with each other.
Number | Name | Date | Kind |
---|---|---|---|
5521943 | Dambacher | May 1996 | A |
6091940 | Sorrells | Jul 2000 | A |
6542722 | Sorrells | Apr 2003 | B1 |
6931373 | Bhaskar | Aug 2005 | B1 |
9362934 | Kahmen | Jun 2016 | B2 |
9544070 | Bratfisch | Jan 2017 | B2 |
9634695 | Subrahmaniyan Radhakrishnan | Apr 2017 | B1 |
9810716 | Cirillo | Nov 2017 | B2 |
9851383 | Barich | Dec 2017 | B1 |
10088554 | Cirillo | Oct 2018 | B2 |
10382160 | Kiihne | Aug 2019 | B2 |
10547490 | Lagler | Jan 2020 | B1 |
10567093 | Buchwald | Feb 2020 | B1 |
10585120 | Cirillo | Mar 2020 | B2 |
10862516 | Chiang | Dec 2020 | B1 |
11075786 | Shattil | Jul 2021 | B1 |
11346869 | Schoeller | May 2022 | B2 |
20040116083 | Suzuki | Jun 2004 | A1 |
20050175111 | Dhaene | Aug 2005 | A1 |
20090092177 | Dvorak | Apr 2009 | A1 |
20120161749 | Sternberg | Jun 2012 | A1 |
20130064325 | Kilambi | Mar 2013 | A1 |
20130141160 | Ohkawara | Jun 2013 | A1 |
20130243121 | Bai | Sep 2013 | A1 |
20130346005 | Cirillo | Dec 2013 | A1 |
20140347126 | Laporte | Nov 2014 | A1 |
20140347132 | Kawasaki | Nov 2014 | A1 |
20160084940 | Cirillo | Mar 2016 | A1 |
20180059142 | Cirillo | Mar 2018 | A1 |
20200028476 | Kim | Jan 2020 | A1 |
20200382147 | Menkhoff | Dec 2020 | A1 |
20210215789 | Hu | Jul 2021 | A1 |
20210234547 | van den Heuvel | Jul 2021 | A1 |
20210275056 | Mcmahon | Sep 2021 | A1 |
20220045774 | Steffens | Feb 2022 | A1 |
20220128608 | Schoeller | Apr 2022 | A1 |