CN106130568A - A kind of demodulation analysis method processed based on dual pathways parallel data - Google Patents

A kind of demodulation analysis method processed based on dual pathways parallel data Download PDF

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Publication number
CN106130568A
CN106130568A CN201610353302.6A CN201610353302A CN106130568A CN 106130568 A CN106130568 A CN 106130568A CN 201610353302 A CN201610353302 A CN 201610353302A CN 106130568 A CN106130568 A CN 106130568A
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data
signal
dual pathways
analysis method
processed based
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CN201610353302.6A
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Chinese (zh)
Inventor
王健
苏勇辉
丁鹏
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China Electronics Technology Instruments Co Ltd CETI
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China Electronics Technology Instruments Co Ltd CETI
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Priority to CN201610353302.6A priority Critical patent/CN106130568A/en
Publication of CN106130568A publication Critical patent/CN106130568A/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/0003Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain
    • H04B1/0007Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at radiofrequency or intermediate frequency stage
    • H04B1/0021Decimation, i.e. data rate reduction techniques
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/0003Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain
    • H04B1/0007Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at radiofrequency or intermediate frequency stage
    • H04B1/0017Digital filtering
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/0003Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain
    • H04B1/0028Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at baseband stage
    • H04B1/0039Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at baseband stage using DSP [Digital Signal Processor] quadrature modulation and demodulation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/0003Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain
    • H04B1/0028Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at baseband stage
    • H04B1/0042Digital filtering
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/0003Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain
    • H04B1/0028Software-defined radio [SDR] systems, i.e. systems wherein components typically implemented in hardware, e.g. filters or modulators/demodulators, are implented using software, e.g. by involving an AD or DA conversion stage such that at least part of the signal processing is performed in the digital domain wherein the AD/DA conversion occurs at baseband stage
    • H04B1/0046Decimation, i.e. data rate reduction techniques

Abstract

The present invention proposes a kind of demodulation analysis method processed based on dual pathways parallel data, platform based on spectrum analyzer, completed to carry the I/Q data of dual pathways parallel processing to ARM interface by FPGA, then realize demodulating data analysis at ARM end, and show radio frequency collection of illustrative plates, audio volume control, audible spectrum.What the present invention proposed uses the demodulation analysis method processed based on dual pathways parallel data, radio frequency collection of illustrative plates, audio volume control, audible spectrum can be generated simultaneously, and radio frequency collection of illustrative plates uses different data paths from audio volume control, audible spectrum, both resolution bandwidths and sample rate arrange separate not interfereing with each other, and user can be from the quality of multiple dimension comprehensive assessment modulated signals.

Description

A kind of demodulation analysis method processed based on dual pathways parallel data
Technical field
The present invention relates to signal processing field, particularly to a kind of demodulation analysis side processed based on dual pathways parallel data Method.
Background technology
The demodulation of analogue signal mainly has two ways, and one is to utilize demodulation hardware to demodulate, as special signal demodulates Device.But the modules such as demodulator are all realized by analog circuit, there is aging, the warm drift of analog device etc. and show in analog processing circuit As, bandwidth switching uncertainty, scale fidelity and gain uncertainty equal error can be brought to measurement, it is impossible to ensure measurement Stability and concordance.
The method of main flow is analogue signal demodulation and the analysis method of numeral at present.Digitized analogue signal demodulation method FPGA is mainly utilized to coordinate ARM end to complete the down coversion of intermediate-freuqncy signal, filtering extraction, FFT.The signal entering into intermediate frequency is first First passing through A/D converter and realize the analog digital conversion of signal, digital signal generates I, Q two-way base band through the process of down conversion module Signal.I, Q signal carry out down-sampled rate through multirate digital filter, and the extraction ratio of digital filter is according to different demodulation bands Width is configured.I, Q signal are carried out a series of process such as envelope detection, frequency discrimination, FFT, generates the radio frequency of demodulated signal Collection of illustrative plates, audio volume control, audible spectrum, and show, calculate demodulated signal parameter, as percentage modulation modulation rate, modulation are lost simultaneously True etc..
The data that radio frequency collection of illustrative plates, audio volume control, audible spectrum use are through same group of digital filter, so three's divides Resolution bandwidth is consistent with sample rate.In order to obtain best demodulation result, demonstrate audio volume control, audible spectrum, just need Resolution bandwidth and the sample rate of wanting stationary digital wave filter are optimum, and user wishes to regulate the resolution bandwidth of radio frequency collection of illustrative plates Testing modulated signal, change resolution bandwidth influences whether audio volume control, audible spectrum comprehensively, and resolution bandwidth is the least can be by Demodulated signal filters so that audio volume control, audible spectrum can not show demodulated signal;Resolution bandwidth too conference makes interference signal Entering, interference tones waveform and audible spectrum, this contradiction brings very big inconvenience to demodulation analysis.
Summary of the invention
The present invention propose a kind of based on dual pathways parallel data process demodulation analysis method, solve the technical problem that be as What shows demodulation result the most intuitively, galore, user-friendly.
The technical scheme is that and be achieved in that:
A kind of demodulation analysis method processed based on dual pathways parallel data, platform based on spectrum analyzer, by FPGA Complete to carry the I/Q data of dual pathways parallel processing to ARM interface, then realize demodulating data analysis at ARM end, and display is penetrated Frequently collection of illustrative plates, audio volume control, audible spectrum.
Alternatively, intermediate-freuqncy signal initially enters frequency overlapped-resistable filter, filters the frequency signal producing aliasing, then adopts through AD Sample is converted into digital signal, and the data quantified through AD are input to FPGA, utilize Digital Down Converter Module by signal decomposition for I and Q component, I/Q data is divided two-way again, respectively through two groups of different decimation filters filtering, is finally sent in ARM by FPGA.
Alternatively, the resolution bandwidth of radio frequency collection of illustrative plates and audible spectrum is arranged is separate: arrange radio frequency collection of illustrative plates Resolution bandwidth correspondence controls the extraction ratio of the first decimation filter, and the resolution bandwidth correspondence arranging audible spectrum controls second The extraction ratio of decimation filter.
Alternatively, described two groups of I/Q data enter ARM Hou Fen tri-road and process simultaneously, generate radio spectrum, sound respectively Frequently waveform, audible spectrum.
Alternatively, first group of I/Q data is directly done FFT, and generate radio-frequency chart modal data after detection or interpolation, use Signal spectrum before test demodulation.
Alternatively, FFT count and coefficient adjust accordingly according to the resolution bandwidth of user setup.
Alternatively, second group of I/Q data is used to demodulate and generate audio volume control and audible spectrum to AM signal and FM signal.
Alternatively, if AM signal, first I/Q data is done envelope detection, divide because the signal after envelope detection contains direct current Amount, therefore need every directly going DC component, ultimately generate AM audio volume control;
To doing FFT, detection or interpolation through envelope detection with every straight signal, generate AM audible spectrum.
Alternatively, if FM signal, first the ratio arctangent cp cp operation to IQ component, obtains instantaneous phase value, to instantaneous Phase value is differentiated, and tries to achieve the phase contrast of former and later two sampled points according to sampled data before and after I, Q two-way, then during divided by sampled point Between be spaced and i.e. can get original modulated signal;
FM audio signal after demodulation is done FFT, detection or interpolation, generates FM audible spectrum.
The invention has the beneficial effects as follows:
(1) radio frequency collection of illustrative plates, audio volume control, audible spectrum can be generated simultaneously;
(2) and radio frequency collection of illustrative plates and audio volume control, audible spectrum use different data paths, both resolution bandwidths and Sample rate arranges separate not interfereing with each other;
(3) user can be from the quality of multiple dimension comprehensive assessment modulated signals.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing In having technology to describe, the required accompanying drawing used is briefly described, it should be apparent that, the accompanying drawing in describing below is only this Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to Other accompanying drawing is obtained according to these accompanying drawings.
Fig. 1 is the theory diagram of a kind of demodulation analysis method processed based on dual pathways parallel data of the present invention.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Describe, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments wholely.Based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under not making creative work premise Embodiment, broadly falls into the scope of protection of the invention.
The demodulation of analogue signal experienced by and demodulates from application specific demodulator of PM signal PM, carries out digital solution to by FPGA, DSP The evolution adjusted.At present carry out the method for digital demodulation by FPGA, DSP to have that display interface is directly perceived the most not comprehensively, operate The shortcomings such as complexity.Show demodulation result the most intuitively, galore, user-friendly present invention mainly solves Technical problem.
The invention provides a kind of demodulation analysis method processed based on dual pathways parallel data, generation can be calculated simultaneously Radio frequency collection of illustrative plates, audio volume control, audible spectrum, and the resolution bandwidth of radio frequency collection of illustrative plates and sample rate arrange and audio volume control, audio frequency The resolution bandwidth of frequency spectrum and sample rate arrange separate not interfereing with each other, and user can be from multiple dimension comprehensive assessment modulation letter Number quality.
The method platform based on spectrum analyzer of the present invention, is completed to carry the I/Q data of dual pathways parallel processing by FPGA To the interface of ARM, then realize demodulating data analysis at ARM end by software.The demodulation of analogue signal is broadly divided into analysis Two parts work: FPGA portion obtains the I/Q data of dual pathways parallel processing, and ARM part calculates modulation parameter, and shows radio frequency Collection of illustrative plates, audio volume control, audible spectrum.
As it is shown in figure 1, intermediate-freuqncy signal initially enters frequency overlapped-resistable filter, filter the frequency signal producing aliasing, then warp AD sampling is converted into digital signal.The data quantified through AD are input to FPGA, utilize Digital Down Converter Module by signal decomposition For I and Q component, I/Q data is divided two-way again, respectively through two groups of different decimation filters filtering, is finally sent into ARM by FPGA In.It is separate that the resolution bandwidth of radio frequency collection of illustrative plates and audible spectrum is arranged: arrange the resolution bandwidth pair of radio frequency collection of illustrative plates Should control the extraction ratio of the first decimation filter 1, the resolution bandwidth correspondence arranging audible spectrum controls the second decimation filter 2 Extraction ratio, thus can avoid the conflict of radio frequency collection of illustrative plates and audible spectrum.
Two groups of I/Q data enter ARM Hou Fen tri-road and process simultaneously, generate radio spectrum, audio volume control, audio frequency respectively Frequency spectrum.
First group of I/Q data is directly done FFT, and generates radio-frequency chart modal data after detection or interpolation, be used for testing solution Signal spectrum before tune.Count and the coefficient of FFT adjust accordingly according to the resolution bandwidth of user setup.
AM signal and FM signal are demodulated and generate audio volume control and audible spectrum uses second group of I/Q data.
If AM signal, first I/Q data is done envelope detection, i.e.Because the signal after envelope detection contains directly Flow component, therefore need every directly going DC component, ultimately generate AM audio volume control.To doing through envelope detection with every straight signal FFT, detection or interpolation, generate AM audible spectrum.The audible spectrum that can set according to user with coefficient of counting of FFT Resolution bandwidth adjusts accordingly.
If FM signal, according to the ultimate principle of FM demodulation, first the ratio arctangent cp cp operation to IQ component, obtains instantaneous Phase value, i.e. phase demodulation:Instantaneous phase value is differentiated, before before and after I, Q two-way, sampled data is tried to achieve The phase contrast of latter two sampled point, i.e. difference, more i.e. can get original modulated signal divided by sampled point time interval.After demodulation FM audio signal do FFT, detection or interpolation, generate FM audible spectrum.
The demodulation analysis method processed based on dual pathways parallel data of the present invention is permissible while generating three collection of illustrative plates Calculate each modulation parameter, such as carrier power, modulation rate, percentage modulation modulation distortion, harmonic distortion etc..
The present invention proposes to use the demodulation analysis method processed based on dual pathways parallel data, can generate radio-frequency chart simultaneously Spectrum, audio volume control, audible spectrum, and radio frequency collection of illustrative plates and audio volume control, audible spectrum use different data paths, both point Resolution bandwidth and sample rate arrange separate not interfereing with each other, and user can be from the matter of multiple dimension comprehensive assessment modulated signals Amount.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all essences in the present invention Within god and principle, any modification, equivalent substitution and improvement etc. made, should be included within the scope of the present invention.

Claims (9)

1. the demodulation analysis method processed based on dual pathways parallel data, it is characterised in that based on spectrum analyzer flat Platform, by FPGA complete carry dual pathways parallel processing I/Q data to ARM interface, then realize demodulating data analysis at ARM end, And show radio frequency collection of illustrative plates, audio volume control, audible spectrum.
2. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 1, it is characterised in that intermediate frequency is believed Number initially enter frequency overlapped-resistable filter, filter the frequency signal producing aliasing, be then converted into digital signal through AD sampling, pass through The data that AD quantifies are input to FPGA, and utilizing Digital Down Converter Module is I and Q component by signal decomposition, and I/Q data divides two-way again, Respectively through two groups of different decimation filters filtering, finally sent in ARM by FPGA.
3. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 2, it is characterised in that radio-frequency chart It is separate for composing with the setting of the resolution bandwidth of audible spectrum: arrange the corresponding control first of resolution bandwidth of radio frequency collection of illustrative plates The extraction ratio of decimation filter, the resolution bandwidth correspondence arranging audible spectrum controls the extraction ratio of the second decimation filter.
4. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 2, it is characterised in that described two Group I/Q data enters ARM Hou Fen tri-road and processes simultaneously, generates radio spectrum, audio volume control, audible spectrum respectively.
5. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 4, it is characterised in that to first Group I/Q data directly does FFT, and generates radio-frequency chart modal data after detection or interpolation, the signal frequency before testing demodulation Spectrum.
6. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 5, it is characterised in that FFT becomes Count and the coefficient that change adjust accordingly according to the resolution bandwidth of user setup.
7. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 4, it is characterised in that use the Two groups of I/Q data demodulate and generate audio volume control and audible spectrum to AM signal and FM signal.
8. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 7, it is characterised in that if AM Signal, first does envelope detection to I/Q data, because the signal after envelope detection contains DC component, therefore needs every directly going direct current to divide Amount, ultimately generates AM audio volume control;
To doing FFT, detection or interpolation through envelope detection with every straight signal, generate AM audible spectrum.
9. the demodulation analysis method processed based on dual pathways parallel data as claimed in claim 7, it is characterised in that if FM Signal, first the ratio arctangent cp cp operation to IQ component, obtains instantaneous phase value, differentiates instantaneous phase value, according to I, Q two Before and after road, sampled data tries to achieve the phase contrast of former and later two sampled points, more i.e. can get raw modulation divided by sampled point time interval Signal;
FM audio signal after demodulation is done FFT, detection or interpolation, generates FM audible spectrum.
CN201610353302.6A 2016-05-19 2016-05-19 A kind of demodulation analysis method processed based on dual pathways parallel data Pending CN106130568A (en)

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CN109870608A (en) * 2019-02-18 2019-06-11 中电科仪器仪表有限公司 A kind of digital phosphor frequency spectrum analysis method based on CPU+GPU framework
CN110261821A (en) * 2019-07-18 2019-09-20 中电科仪器仪表有限公司 One kind demodulating relevant time difference estimation method and device based on information

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Cited By (4)

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Publication number Priority date Publication date Assignee Title
CN109870608A (en) * 2019-02-18 2019-06-11 中电科仪器仪表有限公司 A kind of digital phosphor frequency spectrum analysis method based on CPU+GPU framework
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Application publication date: 20161116