WO2016145723A1 - River flow speed measuring method and system based on gnss-r technology - Google Patents

River flow speed measuring method and system based on gnss-r technology Download PDF

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WO2016145723A1
WO2016145723A1 PCT/CN2015/077832 CN2015077832W WO2016145723A1 WO 2016145723 A1 WO2016145723 A1 WO 2016145723A1 CN 2015077832 W CN2015077832 W CN 2015077832W WO 2016145723 A1 WO2016145723 A1 WO 2016145723A1
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gnss
signal
frequency
reflected
direct
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PCT/CN2015/077832
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French (fr)
Chinese (zh)
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白伟华
孙越强
杜起飞
王先毅
孟祥广
柳聪亮
王冬伟
吴迪
李伟
蔡跃荣
吴春俊
赵丹阳
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中国科学院空间科学与应用研究中心
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01PMEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P5/00Measuring speed of fluids, e.g. of air stream; Measuring speed of bodies relative to fluids, e.g. of ship, of aircraft
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/88Radar or analogous systems specially adapted for specific applications
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S19/00Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/01Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
    • G01S19/13Receivers
    • G01S19/14Receivers specially adapted for specific applications

Definitions

  • the invention relates to the field of remote sensing technology, in particular to a method and a system for measuring river flow rate based on GNSS-R technology.
  • GNSS Global Navigation Satellite Positioning System
  • the Global Navigation Satellite Positioning System is a collection of all global navigation satellite systems and their enhanced systems, including the established US GPS, the Russian GLONASS, the European Union's GALILEO, and China's Beidou navigation system.
  • GNSS not only provides powerful tools for navigation and mapping, but also for applications in ocean measurement.
  • Some researchers have found that GNSS Reflected signals can be received and utilized, thus opening up a new field of research - GNSS-R technology, and emerging GNSS-R ocean remote sensing based on this technology.
  • GNSS-R Global Navigation Satellite Systems Reflections
  • GNSS reflection signal remote sensing technology is a new type of remote sensing technology that has emerged since the 1990s.
  • the technology uses the navigation satellite L-band signal as the transmission source, and receives the GNSS signals reflected by different targets such as ocean and land through the receiver on the shore-based, airborne and on-board receiving platforms, and finally realizes the extraction of geophysical parameters.
  • the detection method based on GNSS-R remote sensing technology belongs to passive remote sensing method, and its working mode is to transmit and receive dual (multi) base radar mode, which has the following outstanding advantages:
  • the detection system is not required to actively transmit the detection signal, and the heterogeneous observation mode is adopted, and the globally shared navigation constellation is used as the transmission source.
  • GNSS-R remote sensing technology has a large number of signal sources.
  • China's Beidou system, GPS, Galileo and GLONASS can all be used as signal sources for GNSS-R remote sensing technology.
  • the system has low equipment complexity and is easy to use.
  • GNSS-R remote sensing can be performed at any time within 24 hours a day, and is not affected by bad weather conditions such as cloudy nights, fog, wind and rain.
  • NASA Langli Research Center carried out airborne experiments using GNSS-R for wind farm remote sensing, which proved that the GNSS-R signal normalized correlation power can be used to invert the sea surface wind field.
  • the wind speed accuracy of the GNSS-R wind measurement technology can reach ⁇ 2.0m/s
  • the wind direction is ⁇ 20°
  • the sea surface height accuracy can reach 5cm.
  • GNSS-R remote sensing technology has also been applied in remote sensing technology such as soil moisture, eddy current, tidal level and sea ice, and has obtained a lot of research results.
  • the ultimate goal of conducting GNSS-R research is to implement on-board applications.
  • the British National Space Center launched a 680-kilometer polar-pole UK-DMC disaster detection satellite.
  • the on-board GNSS-R receiver equipment successfully received GPS signals from the ocean, snow and ice, and land reflections. The feasibility of the on-board GNSS-R ocean wind field detection is preliminarily verified.
  • NASA National Aeronautics and Space Administration
  • ESA European Space Agency
  • CYGNSS Code Global Navigation Satellite System
  • PARIS IoD Passive Reflectometry and interferometry System in-Orbit Demonstrator
  • the present invention provides a method for measuring a river flow rate based on GNSS-R technology, comprising at least the following steps:
  • Step 1) performing down-conversion and sampling on the received direct signal and the reflected signal
  • Step 2) processing the received direct signal to obtain a tracking frequency, a pseudorange, and a carrier phase observation value of the direct signal;
  • Step 3) Perform data screening on the GNSS satellite reflected signals that can be received, select the GNSS satellite reflected signals that meet the conditions, and then use the tracking frequency of the direct signals obtained in step 2) as the local reference frequency, using the open loop tracking method. Processing the selected GNSS satellite reflected signals to obtain the residual phase of the reflected signals of the respective GNSS satellites;
  • Step 4) Inverting the river flow velocity by using the residual phase output values of the reflected signals of the respective eligible GNSS satellites obtained in step 3) in combination with the pseudorange and carrier phase observations obtained in step 2).
  • step 3 the GNSS satellite reflected signal to be selected needs to satisfy the following three conditions:
  • the specular reflection point is within the coverage area of the reflective antenna
  • the effective tracking time is between 100s and 1000s.
  • processing the reflected signal of any GNSS satellite includes: generating a local replica in-phase signal and a quadrature signal by using a tracking frequency of the direct signal as a reference frequency, and the in-phase signal and After the quadrature signals are coherently integrated with the reflected signals, the four-phase phase detector is used to output the residual phase in [- ⁇ , ⁇ ].
  • the step 4) further includes:
  • Step 401 performing the following step 402) - step 404) on the residual phase obtained by processing the reflected signals of the respective GNSS satellites selected in step 3), until all the GNSS satellite reflection signals have been After the processing, step 405);
  • Step 402 performing Fourier transform on the time domain residual phase data of the GNSS satellite reflected signal selected in step 3), obtaining a spectrum map, analyzing the low frequency component region in the spectrum map, and obtaining the maximum value thereof to obtain the maximum Low frequency component frequency;
  • Step 403 using the pseudorange and carrier phase observation of the direct signal obtained in step 2) for accurate positioning, obtaining the precise position of the platform load; calculating the GNSS position by using the precise ephemeris of the GNSS satellite; and calculating the platform load according to the previous calculation Calculating the elevation angle of the GNSS satellite in the center-of-center coordinate system of the receiver carrier by the geometric relationship between the precise position and the GNSS position;
  • Step 404 according to the maximum low frequency component frequency obtained in step 402) and the geometric elevation angle obtained in step 403), the average flow velocity of the target river during the time period is inverted, and the flow velocity observation value is obtained; the calculation formula is as follows:
  • V flow f flow ⁇ c/(cos(el) ⁇ f GNSS )
  • V flow is the river flow rate
  • c is the speed of light
  • el is the elevation angle of the GNSS satellite
  • f GNSS is the carrier frequency of the GNSS signal
  • the invention also provides a river flow rate measuring system based on GNSS-R technology, which comprises: direct signal antenna, reflected signal antenna, multi-channel intermediate frequency sampler, direct signal processing subsystem, reflected signal processing subsystem, flow rate product Data processing subsystem;
  • the direct signal collected by the direct signal antenna and the reflected signal collected by the reflected signal antenna are down-converted and sampled by a multi-channel intermediate frequency sampler, and then the direct signal is transmitted to the direct signal processing subsystem, and the reflected signal is transmitted to the reflection.
  • Signal processing subsystem ;
  • the direct signal processing subsystem processes the received direct signal by using a closed-loop tracking method to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference for the open-loop tracking of the reflected signal Frequency, pseudorange and carrier phase are prepared for post processing to obtain the exact position and speed of the receiver carrier;
  • the reflected signal processing subsystem performs data screening on the GNSS satellite reflected signals that can be received, selects the GNSS satellite reflected signals that meet the conditions, and then uses the tracking frequency of the direct signals output by the direct signal processing subsystem as the local reference frequency. , using an open loop tracking method to process the reflected signals of each visible GNSS satellite;
  • the flow rate product data processing subsystem inverts the river flow rate using the residual phase output value output by the reflected signal processing subsystem.
  • the method and system of the present invention only need to receive single-frequency GNSS signals, and is applicable to all current GNSS signals, including signals of navigation systems such as GPS, Beidou and Galileo, and has the advantages of wide application range;
  • the method and system of the invention are suitable for remote sensing observation of all-weather river flow rates on shore and airborne, and the algorithm is simple and rapid, and can realize high-precision measurement of river surface velocity in a short time.
  • Figure 1 is a schematic diagram of the principle of inversion of river flow by residual phase spectrum analysis
  • Figure 2 is a specific implementation step of the method of the present invention.
  • FIG. 3 is a flow chart of inverting river flow rate from the residual phase of a reflected signal in the method of the present invention
  • FIG. 4 is a general block diagram of a GNSS-R technology detecting river flow rate device of the present invention
  • Figure 5 is a schematic diagram of the flight path of the Zhengzhou airborne GNSS-R river remote sensing test on May 30, 2014;
  • Figure 6 is a GPS satellite azimuth and elevation starry sky map
  • FIG. 7 is a schematic diagram showing changes in residual phase with time after open-loop tracking of a reflected signal; wherein FIG. 7(a) is a reflected signal power I 2 +Q 2 , and FIG. 7( b ) is a residual phase change with time;
  • Fig. 8 is a diagram showing the result of phase spectrum analysis of the residual signal of the reflected signal.
  • FIG 1 is a schematic diagram of an application scenario for measuring river flow rate. It can be seen from the figure that the signal transmitted by the GNSS satellite is received by a receiver in a receiver carrier (such as the aircraft in Figure 1) operating above the river. To implement the method of the present invention, the receiver needs to acquire two types of signals: a direct signal, a reflected signal.
  • the direct signal refers to a signal of a visible GNSS satellite that can be directly received;
  • the reflected signal refers to a signal that is received after the GNSS signal is reflected by a reflective surface (land surface or water surface).
  • These two types of signals are received by two antennas respectively and will receive
  • the antenna of the direct signal is called a direct antenna
  • the antenna that receives the reflected signal is called a reflective antenna.
  • the direct antenna is vertically erected toward the zenith, and the reflective antenna is vertically erected downward.
  • the direct antenna is implemented by a right-handed circularly polarized antenna
  • the reflective antenna is implemented by a left-handed circularly polarized antenna.
  • the river flow rate can be calculated. The principle is explained below.
  • the direct signal received by the direct antenna can be expressed as:
  • the amplitude and frequency of the received direct signal at time t are denoted as A d (t) and f d (t)
  • the navigation message is D d (t)
  • C d (t) is the direct signal
  • the code is divided into multiple modulation codes, and ⁇ d0 is the phase of the direct signal at the initial time.
  • the frequency f d (t) of the direct signal at time t can be further expressed as;
  • f 0 represents the frequency at which the GNSS signal itself is transmitted
  • f T (t) represents the Doppler frequency of the GNSS satellite due to motion
  • f R (t) represents the Doppler frequency due to the motion of the receiver carrier
  • f a (t) represents the Doppler frequency that is added during the propagation of the signal in the ionosphere and the atmosphere.
  • the Doppler frequency f R (t) caused by the motion of the receiver carrier is decomposed into a horizontal Doppler frequency f RH caused by the receiver moving velocity V H parallel to the reflecting surface.
  • the vertical Doppler frequency f RV caused by the vertical velocity V V of the reflecting surface, the frequency of the direct signal represented by the equation (2) at time t can be further rewritten as:
  • the reflected signal received by the reflective antenna can be expressed as:
  • u r (t) C r (t) ⁇ D r (t) ⁇ A r (t) ⁇ cos(2 ⁇ f r (t) ⁇ r0 ) (4)
  • the amplitude and frequency of the received reflected signal are A r (t) and f r (t)
  • the navigation message is D r (t)
  • C r (t) is the C/A modulation of the direct signal.
  • the code, ⁇ r0 is the phase of the reflected signal at the initial moment.
  • the frequency of the reflected signal at time t can be further expressed as:
  • f flow (t) represents the Doppler frequency due to the river reflection panel velocity (ie the flow rate of the river to be measured), due to the specular reflection principle (see Figure 1), the reflection caused by the receiver carrier motion perpendicular to the reflector surface
  • the Doppler frequency of the signal is opposite to the Doppler frequency of the direct signal (see equation (3) and equation (5), the opposite of the operator before f RV (t) in the two equations).
  • the direct and reflected signal path delays are small due to the low platform height, so the direct and reflected signals can be considered to have the same Doppler frequency f a (t) due to the atmosphere and the ionosphere.
  • the reflected signal u r (t) is correlated and the resulting coherent integration result in T(1ms) is:
  • n time t n ⁇ t ⁇ t n + T
  • sinc (x) sin (x) / x
  • ⁇ f n is the average frequency difference between the received reflection and the direct signal in the time t n ⁇ t ⁇ t n + T:
  • ⁇ n is the initial phase difference at which the phase of the reflected signal and the local phase are received at time t n . with The noise of the I and Q channels when tracking the receiver.
  • the output residual phase of the GNSS-R receiver can be obtained from the previously obtained coherent integration results I and Q signals.
  • arctan 2 represents the four-image phase detector
  • ⁇ C is the phase 180° flipping caused by the modulation code (the C/A frequency modulated by the GPS L1 signal position is 1.023MHz, and the frequency of the Beidou B1I signal modulation is 2.046MHz)
  • ⁇ D is the phase 180° flipping caused by the navigation message modulation (50Hz for the L1 signal message of the GPS and 500Hz for the B1I signal of the Beidou), all of which belong to the high frequency component and have a fixed frequency, so It does not affect the detection of river flow rates.
  • V flow f flow ⁇ c/(cos(el) ⁇ f GNSS ) (10)
  • V flow is the river flow rate
  • c is the speed of light
  • el is the elevation angle of the GNSS satellite
  • f GNSS is the carrier frequency of the GNSS signal.
  • Step 1) performing down-conversion and sampling on the received direct signal and the reflected signal
  • the sampling rate of the sampling operation needs to conform to the Nyquist theorem.
  • the sampling rate is 16.368 MHz;
  • Step 2) processing the received direct signal to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference frequency for the open-loop tracking of the reflected signal, and the pseudorange and the carrier phase are Post-processing to prepare the receiver carrier for precise position and speed;
  • the direct signal processing can be implemented by the closed loop tracking method in the prior art
  • Step 3) Perform data screening on the GNSS satellite reflected signals that can be received, select the GNSS satellite reflected signals that meet the conditions, and then use the tracking frequency of the direct signals obtained in step 2) as the local reference frequency, using the open loop tracking method. Processing the selected GNSS satellite reflected signals to obtain the residual phase of the reflected signals of the respective GNSS satellites;
  • the GNSS satellite reflected signal to be selected needs to satisfy the following three conditions:
  • the specular reflection point is within the coverage area of the reflective antenna
  • the effective tracking time is within a certain range of values; in one embodiment, the effective tracking time is 500 s (corresponding to a frequency domain minimum frequency resolution of 0.002 Hz), and in other embodiments, the specific tracking event is taken specifically.
  • the value can be modified according to the actual situation, but the recommended time range is between 100s and 1000s.
  • the specific processing process for the reflected signal of any GNSS satellite includes: generating a local replica in-phase signal and a quadrature signal by using the tracking frequency of the direct signal as a reference frequency, and cohering the in-phase signal and the orthogonal signal with the reflected signal respectively After integration, using a four-image phase detector to output the residual phase in [- ⁇ , ⁇ ], in one embodiment, the output phase of the residual phase of the four-image phase detector output is 1 kHz;
  • Step 4) inverting the river flow rate by using the residual phase output value obtained in step 3);
  • the step further includes:
  • Step 4-1) reflecting the signals of each GNSS satellite selected in step 3) (at least one GNSS)
  • the residual phase obtained by the satellite reflected signal is respectively subjected to the following steps 4-2) - step 4-4), until all the GNSS satellite reflected signals have been processed, and then steps 4-5);
  • Step 4-2) performing Fourier transform (FFT) on the phase domain residual phase data selected in step 3), obtaining a spectrogram, analyzing the low frequency component (positive and negative 10 Hz) region in the spectrogram, and obtaining the region thereof.
  • the maximum value gives the maximum low frequency component frequency.
  • Step 4-3) using the pseudorange and carrier phase observation of the direct signal obtained in step 2) for accurate positioning, obtaining the precise position of the platform load; calculating the GNSS position by using the precise ephemeris of the GNSS satellite; The geometric relationship between the precise position of the platform load and the GNSS position calculates the elevation angle of the GNSS satellite in the center of the receiver carrier.
  • Step 4-4) according to the maximum low frequency component frequency obtained in step 4-2) and the geometric elevation angle obtained in step 4-3), the average flow velocity of the target river during the time period is inverted, and the flow velocity observation value is obtained.
  • Step 4-5 averaging or obtaining the median observation values obtained before, and obtaining the final observation.
  • the flow velocity observation obtained in step 4-4) is also the final observation.
  • the present invention also provides a system corresponding to the method.
  • the system includes: a direct signal antenna, a reflected signal antenna, a multi-channel intermediate frequency sampler, a direct signal processing subsystem, and a reflection.
  • a signal processing subsystem a flow rate product data processing subsystem; wherein
  • the direct signal collected by the direct signal antenna and the reflected signal collected by the reflected signal antenna are down-converted and sampled by a multi-channel intermediate frequency sampler, and then the direct signal is transmitted to the direct signal processing subsystem, and the reflected signal is transmitted to the reflection.
  • Signal processing subsystem ;
  • the direct signal processing subsystem processes the received direct signal by using a closed-loop tracking method to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference for the open-loop tracking of the reflected signal Frequency, pseudorange and carrier phase are prepared for post processing to obtain the exact position and speed of the receiver carrier;
  • the reflected signal processing subsystem performs data screening on the GNSS satellite reflected signals that can be received, selects the GNSS satellite reflected signals that meet the conditions, and then uses the tracking frequency of the direct signals output by the direct signal processing subsystem as the local reference frequency.
  • the open-loop tracking method is used to process the reflected signals of each visible GNSS satellite; wherein the specific processing process of the reflected signal of any visible GNSS satellite includes: generating a local replica in-phase signal by using the tracking frequency of the direct signal as a reference frequency And orthogonal signal, the in-phase signal and the quadrature signal are respectively coherently integrated with the reflected signal, and the residual phase in [- ⁇ , ⁇ ] is outputted by the four-image phase detector, and the output rate is 1 kHz;
  • the flow rate product data processing subsystem inverts the river flow rate using the residual phase output value output by the reflected signal processing subsystem.
  • the flight time is 1 hour and 10 minutes and lasts for about 20 minutes over the target area of the Yellow River.
  • two reference stations are assumed at points B and C respectively, and the differential positioning calculation is carried out in combination with the GPS positioning and receiving data on the aircraft.
  • the buoys were set up in the area A to detect the surface water level and the river flow rate of the Yellow River, and used as comparative verification data.
  • the GPS satellite star map in the GNSS-R airborne test is shown in Figure 6.
  • the black straight line in Figure 6 represents the direction of the Yellow River.
  • the different line segments represent the azimuth and elevation of each GPS satellite during the time of the aircraft flying over the target Yellow River. It can be seen from the geometric relationship that the closer the GPS satellite trajectory and the Yellow River strikes to its specular reflection point, the more likely it is to fall in the Yellow River region. Therefore, in the GNSS-R river surface height detection, three satellite data of PRN18, PRN 21 and PRN 24 are selected for processing. .
  • the GPS elevation angle is about the more sensitive to the flow velocity inversion, but it is affected by the antenna beam. The elevation angle is too low. The reflected signal falls below the antenna illumination range, and the received reflection signal power is small.
  • the intermediate height of the PRN24 star was selected for processing analysis.
  • the segment of the residual phase of the PRN24 star reflection signal obtained in the time domain using the open-loop tracking algorithm is shown in Fig. 7.
  • the frequency spectrum obtained by frequency analysis of the phase is shown in Fig. 8, wherein Fig. 7(a) is the reflected signal power I 2 +Q 2 , Fig. 7(b) is the value of the residual phase with time. It can be seen from the figure that the residual phase has some obvious trend (between 12 and 17 seconds), and some regions have a blurred trend (9-12 seconds). Between), so you need to obtain useful information through the frequency analysis of the phase change.
  • the spectrum analysis diagram of the residual phase of the reflected signal is obtained by FFT. As shown in FIG.
  • the frequency distribution in the range of ⁇ 100 Hz is output, wherein a high-energy low-frequency component is visible near the low frequency, and the frequency is -0.3898 Hz.
  • the inversion river flow rate obtained by formula (9) is -0.1471m/s.
  • the negative sign indicates that the river flow velocity direction is directed by the aircraft to the GNSS satellite. Combined with the starry sky map, it can be seen that the flow velocity direction flows from the southwest to the northeast.
  • the average flow velocity of the multiple buoys is 0.1265m/s, and the section of the Yellow River flows from the southwest to the northeast.
  • the GNSS-R open-loop residual phase spectrum analysis method is used to process the airborne GNSS-R experimental data of Henan Shangjie.
  • the river flow velocity obtained by the inversion is compared with the measured data of the in-position buoy.
  • the error is 0.0206m/s, and the flow direction is The measurement results are consistent with the actual ones.
  • This experiment verifies that the GNSS-R open-loop residual phase spectrum analysis method is used to detect the positive velocity of the river. Authenticity and feasibility.

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Abstract

A river flow velocity measuring method base on the GNSS-R technology at least comprises the following steps: down-conversion and sampling are performed on the received direct signals and reflection signals; the received direct signals are processed and the tracking frequency, the pseudo-range and the carrier wave phase observation value of the direct signals are obtained; data screening is performed on the received GNSS satellite reflection signals, eligible GNSS satellite reflection signals are selected, then the tracking frequency of the direct signals is used as a local reference frequency, each selected GNSS satellite reflection signal is processed by using an open-loop tracking method, and the residual phase of each GNSS satellite reflection signal is obtained; and the river flow velocity is inversely solved by using the residual phases output values of each eligible GNSS satellite reflection signal and in combination with the pseudo-range and the carrier wave phase observation value. A river flow velocity measuring system based on the GNSS-R technology is also provided.

Description

一种基于GNSS-R技术的河流流速测量方法与系统Method and system for measuring river flow rate based on GNSS-R technology 技术领域Technical field
本发明涉及遥感技术领域,特别涉及一种基于GNSS-R技术的河流流速测量方法与系统。The invention relates to the field of remote sensing technology, in particular to a method and a system for measuring river flow rate based on GNSS-R technology.
背景技术Background technique
全球卫星导航定位系统(GNSS)是所有全球导航卫星系统及其增强系统的集合,包括已经建成的美国的GPS、俄罗斯的GLONASS、欧盟的GALILEO以及我国的北斗导航系统。作为最具影响和最有实用价值的空间技术成果之一,GNSS不仅为导航定位、测绘等领域提供了强有力的工具,而且在海洋测量方面,应用也得到迅速发展,一些学者发现,GNSS的反射信号是可以被接收并利用的,由此开辟了一个新的研究领域—GNSS-R技术,并产生了以此技术为基础的新兴学科领域—GNSS-R海洋遥感学。The Global Navigation Satellite Positioning System (GNSS) is a collection of all global navigation satellite systems and their enhanced systems, including the established US GPS, the Russian GLONASS, the European Union's GALILEO, and China's Beidou navigation system. As one of the most influential and most practical space technology achievements, GNSS not only provides powerful tools for navigation and mapping, but also for applications in ocean measurement. Some scholars have found that GNSS Reflected signals can be received and utilized, thus opening up a new field of research - GNSS-R technology, and emerging GNSS-R ocean remote sensing based on this technology.
GNSS-R(Global Navigation Satellite Systems Reflections)遥感技术,即GNSS反射信号遥感技术,是20世纪90年代以来逐渐兴起的新型遥感探测技术。该技术利用导航卫星L波段信号为发射源,在岸基、机载和星载接收平台通过接收机接收处理海洋、陆地等不同目标反射的GNSS信号,最终实现地球物理参数的提取。基于GNSS-R遥感技术探测手段属于被动遥感方法,其工作模式为收发双(多)基雷达模式,具有以下突出优点:GNSS-R (Global Navigation Satellite Systems Reflections) remote sensing technology, GNSS reflection signal remote sensing technology, is a new type of remote sensing technology that has emerged since the 1990s. The technology uses the navigation satellite L-band signal as the transmission source, and receives the GNSS signals reflected by different targets such as ocean and land through the receiver on the shore-based, airborne and on-board receiving platforms, and finally realizes the extraction of geophysical parameters. The detection method based on GNSS-R remote sensing technology belongs to passive remote sensing method, and its working mode is to transmit and receive dual (multi) base radar mode, which has the following outstanding advantages:
a.隐蔽性好a. Concealed
不需要探测系统主动发射探测信号,采用异源观测模式,利用全球共享的导航星座为发射源。The detection system is not required to actively transmit the detection signal, and the heterogeneous observation mode is adopted, and the globally shared navigation constellation is used as the transmission source.
b.信号发射源丰富b. Rich signal source
GNSS-R遥感技术具有大量的信号源。我国北斗系统、GPS、Galileo和GLONASS都可以被用来作为GNSS-R遥感技术的信号源。GNSS-R remote sensing technology has a large number of signal sources. China's Beidou system, GPS, Galileo and GLONASS can all be used as signal sources for GNSS-R remote sensing technology.
c.系统的设备复杂度低,使用便捷c. The system has low equipment complexity and is easy to use.
随着GNSS信号接收机不断改进,自动化程度越来越高;接收机体积越来越小,重量越来越轻,极大减轻测量工作者的工作紧张程度和劳动强度。With the continuous improvement of GNSS signal receivers, the degree of automation is getting higher and higher; the receiver is getting smaller and smaller, and the weight is getting lighter, which greatly reduces the work tension and labor intensity of the survey workers.
d.全天候作业d. All-weather operation
GNSS-R遥感探测可在一天24小时内任何时间进行,不受阴天黑夜、起雾刮风和下雨下雪等恶劣天气状况影响。GNSS-R remote sensing can be performed at any time within 24 hours a day, and is not affected by bad weather conditions such as cloudy nights, fog, wind and rain.
基于GNSS-R的上述优势,国内外开展了大量的实验和理论研究: Based on the above advantages of GNSS-R, a large number of experimental and theoretical studies have been carried out at home and abroad:
NASA兰利研究中心在1998年、2000年开展了利用GNSS-R进行风场遥感的机载实验,证明了利用GNSS-R信号归一化相关功率可以反演海面风场。M.Martin-Neria等分别于1997年、2001年、2003年开展的Zeeland-桥I、II、III试验证明了根据GNSS-R反射信号与直射信号之间存在的相对延迟可以用来反演海面高度。目前,利用GNSS-R测风技术的风速精度可以达到±2.0m/s,风向±20°;测量海面高度精度可以达到5cm。GNSS-R遥感技术除了被成功应用于海面风场及高度的遥感探测外,它还在土壤湿度,涡流,潮位、海冰等遥感探测技术中得到应用,并取得大量研究成果。此外,开展GNSS-R研究的最终目标是实现星载应用。2003年10月,英国国家空间中心发射了一颗680公里高的极轨UK-DMC灾难探测卫星,星载GNSS-R接收机设备成功地接收到了来自海洋、冰雪区域以及陆地反射的GPS信号,初步验证了星载GNSS-R海洋风场探测的可行性。更引人注目的是,美国宇航局NASA(National Aeronautics and Space Administration)和欧洲太空局ESA(European Space Agency)正在分别计划实施新的GNSS-R卫星在轨观测计划CYGNSS(Cyclone Global Navigation Satellite System)和PARIS IoD(Passive Reflectometry and interferometry System in-Orbit Demonstrator)。In 1998 and 2000, NASA Langli Research Center carried out airborne experiments using GNSS-R for wind farm remote sensing, which proved that the GNSS-R signal normalized correlation power can be used to invert the sea surface wind field. The Zeeland-Bridge I, II, and III tests conducted by M. Martin-Neria and others in 1997, 2001, and 2003 respectively proved that the relative delay between the GNSS-R reflected signal and the direct signal can be used to invert the sea surface. height. At present, the wind speed accuracy of the GNSS-R wind measurement technology can reach ±2.0m/s, the wind direction is ±20°, and the sea surface height accuracy can reach 5cm. In addition to being successfully applied to sea surface wind field and high-level remote sensing detection, GNSS-R remote sensing technology has also been applied in remote sensing technology such as soil moisture, eddy current, tidal level and sea ice, and has obtained a lot of research results. In addition, the ultimate goal of conducting GNSS-R research is to implement on-board applications. In October 2003, the British National Space Center launched a 680-kilometer polar-pole UK-DMC disaster detection satellite. The on-board GNSS-R receiver equipment successfully received GPS signals from the ocean, snow and ice, and land reflections. The feasibility of the on-board GNSS-R ocean wind field detection is preliminarily verified. More strikingly, NASA (National Aeronautics and Space Administration) and European Space Agency ESA (European Space Agency) are planning to implement the new GNSS-R satellite in-orbit observation program CYGNSS (Cyclone Global Navigation Satellite System) And PARIS IoD (Passive Reflectometry and interferometry System in-Orbit Demonstrator).
值得注意的是,虽然现在GNSS-R技术在海洋、湖泊、陆地和冰雪区域开展了大量的研究,但是针对河流,尤其是针对河流流速的研究尚属空白。It is worth noting that although GNSS-R technology is currently conducting extensive research in the oceans, lakes, land and snow regions, research on rivers, especially for river flow rates, is still blank.
发明内容Summary of the invention
本发明的目的在于发明一种基于GNSS-R技术高精度探测河流流速的装置和方法。It is an object of the present invention to invent an apparatus and method for accurately detecting river flow rates based on GNSS-R technology.
为了实现上述目的,本发明提供了一种基于GNSS-R技术的河流流速测量方法,至少包括以下步骤:In order to achieve the above object, the present invention provides a method for measuring a river flow rate based on GNSS-R technology, comprising at least the following steps:
步骤1)、对所接收的直接信号与反射信号做下变频与采样;Step 1): performing down-conversion and sampling on the received direct signal and the reflected signal;
步骤2)、对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;Step 2): processing the received direct signal to obtain a tracking frequency, a pseudorange, and a carrier phase observation value of the direct signal;
步骤3)、对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以步骤2)所得到的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理所选取的各个GNSS卫星反射信号,得到各个GNSS卫星反射信号的残差相位;Step 3) Perform data screening on the GNSS satellite reflected signals that can be received, select the GNSS satellite reflected signals that meet the conditions, and then use the tracking frequency of the direct signals obtained in step 2) as the local reference frequency, using the open loop tracking method. Processing the selected GNSS satellite reflected signals to obtain the residual phase of the reflected signals of the respective GNSS satellites;
步骤4)、利用步骤3)所得到的各个符合条件GNSS卫星的反射信号的残差相位输出值,结合步骤2)所得到的伪距和载波相位观测值反演河流流速。Step 4) Inverting the river flow velocity by using the residual phase output values of the reflected signals of the respective eligible GNSS satellites obtained in step 3) in combination with the pseudorange and carrier phase observations obtained in step 2).
上述技术方案中,在步骤3)中,所要选取的GNSS卫星反射信号需要同时满足以下3个条件: In the above technical solution, in step 3), the GNSS satellite reflected signal to be selected needs to satisfy the following three conditions:
a.镜面反射点落在目标观测河流上;a. The specular reflection point falls on the target observation river;
b.镜面反射点在反射天线覆盖范围区域内;b. The specular reflection point is within the coverage area of the reflective antenna;
c.有效跟踪时间在100s~1000s之间。c. The effective tracking time is between 100s and 1000s.
上述技术方案中,在步骤3)中,对任一GNSS卫星反射信号的处理包括:以直接信号的跟踪频率作为参考频率,生成本地复制同相信号与正交信号,将所述同相信号与正交信号分别与反射信号做相干积分后,使用四象鉴相器输出在[-π,π]内的残差相位。In the above technical solution, in step 3), processing the reflected signal of any GNSS satellite includes: generating a local replica in-phase signal and a quadrature signal by using a tracking frequency of the direct signal as a reference frequency, and the in-phase signal and After the quadrature signals are coherently integrated with the reflected signals, the four-phase phase detector is used to output the residual phase in [-π, π].
上述技术方案中,所述步骤4)进一步包括:In the above technical solution, the step 4) further includes:
步骤401)、将步骤3)中所选取的各GNSS卫星各时段反射信号经处理后所得到的残差相位分别执行下面的步骤402)—步骤404),直到所有的GNSS卫星反射信号均已被处理后执行步骤405);Step 401), performing the following step 402) - step 404) on the residual phase obtained by processing the reflected signals of the respective GNSS satellites selected in step 3), until all the GNSS satellite reflection signals have been After the processing, step 405);
步骤402)、将步骤3)所选取的GNSS卫星反射信号的时域残差相位数据做傅里叶变化,获取频谱图,分析该频谱图中的低频分量区域,获取其中的最大值,得到最大低频分量频率;Step 402), performing Fourier transform on the time domain residual phase data of the GNSS satellite reflected signal selected in step 3), obtaining a spectrum map, analyzing the low frequency component region in the spectrum map, and obtaining the maximum value thereof to obtain the maximum Low frequency component frequency;
步骤403)、利用步骤2)所得到的直接信号的伪距和载波相位观测量进行精度定位,获取平台载荷的精确位置;利用GNSS卫星的精密星历计算GNSS位置;根据之前计算得到的平台载荷的精确位置与GNSS位置间的几何关系计算GNSS卫星在接收机载体的站心坐标系下的仰角;Step 403), using the pseudorange and carrier phase observation of the direct signal obtained in step 2) for accurate positioning, obtaining the precise position of the platform load; calculating the GNSS position by using the precise ephemeris of the GNSS satellite; and calculating the platform load according to the previous calculation Calculating the elevation angle of the GNSS satellite in the center-of-center coordinate system of the receiver carrier by the geometric relationship between the precise position and the GNSS position;
步骤404)、根据步骤402)得到的最大低频分量频率和步骤403)得到的几何仰角反演目标河流在该时间段内的平均流速,得到流速观测值;计算式如下:Step 404), according to the maximum low frequency component frequency obtained in step 402) and the geometric elevation angle obtained in step 403), the average flow velocity of the target river during the time period is inverted, and the flow velocity observation value is obtained; the calculation formula is as follows:
Vflow=fflow·c/(cos(el)·fGNSS)V flow =f flow ·c/(cos(el)·f GNSS )
其中,Vflow为河流流速,c为光速,el为GNSS卫星的仰角,fGNSS为GNSS信号的载频频率;Where V flow is the river flow rate, c is the speed of light, el is the elevation angle of the GNSS satellite, and f GNSS is the carrier frequency of the GNSS signal;
步骤405)、将之前所获取的多个流速观测值取平均或求中值,获取最终观测量。Step 405): averaging or obtaining a plurality of previously obtained flow velocity observation values to obtain a final observation.
本发明还提供了一种基于GNSS-R技术的河流流速测量系统,该系统包括:直接信号天线、反射信号天线、多通道中频采样器、直接信号处理子系统、反射信号处理子系统、流速产品数据处理子系统;其中,The invention also provides a river flow rate measuring system based on GNSS-R technology, which comprises: direct signal antenna, reflected signal antenna, multi-channel intermediate frequency sampler, direct signal processing subsystem, reflected signal processing subsystem, flow rate product Data processing subsystem;
所述直接信号天线所采集的直接信号与反射信号天线所采集的反射信号均通过多通道中频采样器做下变频与采样,然后将直接信号传输到直接信号处理子系统,将反射信号传输到反射信号处理子系统;The direct signal collected by the direct signal antenna and the reflected signal collected by the reflected signal antenna are down-converted and sampled by a multi-channel intermediate frequency sampler, and then the direct signal is transmitted to the direct signal processing subsystem, and the reflected signal is transmitted to the reflection. Signal processing subsystem;
所述的直接信号处理子系统使用闭环跟踪方法对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;其中,所述跟踪频率作为反射信号开环跟踪的参考频率,伪距和载波相位为后处理获取接收机载体精确位置和速度做准备; The direct signal processing subsystem processes the received direct signal by using a closed-loop tracking method to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference for the open-loop tracking of the reflected signal Frequency, pseudorange and carrier phase are prepared for post processing to obtain the exact position and speed of the receiver carrier;
所述的反射信号处理子系统对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以直接信号处理子系统所输出的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理各个可视GNSS卫星的反射信号;The reflected signal processing subsystem performs data screening on the GNSS satellite reflected signals that can be received, selects the GNSS satellite reflected signals that meet the conditions, and then uses the tracking frequency of the direct signals output by the direct signal processing subsystem as the local reference frequency. , using an open loop tracking method to process the reflected signals of each visible GNSS satellite;
所述的流速产品数据处理子系统利用反射信号处理子系统所输出的残差相位输出值反演河流流速。The flow rate product data processing subsystem inverts the river flow rate using the residual phase output value output by the reflected signal processing subsystem.
本发明的优点在于:The advantages of the invention are:
1、本发明的方法与系统只需接收单频GNSS信号,而且适用于目前所有的GNSS信号,包括GPS、北斗和Galileo等导航系统的信号,具有适用范围广的优点;1. The method and system of the present invention only need to receive single-frequency GNSS signals, and is applicable to all current GNSS signals, including signals of navigation systems such as GPS, Beidou and Galileo, and has the advantages of wide application range;
2、本发明的方法与系统适合应用于岸基和机载的全天候河流流速遥感观测,算法简单快速,可以在较短时间内实现河流水面流速高精度测量。2. The method and system of the invention are suitable for remote sensing observation of all-weather river flow rates on shore and airborne, and the algorithm is simple and rapid, and can realize high-precision measurement of river surface velocity in a short time.
附图说明DRAWINGS
图1是残差相位频谱分析法反演河流流速原理示意图;Figure 1 is a schematic diagram of the principle of inversion of river flow by residual phase spectrum analysis;
图2是本发明方法的具体实现步骤;Figure 2 is a specific implementation step of the method of the present invention;
图3是本发明方法中由反射信号残差相位反演河流流速的流程图;3 is a flow chart of inverting river flow rate from the residual phase of a reflected signal in the method of the present invention;
图4是本发明GNSS-R技术探测河流流速装置的总体框图;4 is a general block diagram of a GNSS-R technology detecting river flow rate device of the present invention;
图5是2014年5月30日郑州机载GNSS-R河流遥感试验飞行轨迹示意图;Figure 5 is a schematic diagram of the flight path of the Zhengzhou airborne GNSS-R river remote sensing test on May 30, 2014;
图6是GPS卫星方位角和仰角星空图;Figure 6 is a GPS satellite azimuth and elevation starry sky map;
图7是反射信号开环跟踪后残差相位随时间变化示意图;其中,图7(a)是反射信号功率I2+Q2,图7(b)是残差相位随时间变化值;7 is a schematic diagram showing changes in residual phase with time after open-loop tracking of a reflected signal; wherein FIG. 7(a) is a reflected signal power I 2 +Q 2 , and FIG. 7( b ) is a residual phase change with time;
图8是反射信号残差相位频谱分析结果示意图。Fig. 8 is a diagram showing the result of phase spectrum analysis of the residual signal of the reflected signal.
具体实施方式detailed description
现结合附图对本发明作进一步的描述。The invention will now be further described with reference to the drawings.
图1为测量河流流速这一应用场景的示意图,从图中可以看出,GNSS卫星发射的信号由一运行在河流上方的接收机载体(如图1中的飞机)中的接收机接收,要实现本发明的方法,该接收机需要采集两种类型的信号:直接信号、反射信号。所述的直接信号是指可直接接收的可视GNSS卫星的信号;所述的反射信号是指GNSS信号经反射表面(陆面或水面)反射后接收的信号。这两种类型的信号分别由两个天线接收,将接收 直接信号的天线称为直接天线,将接收反射信号的天线称为反射天线。直接天线垂直向天顶方向架设,反射天线垂直向下架设。在图1所示的实施例中,直接天线采用右旋圆极化天线实现,反射天线采用左旋圆极化天线实现。Figure 1 is a schematic diagram of an application scenario for measuring river flow rate. It can be seen from the figure that the signal transmitted by the GNSS satellite is received by a receiver in a receiver carrier (such as the aircraft in Figure 1) operating above the river. To implement the method of the present invention, the receiver needs to acquire two types of signals: a direct signal, a reflected signal. The direct signal refers to a signal of a visible GNSS satellite that can be directly received; the reflected signal refers to a signal that is received after the GNSS signal is reflected by a reflective surface (land surface or water surface). These two types of signals are received by two antennas respectively and will receive The antenna of the direct signal is called a direct antenna, and the antenna that receives the reflected signal is called a reflective antenna. The direct antenna is vertically erected toward the zenith, and the reflective antenna is vertically erected downward. In the embodiment shown in FIG. 1, the direct antenna is implemented by a right-handed circularly polarized antenna, and the reflective antenna is implemented by a left-handed circularly polarized antenna.
利用所采集的直接信号与反射信号,能计算出河流流速,下面对其原理进行说明。Using the collected direct and reflected signals, the river flow rate can be calculated. The principle is explained below.
1、直接天线接收到的直接信号可表示为:1. The direct signal received by the direct antenna can be expressed as:
ud(t)=Cd(t)·Dd(t)·Ad(t)·cos(2·π·fd(t)-φd0)  (1)u d (t)=C d (t)·D d (t)·A d (t)·cos(2·π·f d (t)−φ d0 ) (1)
其中,t为时间,所接收的直接信号在t时刻的幅度和频率分别表示为Ad(t)和fd(t),导航电文为Dd(t),Cd(t)为直接信号的码分多地调制码,φd0为初始时刻直接信号的相位。其中直接信号在t时刻的频率fd(t)可进一步表示为;Where t is time, the amplitude and frequency of the received direct signal at time t are denoted as A d (t) and f d (t), the navigation message is D d (t), and C d (t) is the direct signal The code is divided into multiple modulation codes, and φ d0 is the phase of the direct signal at the initial time. The frequency f d (t) of the direct signal at time t can be further expressed as;
fd(t)=f0+fT(t)+fR(t)+fa(t)  (2)f d (t)=f 0 +f T (t)+f R (t)+f a (t) (2)
其中,f0表示GNSS信号本身发射时的频率,fT(t)表示GNSS卫星由于运动引起的多普勒频率,fR(t)表示由于接收机载体运动引起的多普勒频率,fa(t)表示在信号在电离层和大气层传播过程中附加的多普勒频率。Where f 0 represents the frequency at which the GNSS signal itself is transmitted, f T (t) represents the Doppler frequency of the GNSS satellite due to motion, and f R (t) represents the Doppler frequency due to the motion of the receiver carrier, f a (t) represents the Doppler frequency that is added during the propagation of the signal in the ionosphere and the atmosphere.
如图1所示,为了便于后续的分析,将接收机载体运动引起的多普勒频率fR(t)分解为与反射面平行接收机运动速度VH引起的水平多普勒频率fRH和与反射面垂直速度VV引起的垂直多普勒频率fRV,式(2)所表示的直接信号在t时刻的频率可进一步改写为:As shown in Fig. 1, in order to facilitate subsequent analysis, the Doppler frequency f R (t) caused by the motion of the receiver carrier is decomposed into a horizontal Doppler frequency f RH caused by the receiver moving velocity V H parallel to the reflecting surface. The vertical Doppler frequency f RV caused by the vertical velocity V V of the reflecting surface, the frequency of the direct signal represented by the equation (2) at time t can be further rewritten as:
fd(t)=f0+fT(t)+fRH(t)+fRV(t)+fa(t)  (3)f d (t)=f 0 +f T (t)+f RH (t)+f RV (t)+f a (t) (3)
2、反射天线接收到的反射信号可以表示为:2. The reflected signal received by the reflective antenna can be expressed as:
ur(t)=Cr(t)·Dr(t)·Ar(t)·cos(2·π·fr(t)-φr0)  (4)u r (t)=C r (t)·D r (t)·A r (t)·cos(2·π·f r (t)−φ r0 ) (4)
其中,t为时间,所接收的反射信号的幅度和频率为Ar(t)和fr(t),导航电文为Dr(t),Cr(t)为直接信号的C/A调制码,φr0为初始时刻反射信号的相位。其中反射信号在t时刻的频率可进一步表示为:Where t is time, the amplitude and frequency of the received reflected signal are A r (t) and f r (t), the navigation message is D r (t), and C r (t) is the C/A modulation of the direct signal. The code, φ r0 is the phase of the reflected signal at the initial moment. The frequency of the reflected signal at time t can be further expressed as:
fr(t)=f0+fT(t)+fRH(t)-fRV(t)+fflow(t)+fa(t)  (5)f r (t)=f 0 +f T (t)+f RH (t)-f RV (t)+f flow (t)+f a (t) (5)
其中,fflow(t)表示由于河流反射面元速度(即待测量河流流速)引起的多普勒频率,由于镜面反射原理(参见图1),与反射面垂直方向接收机载体运动造成的反射信号的多普勒频率与直接信号的多普勒频率相比符号相反(参见公式(3)和公式(5),两公式中fRV(t)前的运算符相反)。如果在岸基或机载情况下,由于平台高度低,直接和反射信号路径延迟小,所以可以认为直接信号和反射信号由于大气和电离层引起的多普勒频率fa(t)相同。Where f flow (t) represents the Doppler frequency due to the river reflection panel velocity (ie the flow rate of the river to be measured), due to the specular reflection principle (see Figure 1), the reflection caused by the receiver carrier motion perpendicular to the reflector surface The Doppler frequency of the signal is opposite to the Doppler frequency of the direct signal (see equation (3) and equation (5), the opposite of the operator before f RV (t) in the two equations). In the case of shore-based or airborne conditions, the direct and reflected signal path delays are small due to the low platform height, so the direct and reflected signals can be considered to have the same Doppler frequency f a (t) due to the atmosphere and the ionosphere.
3、在之前所得到的直接信号与反射信号的基础上,本发明中采用开环跟踪方法,以直接信号闭环跟踪频率fd(t)为模型参考频率,生成本地复制同相信号 υi(t)=cos(2·π·fd(t))和正交信号υq(t)=cos(2·π·fd(t)),将所述同相信号与正交信号分别与反射信号ur(t)进行相关处理,所得到的在T(1ms)内的相干积分结果为:3. Based on the obtained direct signal and reflected signal, the open loop tracking method is adopted in the present invention, and the direct signal closed-loop tracking frequency f d (t) is used as the model reference frequency to generate a local replica in-phase signal υ i ( t)=cos(2·π·f d (t)) and the quadrature signal υ q (t)=cos(2·π·f d (t)), respectively, the in-phase signal and the quadrature signal are respectively The reflected signal u r (t) is correlated and the resulting coherent integration result in T(1ms) is:
Figure PCTCN2015077832-appb-000001
Figure PCTCN2015077832-appb-000001
Figure PCTCN2015077832-appb-000002
Figure PCTCN2015077832-appb-000002
其中,下标n代表时间tn≤t<tn+T,sinc(x)=sin(x)/x。Δfn是tn≤t<tn+T时间内接收反射和直接信号平均频率差:Wherein, the subscript n represents time t n ≤ t < t n + T, sinc (x) = sin (x) / x. Δf n is the average frequency difference between the received reflection and the direct signal in the time t n ≤ t < t n + T:
Δfn=fr(tn)-fd(tn)=-2·fRV(tn)+fflow(tn)  (8)Δf n =f r (t n )-f d (t n )=-2·f RV (t n )+f flow (t n ) (8)
Δφn是在tn时刻接收反射信号相位和本地相位的初始相位差。
Figure PCTCN2015077832-appb-000003
Figure PCTCN2015077832-appb-000004
为接收机跟踪时I路和Q路的噪声。
Δφ n is the initial phase difference at which the phase of the reflected signal and the local phase are received at time t n .
Figure PCTCN2015077832-appb-000003
with
Figure PCTCN2015077832-appb-000004
The noise of the I and Q channels when tracking the receiver.
由之前得到的相干积分结果I与Q路信号可得GNSS-R接收机的输出残差相位
Figure PCTCN2015077832-appb-000005
The output residual phase of the GNSS-R receiver can be obtained from the previously obtained coherent integration results I and Q signals.
Figure PCTCN2015077832-appb-000005
Figure PCTCN2015077832-appb-000006
Figure PCTCN2015077832-appb-000006
其中,arctan 2代表四象鉴相器,φC是由于调制码造成的相位180°翻转(以GPS的L1信号位置其上调制的C/A频率为1.023MHz,北斗的B1I信号调制的频率为2.046MHz),φD是由于导航电文调制造成的相位180°翻转(以GPS的L1信号电文为50Hz,北斗的B1I信号调制电文为500Hz),以上都属于高频分量,而且有固定频率,所以不会影响对河流流速的探测。接收机平台载体垂直方向运动引起的多普勒频率fRV(t)在岸基静态应用时为0,可以忽略;在机载应用时,要求飞机固定高度平稳飞行,fRV(t)主要是飞机垂直方向抖动引起,在频率上仍然是高频分量为主,而且飞机速度可以利用GNSS直接信号高频采样数据(采样率=1/T)采取差分定位的方法获取精密的飞机后处理速度信息,尤其是垂直方向的速度信息,从而将fRV(t)的影响去除。Among them, arctan 2 represents the four-image phase detector, φ C is the phase 180° flipping caused by the modulation code (the C/A frequency modulated by the GPS L1 signal position is 1.023MHz, and the frequency of the Beidou B1I signal modulation is 2.046MHz), φ D is the phase 180° flipping caused by the navigation message modulation (50Hz for the L1 signal message of the GPS and 500Hz for the B1I signal of the Beidou), all of which belong to the high frequency component and have a fixed frequency, so It does not affect the detection of river flow rates. The Doppler frequency f RV (t) caused by the vertical movement of the receiver platform carrier is 0 in the static application of the shore, which can be neglected; in airborne applications, the aircraft is required to have a fixed altitude and a smooth flight, f RV (t) is mainly The aircraft is caused by vertical jitter, and the high frequency component is still dominant in frequency. Moreover, the aircraft speed can be obtained by using the GNSS direct signal high-frequency sampling data (sampling rate=1/T) to obtain precise aircraft post-processing speed information. , especially the velocity information in the vertical direction, thereby removing the influence of f RV (t).
假设在一段时间内反射天线照射的目标流域的流速一样,对残差相位输出量
Figure PCTCN2015077832-appb-000007
在 该段时间内做快速傅里叶FFT变换,在频谱的低频分量中获取最大值fflow,如图1中所示,可以反演出河流的流速为:
Assume that the flow rate of the target watershed illuminated by the reflected antenna is the same for a period of time, and the residual phase output is
Figure PCTCN2015077832-appb-000007
The fast Fourier FFT transform is performed during this period of time, and the maximum value f flow is obtained in the low frequency component of the spectrum. As shown in Fig. 1, the flow velocity of the river can be inverted:
Vflow=fflow·c/(cos(el)·fGNSS)  (10)V flow =f flow ·c/(cos(el)·f GNSS ) (10)
其中,Vflow为河流流速,c为光速,el为GNSS卫星的仰角,fGNSS为GNSS信号的载频频率。Where V flow is the river flow rate, c is the speed of light, el is the elevation angle of the GNSS satellite, and f GNSS is the carrier frequency of the GNSS signal.
以上是对如何计算河流流速的原理说明,下面结合图2,对本发明方法的具体实现步骤做详细说明。The above is a description of how to calculate the flow rate of the river. The specific implementation steps of the method of the present invention will be described in detail below with reference to FIG.
步骤1)、对所接收的直接信号与反射信号做下变频与采样;Step 1): performing down-conversion and sampling on the received direct signal and the reflected signal;
本步骤中,所述采样操作的采样率需符合奈奎斯特定理,在一个实施例中,所述采样率为16.368MHz;In this step, the sampling rate of the sampling operation needs to conform to the Nyquist theorem. In one embodiment, the sampling rate is 16.368 MHz;
步骤2)、对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;其中,所述跟踪频率作为反射信号开环跟踪的参考频率,伪距和载波相位为后处理获取接收机载体精确位置和速度做准备;Step 2): processing the received direct signal to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference frequency for the open-loop tracking of the reflected signal, and the pseudorange and the carrier phase are Post-processing to prepare the receiver carrier for precise position and speed;
对直接信号进行处理可采用现有技术中的闭环跟踪方法实现;The direct signal processing can be implemented by the closed loop tracking method in the prior art;
步骤3)、对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以步骤2)所得到的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理所选取的各个GNSS卫星反射信号,得到各个GNSS卫星反射信号的残差相位;其中,Step 3) Perform data screening on the GNSS satellite reflected signals that can be received, select the GNSS satellite reflected signals that meet the conditions, and then use the tracking frequency of the direct signals obtained in step 2) as the local reference frequency, using the open loop tracking method. Processing the selected GNSS satellite reflected signals to obtain the residual phase of the reflected signals of the respective GNSS satellites;
在本步骤中,所要选取的GNSS卫星反射信号需要同时满足以下3个条件:In this step, the GNSS satellite reflected signal to be selected needs to satisfy the following three conditions:
a.镜面反射点落在目标观测河流上;a. The specular reflection point falls on the target observation river;
b.镜面反射点在反射天线覆盖范围区域内;b. The specular reflection point is within the coverage area of the reflective antenna;
c.有效跟踪时间在一定的数值范围内;在一个实施例中,所述有效跟踪时间为500s(对应频域最小频率分辨率为0.002Hz),在其他实施例中,有效跟踪事件的具体取值可根据实际情况进行修改,但建议时间选取范围在100s~1000s之间。对任一GNSS卫星反射信号的具体处理过程包括:以直接信号的跟踪频率作为参考频率,生成本地复制同相信号与正交信号,将所述同相信号与正交信号分别与反射信号做相干积分后,使用四象鉴相器输出在[-π,π]内的残差相位,在一个实施例中,四象鉴相器输出残差相位的输出速率为1kHz;c. The effective tracking time is within a certain range of values; in one embodiment, the effective tracking time is 500 s (corresponding to a frequency domain minimum frequency resolution of 0.002 Hz), and in other embodiments, the specific tracking event is taken specifically. The value can be modified according to the actual situation, but the recommended time range is between 100s and 1000s. The specific processing process for the reflected signal of any GNSS satellite includes: generating a local replica in-phase signal and a quadrature signal by using the tracking frequency of the direct signal as a reference frequency, and cohering the in-phase signal and the orthogonal signal with the reflected signal respectively After integration, using a four-image phase detector to output the residual phase in [-π, π], in one embodiment, the output phase of the residual phase of the four-image phase detector output is 1 kHz;
步骤4)、利用步骤3)所得到的残差相位输出值反演河流流速;Step 4): inverting the river flow rate by using the residual phase output value obtained in step 3);
参考图3,该步骤进一步包括:Referring to FIG. 3, the step further includes:
步骤4-1)、将步骤3)中所选取的各GNSS卫星各时段反射信号(至少有一段GNSS 卫星反射信号)经处理后所得到的残差相位分别执行下面的步骤4-2)—步骤4-4),直到所有的GNSS卫星反射信号均已被处理后执行步骤4-5);Step 4-1), reflecting the signals of each GNSS satellite selected in step 3) (at least one GNSS) The residual phase obtained by the satellite reflected signal is respectively subjected to the following steps 4-2) - step 4-4), until all the GNSS satellite reflected signals have been processed, and then steps 4-5);
步骤4-2)、将步骤3)所选取的时域残差相位数据做傅里叶变化(FFT),获取频谱图,分析该频谱图中的低频分量(正负10Hz)区域,获取其中的最大值,得到最大低频分量频率。Step 4-2), performing Fourier transform (FFT) on the phase domain residual phase data selected in step 3), obtaining a spectrogram, analyzing the low frequency component (positive and negative 10 Hz) region in the spectrogram, and obtaining the region thereof. The maximum value gives the maximum low frequency component frequency.
步骤4-3)、利用步骤2)所得到的直接信号的伪距和载波相位观测量进行精度定位,获取平台载荷的精确位置;利用GNSS卫星的精密星历计算GNSS位置;根据之前计算得到的平台载荷的精确位置与GNSS位置间的几何关系计算GNSS卫星在接收机载体的站心坐标系下的仰角。Step 4-3), using the pseudorange and carrier phase observation of the direct signal obtained in step 2) for accurate positioning, obtaining the precise position of the platform load; calculating the GNSS position by using the precise ephemeris of the GNSS satellite; The geometric relationship between the precise position of the platform load and the GNSS position calculates the elevation angle of the GNSS satellite in the center of the receiver carrier.
步骤4-4)、根据步骤4-2)得到的最大低频分量频率和步骤4-3)得到的几何仰角反演目标河流在该时间段内的平均流速,得到流速观测值。Step 4-4), according to the maximum low frequency component frequency obtained in step 4-2) and the geometric elevation angle obtained in step 4-3), the average flow velocity of the target river during the time period is inverted, and the flow velocity observation value is obtained.
步骤4-5)、将之前所获取的多个流速观测值取平均或求中值,获取最终观测量。显而易见,若步骤3)中所选取的GNSS卫星反射信号只有一段,则步骤4-4)中所得到的流速观测值也就是最终观测量。Step 4-5), averaging or obtaining the median observation values obtained before, and obtaining the final observation. Obviously, if the GNSS satellite reflection signal selected in step 3) has only one segment, the flow velocity observation obtained in step 4-4) is also the final observation.
以上是对本发明方法的描述,本发明还提供一种与方法相对应的系统,参考图4,该系统包括:直接信号天线、反射信号天线、多通道中频采样器、直接信号处理子系统、反射信号处理子系统、流速产品数据处理子系统;其中,The above is a description of the method of the present invention. The present invention also provides a system corresponding to the method. Referring to FIG. 4, the system includes: a direct signal antenna, a reflected signal antenna, a multi-channel intermediate frequency sampler, a direct signal processing subsystem, and a reflection. a signal processing subsystem, a flow rate product data processing subsystem; wherein
所述直接信号天线所采集的直接信号与反射信号天线所采集的反射信号均通过多通道中频采样器做下变频与采样,然后将直接信号传输到直接信号处理子系统,将反射信号传输到反射信号处理子系统;The direct signal collected by the direct signal antenna and the reflected signal collected by the reflected signal antenna are down-converted and sampled by a multi-channel intermediate frequency sampler, and then the direct signal is transmitted to the direct signal processing subsystem, and the reflected signal is transmitted to the reflection. Signal processing subsystem;
所述的直接信号处理子系统使用闭环跟踪方法对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;其中,所述跟踪频率作为反射信号开环跟踪的参考频率,伪距和载波相位为后处理获取接收机载体精确位置和速度做准备;The direct signal processing subsystem processes the received direct signal by using a closed-loop tracking method to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference for the open-loop tracking of the reflected signal Frequency, pseudorange and carrier phase are prepared for post processing to obtain the exact position and speed of the receiver carrier;
所述的反射信号处理子系统对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以直接信号处理子系统所输出的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理各个可视GNSS卫星的反射信号;其中,对任一可视GNSS卫星的反射信号的具体处理过程包括:以直接信号的跟踪频率作为参考频率,生成本地复制同相信号与正交信号,将所述同相信号与正交信号分别与反射信号做相干积分后,使用四象鉴相器输出在[-π,π]内的残差相位,输出速率为1kHz;The reflected signal processing subsystem performs data screening on the GNSS satellite reflected signals that can be received, selects the GNSS satellite reflected signals that meet the conditions, and then uses the tracking frequency of the direct signals output by the direct signal processing subsystem as the local reference frequency. The open-loop tracking method is used to process the reflected signals of each visible GNSS satellite; wherein the specific processing process of the reflected signal of any visible GNSS satellite includes: generating a local replica in-phase signal by using the tracking frequency of the direct signal as a reference frequency And orthogonal signal, the in-phase signal and the quadrature signal are respectively coherently integrated with the reflected signal, and the residual phase in [-π, π] is outputted by the four-image phase detector, and the output rate is 1 kHz;
所述的流速产品数据处理子系统利用反射信号处理子系统所输出的残差相位输出值反演河流流速。 The flow rate product data processing subsystem inverts the river flow rate using the residual phase output value output by the reflected signal processing subsystem.
实验验证Experimental verification
实验概况Experimental overview
2014年5月30日,中科院国家空间科学中心,中科院遥感所,清华大学、气象局大探中心等多家单位在我国河南省郑州市上街区开展了机载GNSS-R河流遥感实验。实验中用到的GNSS-R有效载荷是由空间中心自主研发的,它由三个天线和一个接收机构成。飞机的航迹如图5,轨迹1代表飞机飞行轨迹,区域2内表示的是飞机飞越黄河的目标观测区域,分两次分别从西南-东北和东北-西南开展机载GNSS-R观测,总飞行时间为1小时10分钟,在黄河目标区域上空持续时间约20分钟。为了获得飞机的精确位置,分别在点B和C位置假设了两个参考站,结合飞机上的GPS定位接收数据开展差分定位计算。在点A区域架设浮标对黄河开展就位水面高度和河流流速的探测,作为对比验证数据使用。On May 30, 2014, the National Space Science Center of the Chinese Academy of Sciences, the Institute of Remote Sensing of the Chinese Academy of Sciences, the Tsinghua University, the Meteorological Bureau and other large units conducted airborne GNSS-R river remote sensing experiments in Shangjie District, Zhengzhou City, Henan Province, China. The GNSS-R payload used in the experiment was developed independently by the space center and consisted of three antennas and a receiver. The flight path of the aircraft is shown in Figure 5. The trajectory 1 represents the flight path of the aircraft. The area 2 represents the target observation area of the aircraft flying over the Yellow River. The airborne GNSS-R observations are carried out from the southwest-northeast and northeast-southwest respectively. The flight time is 1 hour and 10 minutes and lasts for about 20 minutes over the target area of the Yellow River. In order to obtain the precise position of the aircraft, two reference stations are assumed at points B and C respectively, and the differential positioning calculation is carried out in combination with the GPS positioning and receiving data on the aircraft. The buoys were set up in the area A to detect the surface water level and the river flow rate of the Yellow River, and used as comparative verification data.
实验结果Experimental result
GNSS-R机载试验中GPS卫星星空图如图6,图6中黑色直线线代表黄河河流的走向,不同的线段代表飞机飞过目标黄河区域时间内各GPS卫星方位角和仰角的运动轨迹。由几何关系可知,GPS卫星轨迹和黄河走向越接近其镜面反射点越可能落在黄河河流区域,所以在GNSS-R河流水面高度探测中,选择PRN18、PRN 21和PRN 24三颗卫星数据进行处理。根据GNSS-R探测河流流速的理论分析,GPS仰角约低对流速反演越敏感,但是受天线波束影响,仰角太低反射信号落在天线照射范围的闪烁区域不足,接收反射信号功率小,所以选择中间高度的PRN24号星进行处理分析。The GPS satellite star map in the GNSS-R airborne test is shown in Figure 6. The black straight line in Figure 6 represents the direction of the Yellow River. The different line segments represent the azimuth and elevation of each GPS satellite during the time of the aircraft flying over the target Yellow River. It can be seen from the geometric relationship that the closer the GPS satellite trajectory and the Yellow River strikes to its specular reflection point, the more likely it is to fall in the Yellow River region. Therefore, in the GNSS-R river surface height detection, three satellite data of PRN18, PRN 21 and PRN 24 are selected for processing. . According to the theoretical analysis of GNSS-R detecting river flow rate, the GPS elevation angle is about the more sensitive to the flow velocity inversion, but it is affected by the antenna beam. The elevation angle is too low. The reflected signal falls below the antenna illumination range, and the received reflection signal power is small. The intermediate height of the PRN24 star was selected for processing analysis.
使用开环跟踪算法获取的PRN24号星反射信号残差相位在时间域的片段如图7,对该相位进行频率分析获取的频谱图如图8,其中图7(a)是反射信号功率I2+Q2,图7(b)是残差相位随时间变化值,由该图可知,残差相位有些区域变化趋势明显(12-17秒之间),有些区域变化趋势模糊(9-12秒之间),所以需要通过该相位变化的频率分析获取有用信息。通过FFT获取反射信号残差相位的频谱分析图,如图8,图中输出±100Hz范围内的频率分布,其中在低频附近可见一高能量的低频分量,其频率为-0.3898Hz。由公式(9)可得反演的河流流速为-0.1471m/s,负号代表河流流速方向是由飞机指向GNSS卫星,结合星空图图6,可知流速方向为由西南向东北方向流动。多次浮标实测结果平均流速为0.1265m/s,而且该段黄河向为顺河道由西南向东北方流动。The segment of the residual phase of the PRN24 star reflection signal obtained in the time domain using the open-loop tracking algorithm is shown in Fig. 7. The frequency spectrum obtained by frequency analysis of the phase is shown in Fig. 8, wherein Fig. 7(a) is the reflected signal power I 2 +Q 2 , Fig. 7(b) is the value of the residual phase with time. It can be seen from the figure that the residual phase has some obvious trend (between 12 and 17 seconds), and some regions have a blurred trend (9-12 seconds). Between), so you need to obtain useful information through the frequency analysis of the phase change. The spectrum analysis diagram of the residual phase of the reflected signal is obtained by FFT. As shown in FIG. 8, the frequency distribution in the range of ±100 Hz is output, wherein a high-energy low-frequency component is visible near the low frequency, and the frequency is -0.3898 Hz. The inversion river flow rate obtained by formula (9) is -0.1471m/s. The negative sign indicates that the river flow velocity direction is directed by the aircraft to the GNSS satellite. Combined with the starry sky map, it can be seen that the flow velocity direction flows from the southwest to the northeast. The average flow velocity of the multiple buoys is 0.1265m/s, and the section of the Yellow River flows from the southwest to the northeast.
结论:使用GNSS-R开环残差相位频谱分析法处理河南上街机载GNSS-R实验数据,反演获得的河流流速结果与就位浮标实测数据相比误差为0.0206m/s,而且流速方向测量结果与实际一致,该实验验证了GNSS-R开环残差相位频谱分析法探测河流速度的正 确性和可行性。Conclusion: The GNSS-R open-loop residual phase spectrum analysis method is used to process the airborne GNSS-R experimental data of Henan Shangjie. The river flow velocity obtained by the inversion is compared with the measured data of the in-position buoy. The error is 0.0206m/s, and the flow direction is The measurement results are consistent with the actual ones. This experiment verifies that the GNSS-R open-loop residual phase spectrum analysis method is used to detect the positive velocity of the river. Authenticity and feasibility.
最后所应说明的是,以上实施例仅用以说明本发明的技术方案而非限制。尽管参照实施例对本发明进行了详细说明,本领域的普通技术人员应当理解,对本发明的技术方案进行修改或者等同替换,都不脱离本发明技术方案的精神和范围,其均应涵盖在本发明的权利要求范围当中。 Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention and not limiting. While the invention has been described in detail herein with reference to the embodiments of the embodiments of the invention Within the scope of the claims.

Claims (5)

  1. 一种基于GNSS-R技术的河流流速测量方法,至少包括以下步骤:A method for measuring river flow rate based on GNSS-R technology includes at least the following steps:
    步骤1)、对所接收的直接信号与反射信号做下变频与采样;Step 1): performing down-conversion and sampling on the received direct signal and the reflected signal;
    步骤2)、对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;Step 2): processing the received direct signal to obtain a tracking frequency, a pseudorange, and a carrier phase observation value of the direct signal;
    步骤3)、对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以步骤2)所得到的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理所选取的各个GNSS卫星反射信号,得到各个GNSS卫星反射信号的残差相位;Step 3) Perform data screening on the GNSS satellite reflected signals that can be received, select the GNSS satellite reflected signals that meet the conditions, and then use the tracking frequency of the direct signals obtained in step 2) as the local reference frequency, using the open loop tracking method. Processing the selected GNSS satellite reflected signals to obtain the residual phase of the reflected signals of the respective GNSS satellites;
    步骤4)、利用步骤3)所得到的各个符合条件GNSS卫星的反射信号的残差相位输出值,结合步骤2)所得到的伪距和载波相位观测值反演河流流速。Step 4) Inverting the river flow velocity by using the residual phase output values of the reflected signals of the respective eligible GNSS satellites obtained in step 3) in combination with the pseudorange and carrier phase observations obtained in step 2).
  2. 根据权利要求1所述的基于GNSS-R技术的河流流速测量方法,其特征在于,在步骤3)中,所要选取的GNSS卫星反射信号需要同时满足以下3个条件:The method for measuring river flow rate based on GNSS-R technology according to claim 1, wherein in step 3), the GNSS satellite reflection signal to be selected needs to satisfy the following three conditions:
    a.镜面反射点落在目标观测河流上;a. The specular reflection point falls on the target observation river;
    b.镜面反射点在反射天线覆盖范围区域内;b. The specular reflection point is within the coverage area of the reflective antenna;
    c.有效跟踪时间在100s~1000s之间。c. The effective tracking time is between 100s and 1000s.
  3. 根据权利要求1所述的基于GNSS-R技术的河流流速测量方法,其特征在于,在步骤3)中,对任一GNSS卫星反射信号的处理包括:以直接信号的跟踪频率作为参考频率,生成本地复制同相信号与正交信号,将所述同相信号与正交信号分别与反射信号做相干积分后,使用四象鉴相器输出在[-π,π]内的残差相位。The method for measuring river flow rate based on GNSS-R technology according to claim 1, wherein in step 3), processing the reflected signal of any GNSS satellite comprises: generating a reference frequency of the direct signal as a reference frequency The in-phase signal and the quadrature signal are locally copied, and the in-phase signal and the quadrature signal are respectively coherently integrated with the reflected signal, and then the residual phase in [-π, π] is output using the four-image phase detector.
  4. 根据权利要求1所述的基于GNSS-R技术的河流流速测量方法,其特征在于,所述步骤4)进一步包括:The GNSS-R-based river flow rate measuring method according to claim 1, wherein the step 4) further comprises:
    步骤401)、将步骤3)中所选取的各GNSS卫星各时段反射信号经处理后所得到的残差相位分别执行下面的步骤402)—步骤404),直到所有的GNSS卫星反射信号均已被处理后执行步骤405); Step 401), performing the following step 402) - step 404) on the residual phase obtained by processing the reflected signals of the respective GNSS satellites selected in step 3), until all the GNSS satellite reflection signals have been After the processing, step 405);
    步骤402)、将步骤3)所选取的GNSS卫星反射信号的时域残差相位数据做傅里叶变化,获取频谱图,分析该频谱图中的低频分量区域,获取其中的最大值,得到最大低频分量频率;Step 402), performing Fourier transform on the time domain residual phase data of the GNSS satellite reflected signal selected in step 3), obtaining a spectrum map, analyzing the low frequency component region in the spectrum map, and obtaining the maximum value thereof to obtain the maximum Low frequency component frequency;
    步骤403)、利用步骤2)所得到的直接信号的伪距和载波相位观测量进行精度定位,获取平台载荷的精确位置;利用GNSS卫星的精密星历计算GNSS位置;根据之前计算得到的平台载荷的精确位置与GNSS位置间的几何关系计算GNSS卫星在接收机载体的站心坐标系下的仰角;Step 403), using the pseudorange and carrier phase observation of the direct signal obtained in step 2) for accurate positioning, obtaining the precise position of the platform load; calculating the GNSS position by using the precise ephemeris of the GNSS satellite; and calculating the platform load according to the previous calculation Calculating the elevation angle of the GNSS satellite in the center-of-center coordinate system of the receiver carrier by the geometric relationship between the precise position and the GNSS position;
    步骤404)、根据步骤402)得到的最大低频分量频率和步骤403)得到的几何仰角反演目标河流在该时间段内的平均流速,得到流速观测值;计算式如下:Step 404), according to the maximum low frequency component frequency obtained in step 402) and the geometric elevation angle obtained in step 403), the average flow velocity of the target river during the time period is inverted, and the flow velocity observation value is obtained; the calculation formula is as follows:
    Vflow=fflow·c/(cos(el)·fGNSS)V flow =f flow ·c/(cos(el)·f GNSS )
    其中,Vflow为河流流速,c为光速,el为GNSS卫星的仰角,fGNSS为GNSS信号的载频频率;Where V flow is the river flow rate, c is the speed of light, el is the elevation angle of the GNSS satellite, and f GNSS is the carrier frequency of the GNSS signal;
    步骤405)、将之前所获取的多个流速观测值取平均或求中值,获取最终观测量。Step 405): averaging or obtaining a plurality of previously obtained flow velocity observation values to obtain a final observation.
  5. 一种基于GNSS-R技术的河流流速测量系统,其特征在于,该系统包括:直接信号天线、反射信号天线、多通道中频采样器、直接信号处理子系统、反射信号处理子系统、流速产品数据处理子系统;其中,A river flow rate measurement system based on GNSS-R technology, characterized in that the system comprises: direct signal antenna, reflected signal antenna, multi-channel intermediate frequency sampler, direct signal processing subsystem, reflected signal processing subsystem, flow rate product data Processing subsystem; wherein
    所述直接信号天线所采集的直接信号与反射信号天线所采集的反射信号均通过多通道中频采样器做下变频与采样,然后将直接信号传输到直接信号处理子系统,将反射信号传输到反射信号处理子系统;The direct signal collected by the direct signal antenna and the reflected signal collected by the reflected signal antenna are down-converted and sampled by a multi-channel intermediate frequency sampler, and then the direct signal is transmitted to the direct signal processing subsystem, and the reflected signal is transmitted to the reflection. Signal processing subsystem;
    所述的直接信号处理子系统使用闭环跟踪方法对所接收的直接信号进行处理,得到直接信号的跟踪频率、伪距和载波相位观测值;其中,所述跟踪频率作为反射信号开环跟踪的参考频率,伪距和载波相位为后处理获取接收机载体精确位置和速度做准备;The direct signal processing subsystem processes the received direct signal by using a closed-loop tracking method to obtain a tracking frequency, a pseudorange and a carrier phase observation value of the direct signal; wherein the tracking frequency is used as a reference for the open-loop tracking of the reflected signal Frequency, pseudorange and carrier phase are prepared for post processing to obtain the exact position and speed of the receiver carrier;
    所述的反射信号处理子系统对所能接收到的GNSS卫星反射信号做数据筛选,选取符合条件的GNSS卫星反射信号,然后以直接信号处理子系统所输出的直接信号的跟踪频率作为本地参考频率,采用开环跟踪方法处理各个可视GNSS卫星的反射信号;The reflected signal processing subsystem performs data screening on the GNSS satellite reflected signals that can be received, selects the GNSS satellite reflected signals that meet the conditions, and then uses the tracking frequency of the direct signals output by the direct signal processing subsystem as the local reference frequency. , using an open loop tracking method to process the reflected signals of each visible GNSS satellite;
    所述的流速产品数据处理子系统利用反射信号处理子系统所输出的残差相位输出值反演河流流速。 The flow rate product data processing subsystem inverts the river flow rate using the residual phase output value output by the reflected signal processing subsystem.
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