WO2016191941A1 - 对移动终端定位时的到达时间toa获取方法及装置 - Google Patents
对移动终端定位时的到达时间toa获取方法及装置 Download PDFInfo
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- WO2016191941A1 WO2016191941A1 PCT/CN2015/080285 CN2015080285W WO2016191941A1 WO 2016191941 A1 WO2016191941 A1 WO 2016191941A1 CN 2015080285 W CN2015080285 W CN 2015080285W WO 2016191941 A1 WO2016191941 A1 WO 2016191941A1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO 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
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/0205—Details
- G01S5/0218—Multipath in signal reception
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO 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
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/0294—Trajectory determination or predictive filtering, e.g. target tracking or Kalman filtering
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO 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
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/06—Position of source determined by co-ordinating a plurality of position lines defined by path-difference measurements
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO 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
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/14—Determining absolute distances from a plurality of spaced points of known location
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
- H04W64/006—Locating users or terminals or network equipment for network management purposes, e.g. mobility management with additional information processing, e.g. for direction or speed determination
Definitions
- the present invention relates to the field of communications technologies, and in particular, to a TOA acquisition method and apparatus for locating a mobile terminal.
- the positioning of the mobile terminal MT is to extract the feature information available for positioning by using the information exchange between the MT and the base station (English: Base Station, BS for short) to estimate the MT position.
- angular measurement technology AOA
- arrival time English: Time of arrival
- TDOA time difference of arrival
- OTDOA and UTDOA positioning technology is derived based on the principles of TDOA technology.
- the TDOA Time Difference of Arrival
- TOA Time of Arrival
- TOA arrival time
- TOA arrival time
- the positioning method TOA estimation usually obtains the propagation delay value by detecting the first Arrival Path (English: First Arrival Path, FAP for short), that is, the lookup of the first path is the basis for acquiring the TOA.
- the commonly used detection mechanism for the received signal is usually The receiver receives the reference signal sent by the transmitter, calculates the time domain correlation convolution value of the reference signal, obtains the power spectrum of the reference signal corresponding to the time domain and the delay value, and then searches for the corresponding time when the power is greater than or equal to the correlation spectral threshold threshold for the first time.
- the delay value is the arrival time TOA, so that the distance between the receiver and the transmitter can be calculated according to the TOA.
- the inventors have found through research that in the conventional TOA-based positioning method, the method of obtaining the TOA by finding the first path FAP has at least the following problem: in the conventional technology, the aforementioned correlation threshold threshold is a constant value. , that is, it will not be easily changed after setting. This method is only suitable for an environment with a good channel environment. When the channel environment is poor and the interference is strong, the possibility of misjudgment of the first path is increased due to noise interference. Therefore, in the conventional technology, the channel environment adaptability of the method of finding the TOA based on the constant threshold search FAP is poor, thereby causing the accuracy of ranging to be reduced.
- the positioning of the mobile terminal is provided.
- the arrival time TOA acquisition method in order to solve the problem that the channel environment adaptability of the method of finding the TOA based on the constant threshold to find the TOA based on the constant threshold is poor, and the accuracy of the ranging is low, the positioning of the mobile terminal is provided.
- the arrival time TOA acquisition method in order to solve the problem that the channel environment adaptability of the method of finding the TOA based on the constant threshold to find the TOA based on the constant threshold is poor, and the accuracy of the ranging is low.
- a first aspect of the present invention provides a TOA acquisition method for locating a mobile terminal, where the method includes:
- the delay value is used as the TOA output.
- the channel parameter includes a signal to noise ratio SNR
- a correlation spectrum threshold threshold for decreasing the time delay value including:
- the modified parameter value of the exponential function that is set to decrement in time according to the signal-to-noise ratio SNR includes:
- the exponential function that is decremented according to the set modified parameter value is used to generate a deferred value
- the correlation threshold threshold is:
- a correlation threshold threshold ThresholdValue(t) that is deferred at any time; wherein the variable t is a delay value, t ref is a reference delay, and S 1 (SNR) is a corresponding SNR threshold interval to which the detected signal to noise ratio SNR belongs
- S 2 (SNR) is a second modified parameter value corresponding to the SNR threshold interval to which the detected signal to noise ratio SNR belongs
- b is an adjustment coefficient whose value is between 0 and 1
- N 0 is
- the noise constant, Z n is the signal strength of the received positioning reference signal, and P(Z n ⁇ aN 0 ) is the probability that the received signal strength of the positioning reference signal is greater than or equal to aN 0 when the delay value is t, ⁇
- the channel parameter includes a signal to noise ratio SNR or a signal to interference plus noise ratio SINR;
- the delay value to be found as the TOA includes:
- the found delay value is cached as a historical quality delay value, and the found delay value is used as the TOA.
- the found delay value is used as the TOA:
- the method for positioning the mobile terminal is provided. Arrival time TOA acquisition device.
- the second aspect of the present invention provides a TOA acquisition device for locating a mobile terminal, including:
- a positioning reference signal receiving module configured to receive a positioning reference signal sent by the positioning transmitter
- a time domain correlation processing signal generating module configured to perform time domain correlation processing on the positioning reference signal received by the positioning reference signal receiving module and the synchronization reference signal sequence, to obtain a correlation spectral value of the multipath signal component corresponding to the delay value ;
- variable threshold threshold signal generating module configured to detect a channel parameter when the positioning reference signal is received, and generate a correlation spectral threshold threshold that is deferred by a delay value according to the channel parameter and a function that is deferred at any time;
- a TOA search module configured to receive a correlation spectral value corresponding to the delay value generated by the time domain correlation processing signal generating module, and a correlation spectral threshold threshold value corresponding to the delay value generated by the variable threshold threshold signal generating module. The step of increasing the delay value traverses the delay value, and finds a delay of the first traversal and the correlation spectral value of the multipath signal component corresponding to the delay value is greater than a delay of the correlation spectral threshold threshold corresponding to the delay value. Value, the delayed value found is taken as the TOA output.
- the channel parameter includes a signal to noise ratio SNR
- variable threshold threshold signal generating module is further configured to set a modified parameter value of an exponential function that is deferred according to a signal-to-noise ratio (SNR) SNR, and generate an exponential value decrement according to the exponential function of the deferred value that has been set to the modified parameter value.
- SNR signal-to-noise ratio
- variable threshold threshold signal generating module further And acquiring an SNR threshold interval corresponding to the detected signal to noise ratio SNR; acquiring a corrected parameter value corresponding to the found SNR threshold interval, and setting the exponential function to be deferred at any time Corrected parameter values.
- variable threshold threshold signal generating module is further configured to:
- a correlation threshold threshold ThresholdValue(t) that is deferred at any time; wherein the variable t is a delay value, t ref is a reference delay, and S 1 (SNR) is a corresponding SNR threshold interval to which the detected signal to noise ratio SNR belongs
- S 2 (SNR) is a second modified parameter value corresponding to the SNR threshold interval to which the detected signal to noise ratio SNR belongs
- b is an adjustment coefficient whose value is between 0 and 1
- N 0 is
- the noise constant, Z n is the signal strength of the received positioning reference signal, and P(Z n ⁇ aN 0 ) is the probability that the received signal strength of the positioning reference signal is greater than or equal to aN 0 when the delay value is t, ⁇
- the channel parameter includes a signal to noise ratio SNR or a signal to interference plus noise ratio SINR;
- the TOA search module is configured to cache the found delay value as a historical quality delay value when the SNR or SINR is greater than or equal to a preset channel indicator threshold, and use the found delay value as the TOA. .
- the TOA search module is configured to detect, when the SNR or the SINR is less than a preset channel indicator threshold Obtaining a weighting coefficient for the SNR or the SINR; obtaining a historical quality delay value of the buffer, and weighting the historical quality delay value and the found delay value according to the weighting coefficient to obtain a modified delay value, The corrected delay value is taken as TOA.
- the channel environment adaptability of the method of obtaining the TOA based on the constant threshold search FAP is based on the constant threshold in the above-mentioned conventional technology, the accuracy of the ranging is low, and a measurement time TOA is also proposed. device.
- a third aspect of the present invention provides an apparatus for measuring an arrival time TOA, the apparatus for measuring a time of arrival TOA comprising a wireless transceiver, a memory, and a processor, wherein the memory stores a set of programs, and the processor uses The program stored in the memory is called to perform the following operations:
- the delay value is used as the TOA output.
- the channel parameter when the reference signal is located is generated by the function of decreasing the value of the delay value, and the correlation threshold threshold value of the deferred value is generated, and the arrival time TOA output is generated by comparing the correlation spectral value of the multipath signal component with the correlation spectral threshold threshold.
- the correlation spectral value obtained by the time domain correlation processing is larger than that of the conventional technology, and therefore, the difference between the multipath signal and the noise is large, and the correlation spectral threshold threshold is compared. The error generated is small.
- the correlation spectrum threshold threshold of the deferred value obtained by the function of decreasing the value of the delay value is such that when the SNR is small, the correlation threshold threshold corresponding to the smaller delay value is larger, thereby filtering out the part.
- the effect of noise Therefore, the TOA acquisition method and apparatus for positioning the mobile terminal can adapt to an environment with a small SNR, so that the accuracy of the ranging is improved.
- 1 is a schematic diagram of searching for a TOA corresponding to a first path through a constant correlation spectral threshold threshold in the conventional art
- FIG. 2 is a flowchart of a method for acquiring a TOA when positioning a mobile terminal according to an embodiment of the present invention
- FIG. 3 is a schematic diagram of searching for a TOA corresponding to a first path by using a correlation spectrum threshold threshold that is deferred at any time according to an embodiment of the present invention
- FIG. 4 is a power spectrum diagram of a positioning reference signal with an SNR of -2 in an application scenario
- FIG. 5 is a flowchart of a process for adjusting a function parameter that is deferred according to a channel parameter according to an embodiment of the present invention
- FIG. 6 is a power spectrum diagram when an SNR of a positioning reference signal is -6 in an application scenario of the present invention
- FIG. 7 is a schematic diagram of a TOA acquiring apparatus for positioning a mobile terminal according to an embodiment of the present invention.
- FIG. 8 is a schematic structural diagram of an apparatus for measuring an arrival time TOA according to an embodiment of the present invention.
- the positioning reference signal received by the positioning receiver and the synchronization reference signal sequence on the positioning receiver are subjected to time domain correlation processing to obtain a multipath signal component power value corresponding to the delay value in a channel environment, and the signal to noise ratio is poor.
- the SNR is low, the power value of the interference noise is also high.
- a constant correlation spectral threshold threshold is used, it is likely that a noise component with a small delay value is used as the first path FAP, so that the arrival time TOA of the final output is small, resulting in ranging. The accuracy is lower.
- a mobile TOA acquisition method for terminal positioning In order to solve the technical problem that the channel environment adaptability of the method for finding the TOA based on the constant threshold search FAP is not poor, and the accuracy of the ranging is reduced, in one embodiment, a mobile TOA acquisition method for terminal positioning.
- the execution of the method may rely on signal processing circuits or signal processing chips with time domain related processing functions and function calculation functions.
- the TOA acquiring method for positioning the mobile terminal includes:
- Step S102 Receive a positioning reference signal sent by the positioning transmitter.
- the method operates on a positioning receiver, and the positioning transmitter is a communication device that is a positioning receiver as a ranging target.
- the positioning transmitter is a communication device that is a positioning receiver as a ranging target.
- the mobile terminal MT actively measures the distance between the mobile terminal MT and a certain base station BS selected as the ranging target
- the mobile terminal MT is a positioning receiver
- the selected terminal is selected as a ranging target.
- the base station BS is a positioning transmitter. If the base station BS actively measures the distance between the base station BS and a certain mobile terminal MT, the base station BS is a positioning receiver, and the mobile terminal MT selected as the ranging target is a positioning transmitter.
- the positioning reference signal is a signal sent by the positioning transmitter in the telecommunication network for measurement or monitoring purposes.
- the mobile terminal MT and the base station BS are kept in sync, so that the same synchronization reference signal sequence is stored.
- the mobile terminal MT or the base station BS can transmit the synchronization reference signal sequence stored on each of them to the other party through the positioning reference signal.
- the positioning reference signal received by the mobile terminal MT can be a cell-specific reference signal sent by the base station (English: Cell specific) Reference Signal, referred to as: CRS) signal.
- CRS Cell specific Reference Signal
- the positioning receiver is the base station BS
- the positioning transmitter as the ranging target is the mobile terminal MT
- the positioning reference signal received by the mobile terminal MT can be the sounding reference signal uploaded by the mobile terminal MT (English: Sounding Reference Signal, Abbreviation: SRS).
- the process of performing the method by the mobile terminal MT as the positioning receiver and the base station BS as the positioning receiver is independent of the type of the positioning reference signal, in the following embodiments, only the mobile terminal MT is used as the positioning receiver.
- Receiving a CRS issued by the base station BS as a ranging target The signal is taken as an example of a positioning reference signal.
- the SRS signal uploaded by the mobile terminal MT as the ranging target is received as the positioning reference signal, and the details are not described herein.
- Step S104 Perform time domain correlation processing on the positioning reference signal and the synchronization reference signal sequence to obtain a correlation spectral value of the multipath signal component corresponding to the delay value.
- the positioning reference signal sent by the positioning transmitter may undergo reflection, diffraction, etc. during the transmission process, the positioning reference signal may arrive at the positioning receiver through multiple paths, and the positioning reference signal received by the positioning receiver may have multipath.
- Sexual characteristics by performing time domain correlation processing on the positioning reference signal and the synchronization reference signal sequence on the positioning receiver, the correlation between the positioning reference signal and the synchronization reference signal sequence in the time domain can be determined to determine the positioning reference signal. Correlation spectral values corresponding to multipath signal components corresponding to different delay values.
- the mobile terminal MT may perform time domain correlation processing on the received CRS signal and the CRS sequence as the synchronization reference signal sequence on the mobile terminal MT.
- the distribution of the correlation spectral values of the multipath signal components with varying delays can be obtained.
- a schematic image of the distribution of correlation spectral values of the multipath signal component can be seen in FIG. In FIG. 3, if the correlation spectral value of the multipath signal component corresponding to a certain delay value is large, it indicates that a certain multipath signal component arrives at the positioning receiver after passing the delay value, that is, the positioning of the positioning transmitter.
- a certain path is selected and propagated to the positioning receiver.
- the length of the path causes the positioning reference signal propagating the path to propagate to the positioning receiver, which is generated in the power spectrum image of FIG.
- the corresponding delay value may be a time domain convolution of the positioning reference signal and the synchronization reference signal sequence, or a time domain calculation manner by other methods to obtain a multipath signal corresponding to the delay value. Component power value.
- Step S106 Detect a channel parameter when receiving the positioning reference signal, and generate a correlation spectrum threshold threshold that is deferred by the delay value according to the channel parameter and the function of decreasing the time delay value.
- the correlation spectral threshold threshold is a value of a change in the delay value, rather than a constant change in the value of the delay.
- the noise interference is large, and in the correlation spectrum value of the multipath signal component corresponding to the delay value obtained in step S104, when the delay value is low, the phase still exists.
- the channel parameters may include a signal to noise ratio SNR, a signal to interference plus noise ratio SINR, a channel environment parameter, and the like.
- the channel environment parameters may include additive white Gaussian noise (AWGN), ETU, EPA, and the like.
- AWGN additive white Gaussian noise
- the function that delays and decrements at any time may select an exponential function that is deferred by a delay value with a delay value as an independent variable, and generates a correlation spectral threshold threshold that is deferred according to a channel parameter and a function that is deferred at any time. It can include:
- the correction parameter value of the exponential function that is deferred at any time is set, and the correlation threshold threshold value of the deferred value is decremented according to the exponential function with the deferred value of the modified parameter value.
- ThresholdValue(t) is the correlation spectral threshold threshold
- t ref , k, b, and c are the parameter values of the exponential function, which can be set according to the actual situation. Due to the gradual slowdown of the exponential deceleration rate, a higher correlation spectral threshold threshold can be set for the strong noise with a lower delay value, and the decreasing rate of the correlation spectral threshold threshold is gradually slowed down as the delay value increases. Therefore, the generated correlation threshold threshold can be sharply dropped when the delay value is low, and gradually slowed down when the delay value is low, which can filter out the noise interference at the low delay value and avoid the shortest distance. The problem of the component of the positioning reference signal arriving (i.e., arriving via the first path FAP) is ignored due to the associated spectral threshold threshold being too high.
- the exponential function of decreasing the value of the delay value may be modified according to the SNR of the signal to noise ratio SNR.
- the modified parameter value of the exponential function that is decremented according to the signal to noise ratio SNR may include :
- Step S202 Acquire a preset SNR threshold interval.
- Step S204 Find the SNR threshold interval to which the detected signal to noise ratio SNR belongs.
- Step S206 Acquire a corrected parameter value corresponding to the found SNR threshold interval, and set the corrected parameter value of the exponential function that is deferred at any time.
- the signal-to-noise ratio SNR reflects the degree of noise interference of the current channel when the positioning reference signal is received.
- the correlation threshold threshold value when the delay value is low can be reduced by setting the parameter of the exponential function that is deferred at any time, thereby avoiding the positioning reference signal arriving at the positioning receiver through the first path FAP.
- the signal component is ignored because the correlation spectral threshold is too high; and when the signal-to-noise ratio SNR is low, the correlation threshold threshold when the delay value is low can be increased by setting the parameter of the exponential function that is deferred at any time.
- the noise is erroneously judged as the signal component of the positioning reference signal arriving at the positioning receiver through the first path FAP, thereby further improving the accuracy of acquiring the TOA.
- the correlation spectrum threshold threshold for decrementing the time delay value may be generated according to the exponential function of the deferred value of the modified parameter value.
- a correlation threshold threshold ThresholdValue(t) that is deferred at any time; wherein the variable t is a delay value, t ref is a reference delay, and S 1 (SNR) is a corresponding SNR threshold interval to which the detected signal to noise ratio SNR belongs
- S 2 (SNR) is a second modified parameter value corresponding to the SNR threshold interval to which the detected signal to noise ratio SNR belongs
- b is an adjustment coefficient whose value is between 0 and 1
- N 0 is
- Z n is the signal strength of the received positioning reference signal
- P(Z n ⁇ aN 0 ) is the probability that the received signal strength of the positioning reference signal is greater than or equal to aN 0 when the delay value is t, ⁇
- the optional adjustment coefficient b may be a preset parameter value corresponding to the channel environment parameter.
- the channel environment parameters may include AWGN, ETU, EPA, etc.
- the corresponding adjustment coefficient b may be set according to the channel environment parameter, so that the calculated correlation spectral threshold threshold can be adapted to multiple channel environments, thereby improving the measurement. The accuracy of the distance.
- Step S108 traversing the delay value in an increasing order of the delay value, and searching for a correlation spectrum value of the multipath signal component corresponding to the first traversal and the delay value is greater than the correlation spectrum corresponding to the delay value.
- the delay value of the threshold threshold is used as the arrival time TOA output.
- the traversal may be traversed as the delay value increases.
- Correlation spectral threshold threshold corresponding to the correlation spectral value of the corresponding multipath signal component and the traversed delay value The values are compared, that is, the time delay is compared to the correlation spectral value of the multipath signal component at any time and the magnitude of the correlation spectral threshold threshold.
- the delay value corresponding to the time is the delay value of the positioning reference signal arriving at the positioning receiver through the first path FAP,
- the straight line between the two points is the shortest. Therefore, the signal component of the positioning reference signal that arrives at the positioning receiver through the first path FAP is the signal component that is propagated to the positioning receiver by the positioning transmitter through a straight line, and the delay value is the positioning.
- the TOA of the reference signal is the signal component that is propagated to the positioning receiver by the positioning transmitter through a straight line.
- steps S104 and S106 need to be performed simultaneously, that is, the time-domain correlation processing is used to obtain the correlation value of the multipath signal component, and the correlation spectral value of the multipath signal component is gradually obtained.
- the magnitude of the correlation spectral threshold threshold at this time can be found by inputting the two into the comparison circuit to find the first traversed and the correlation spectral value of the multipath signal component corresponding to the delay value is greater than the correlation spectrum corresponding to the delay value.
- the delay value of the threshold threshold is the delay value of the threshold threshold.
- the first path signal of the correlation spectral value of the multi-path signal component of the increasing variation may be obtained by the chip or the processor including the time domain correlation processing function, and may be obtained by the function calculation function including the function calculation function.
- the chip or processor (which may be the same processor as the chip or processor including the time domain related processing function) performs step S106 to obtain a second path signal of the associated spectral threshold threshold of increasing variation over time.
- the first signal and the second signal can be sampled and detected, and the time point of sampling is the traversal delay value.
- the delay value of the time point of the sampling is the first traversal of the found and the correlation spectrum value of the multipath signal component corresponding to the delay value is greater than the delay value of the correlation spectral threshold threshold corresponding to the delay value.
- the parameter b can be adjusted according to the ETU type setting.
- the preset SNR threshold interval includes three intervals, the order is: (- ⁇ , -4], (-4, 4), [4, ⁇ ), and the first correction parameter value corresponding to each SNR threshold interval and the first
- the second modified parameter values are: 3 and 4 (corresponding to SNR threshold interval (- ⁇ , -4)), 2 and 2 (corresponding to SNR threshold interval (-4, 4)), 2 and 0 (corresponding to SNR threshold interval [4] , ⁇ )), then the above function to generate the relevant spectral threshold threshold can be:
- t ref can be set to 1Ts
- b can be set to 0.001
- the resulting correlation threshold threshold for deferred time delay is:
- the channel delay parameter of the current channel may be used to determine that the found delay value is suitable as the TOA output.
- the SNR or the SINR may be determined to be greater than or equal to The preset channel indicator threshold, if it is, means that the channel environment is good, and the found delay value is suitable as the TOA output.
- the delay value as the TOA output can be buffered as the historical quality delay value. If the SNR or SINR is less than the preset channel indicator threshold, it indicates that the delay value of the search is obtained when the channel environment is bad, and a reasonable correlation threshold threshold is selected according to the foregoing manner, but there is still a misjudgment.
- the mobile terminal MT starts to receive the CRS signal sent by the base station BS as the ranging target as the positioning receiver, and if the above steps S102 to S108 are performed for the first time,
- the found delay value is t 1 , and if the detected SNR is greater than the channel index threshold c in the process of finding t 1 , it means that the time ranging is less affected by noise, and t 1 can be output as TOA.
- the mobile terminal MT receives the CRS signal sent by the base station BS as the ranging target as the positioning receiver, and obtains the obtained delay value obtained by performing the above steps S102 to S108.
- t 2 a strong interference occurs in the area where the mobile terminal MT is located, so that the detected SNR falls below the channel index threshold c, and t 2 is not output as the TOA, but the weight coefficient ⁇ is first generated according to the detected SNR. Then, it is necessary to take t 1 as the historical quality delay value into the reference, multiply t 1 by the weight coefficient ⁇ , multiply t 2 by the weight coefficient 1- ⁇ , and then add, and use the delay value obtained after the addition calculation as the TOA. Output.
- the TOA outputted in this way refers to the TOA output when the previous SNR is high, which can reduce the error of the delay value found in the environment with low SNR, thereby improving the accuracy of ranging.
- the mobile terminal MT may repeatedly perform the above steps S102 to S108 multiple times (for example, 100 times), and set each SNR according to the SNR detected each time.
- the weight coefficient of the obtained delay value is searched for, and then the weighted average is obtained according to the delay value obtained by each search and the corresponding weight coefficient, and the average value is output as TOA.
- the TOA generated in this way is obtained by repeatedly measuring, and by calculating the average value, the error in each measurement can be reduced, thereby improving the accuracy of the ranging.
- the corresponding first correction parameter value is 2, and the second correction parameter value is 0.
- the function for generating the correlation spectral threshold threshold value in the SNR environment is:
- t ref can be set to 1Ts.
- the signal index threshold c is -4, since the SNR ⁇ c, it is necessary to generate the weight coefficient ⁇ from the SNR.
- the weight coefficient ⁇ can be set according to the following formula:
- ⁇ (-6) is calculated to be 9/13, and since the previous measurement, the SNR is -2, which is greater than the signal index threshold c, the delay value 44Ts as the TOA output is the historical quality delay value.
- the TOA output from this measurement is 43Ts.
- a mobile TOA acquisition device for terminal positioning includes: a positioning reference signal receiving module 102, a time domain correlation processing signal generating module 104, a variable threshold threshold signal generating module 106, and a TOA searching module 108, wherein:
- the positioning reference signal receiving module 102 is configured to receive a positioning reference signal sent by the positioning transmitter.
- the TOA acquisition device for positioning the mobile terminal is based on a positioning receiver, and the positioning transmitter is a positioning receiver as a communication device of the ranging target.
- the positioning transmitter is a positioning receiver as a communication device of the ranging target.
- the mobile terminal MT actively measures the distance between the mobile terminal MT and a certain base station BS selected as the ranging target
- the mobile terminal MT is a positioning receiver
- the selected terminal is selected as a ranging target.
- the base station BS is a positioning transmitter. If the base station BS actively measures the distance between the base station BS and a certain mobile terminal MT, the base station BS is a positioning receiver, and the mobile terminal MT selected as the ranging target is a positioning transmitter.
- the positioning reference signal is a signal sent by the positioning transmitter in the telecommunication network for measurement or monitoring purposes.
- the mobile terminal MT and the base station BS are kept in sync, so that the same synchronization reference signal sequence is stored.
- the mobile terminal MT or the base station BS can transmit the synchronization reference signal sequence stored on each of them to the other party through the positioning reference signal.
- the positioning reference signal received by the mobile terminal MT can be a cell-specific reference signal sent by the base station (English: Cell specific) Reference Signal, referred to as: CRS) signal.
- CRS Cell specific Reference Signal
- the positioning receiver is the base station BS
- the positioning transmitter as the ranging target is the mobile terminal MT
- the positioning reference signal received by the mobile terminal MT can be the sounding reference signal uploaded by the mobile terminal MT (English: Sounding Reference Signal, Abbreviation: SRS).
- the process of acquiring the TOA by the mobile terminal MT as the positioning receiver and the base station BS as the positioning receiver is independent of the type of the positioning reference signal, in the following embodiments, only the mobile terminal MT is used as the positioning receiver.
- the CRS signal sent by the base station BS as the ranging target is received as a positioning reference signal as an example for description.
- the SRS signal uploaded by the mobile terminal MT as the ranging target is received as the positioning reference signal, and the details are not described herein.
- the time domain correlation processing signal generating module 104 is configured to perform time domain correlation processing on the positioning reference signal received by the positioning reference signal receiving module 102 and the synchronization reference signal sequence to obtain a correlation spectral value of the multipath signal component corresponding to the delay value. .
- the positioning reference signal sent by the positioning transmitter may undergo reflection, diffraction, etc. during the transmission process, the positioning reference signal may arrive at the positioning receiver through multiple paths, and the positioning reference signal received by the positioning receiver may have multipath.
- Sexual characteristics by performing time domain correlation processing on the positioning reference signal and the synchronization reference signal sequence on the positioning receiver, the correlation between the positioning reference signal and the synchronization reference signal sequence in the time domain can be determined to determine the positioning reference signal. Correlation spectral values corresponding to multipath signal components corresponding to different delay values.
- the mobile terminal MT may perform time domain correlation processing on the received CRS signal and the CRS sequence as the synchronization reference signal sequence on the mobile terminal MT.
- the distribution of the correlation spectral values of the multipath signal components with varying delays can be obtained.
- a schematic image of the distribution of correlation spectral values of the multipath signal component can be seen in FIG. In FIG. 3, if the correlation spectral value of the multipath signal component corresponding to a certain delay value is large, it indicates that a certain multipath signal component arrives at the positioning receiver after passing the delay value, that is, the positioning of the positioning transmitter.
- a certain path is selected and propagated to the positioning receiver. The length of the path causes the positioning reference signal propagating the path to propagate to the positioning receiver, which is generated in the power spectrum image of FIG. The corresponding delay value.
- the threshold threshold signal generating module 106 is configured to detect a channel parameter when the positioning reference signal is received, and generate a correlation spectrum threshold threshold that is deferred according to the channel parameter and a function of decreasing the time delay value.
- the correlation spectral threshold threshold is a value of a change in the delay value, rather than a constant change in the value of the delay.
- the correlation spectral threshold threshold can be generated using a function that is deferred at any time, and the noise vector of the delay value is filtered by adjusting the parameters in the function of the deferred value by the channel parameter detected in real time. To eliminate noise interference.
- the channel parameters may include a signal to noise ratio SNR, a signal to interference plus noise ratio SINR, a channel environment parameter, and the like.
- the channel environment parameters may include additive white Gaussian noise (AWGN), ETU, EPA, and the like.
- AWGN additive white Gaussian noise
- the function that is deferred at any time may select an exponential function that is deferred by the time delay value as the independent variable, and the variable threshold signal generating module 106 may be configured to decrement the time delay according to the SNR setting.
- the modified parameter value of the exponential function generates an associated spectral threshold threshold that is deferred at any time according to an exponential function that has a deferred value of the modified parameter value.
- ThresholdValue(t) is the correlation spectral threshold threshold
- t ref , k, b, and c are the parameter values of the exponential function, which can be set according to the actual situation. Due to the gradual slowdown of the exponential deceleration rate, a higher correlation spectral threshold threshold can be set for the strong noise with a lower delay value, and the decreasing rate of the correlation spectral threshold threshold is gradually slowed down as the delay value increases. Therefore, the generated correlation threshold threshold can be sharply dropped when the delay value is low, and gradually slowed down when the delay value is low, which can filter out the noise interference at the low delay value and avoid the shortest distance. The problem of the component of the positioning reference signal arriving (i.e., arriving via the first path FAP) is ignored due to the associated spectral threshold threshold being too high.
- the exponential function of the deferred value may be modified according to the SNR of the SNR.
- the threshold threshold signal generating module 106 is further configured to obtain a preset SNR threshold interval; The SNR threshold interval to which the detected signal-to-noise ratio SNR belongs; obtaining the corrected parameter value corresponding to the found SNR threshold interval, and setting the corrected parameter value as an exponential function that is deferred at any time.
- the signal-to-noise ratio SNR reflects the degree of noise interference of the current channel when the positioning reference signal is received.
- the correlation threshold threshold value when the delay value is low can be reduced by setting the parameter of the exponential function that is deferred at any time, thereby avoiding the positioning reference signal arriving at the positioning receiver through the first path FAP.
- the signal component is ignored because the correlation spectral threshold is too high; and when the signal-to-noise ratio SNR is low, the correlation threshold threshold when the delay value is low can be increased by setting the parameter of the exponential function that is deferred at any time.
- the noise is erroneously judged as the signal component of the positioning reference signal arriving at the positioning receiver through the first path FAP, thereby further improving the accuracy of acquiring the TOA.
- variable threshold threshold signal generating module 106 can also be used according to the formula:
- a correlation threshold threshold ThresholdValue(t) that is deferred at any time; wherein the variable t is a delay value, t ref is a reference delay, and S 1 (SNR) is a corresponding SNR threshold interval to which the detected signal to noise ratio SNR belongs
- S 2 (SNR) is a second modified parameter value corresponding to the SNR threshold interval to which the detected signal to noise ratio SNR belongs
- b is an adjustment coefficient whose value is between 0 and 1
- N 0 is
- Z n is the signal strength of the received positioning reference signal
- P(Z n ⁇ aN 0 ) is the probability that the received signal strength of the positioning reference signal is greater than or equal to aN 0 when the delay value is t, ⁇
- the optional adjustment coefficient b may be a preset parameter value corresponding to the channel environment parameter.
- the channel environment parameters may include AWGN, ETU, EPA, etc.
- the corresponding adjustment coefficient b may be set according to the channel environment parameter, so that the calculated correlation spectral threshold threshold can be adapted to multiple channel environments, thereby improving the measurement. The accuracy of the distance.
- the TOA search module 108 is configured to receive a correlation spectral value corresponding to the delay value generated by the time domain correlation processing signal generating module and a correlation spectral threshold threshold value corresponding to the delay value generated by the variable threshold threshold signal generating module, to The increasing sequence of the delay value traverses the delay value, and searches for the first traversed time and the correlation spectral value of the multipath signal component corresponding to the delay value is greater than the correlation spectral threshold threshold corresponding to the delay value.
- the value of the delay is used as the TOA output.
- the traversal may be traversed as the delay value increases.
- Correlation spectral threshold threshold corresponding to the correlation spectral value of the corresponding multipath signal component and the traversed delay value The value is compared. If the correlation spectrum value of the multipath signal component is determined to be greater than the correlation spectral threshold threshold for the first time at a certain time, the delay value corresponding to the time is the time when the positioning reference signal arrives at the positioning receiver through the first path FAP.
- the delay value because the straight line between the two points is the shortest, the signal component of the positioning reference signal arriving at the positioning receiver through the first path FAP is the signal component propagated to the positioning receiver by the positioning transmitter through the straight line, the delay The value is the TOA of the positioning reference signal.
- time domain correlation processing signal generating module 104 and the variable threshold threshold signal generating module 106 need to perform synchronously, that is, the time domain correlation processing is used to obtain the correlation value of the multipath signal component.
- the magnitude of the correlation spectral threshold threshold at that time is also calculated by the function of deferred value at any time. By inputting the two into the comparison circuit, the correlation of the first traversed multipath signal component corresponding to the delay value can be found.
- the spectral value is greater than the delay value of the correlation spectral threshold threshold corresponding to the delay value.
- the time domain correlation processing signal generating module 104 may obtain, according to a chip or a processor including a time domain related processing function, a first path signal of a correlation spectrum value of the multipath signal component that increases the variation over time, and at the same time, a threshold
- the threshold signal generation module 106 may be based on a chip or processor that includes a function calculation function (which may be the same processor as the chip or processor including the time domain related processing function), and obtain a correlation threshold threshold value that increases the variation of the time delay value.
- the TOA search module 108 can sample and detect the first path signal and the second path signal, and the time point of sampling is the traversal delay value. If the sampled first path signal is greater than or equal to a certain sampling time point.
- the second path signal, the delay value of the time point of the sampling is the first traversal found, and the correlation spectral value of the multipath signal component corresponding to the delay value is greater than the correlation spectral threshold corresponding to the delay value.
- the delay value of the threshold is the first traversal found, and the correlation spectral value of the multipath signal component corresponding to the delay value is greater than the correlation spectral threshold corresponding to the delay value.
- the parameter b can be adjusted according to the ETU type setting.
- the preset SNR threshold interval includes three intervals, the order is: (- ⁇ , -4], (-4, 4), [4, ⁇ ), and the first correction parameter value corresponding to each SNR threshold interval and the first
- the second modified parameter values are: 3 and 4 (corresponding to SNR threshold interval (- ⁇ , -4)), 2 and 2 (corresponding to SNR threshold interval (-4, 4)), 2 and 0 (corresponding to SNR threshold interval [4] , ⁇ )), then the above function to generate the relevant spectral threshold threshold can be:
- t ref can be set to 1Ts
- b can be set to 0.001
- the resulting correlation threshold threshold for deferred time delay is:
- the searched delay value may be determined as the TOA output according to the channel parameter of the current channel.
- the TOA search module 108 may also be used to determine The SNR or SINR is greater than or equal to the preset channel indicator threshold. If it is, it means that the channel environment is good, and the found delay value is suitable as the TOA output. At this time, the delay value as the TOA output can be buffered as the historical quality delay value. If the SNR or SINR is less than the preset channel indicator threshold, it indicates that the delay value of the search is obtained when the channel environment is bad, and a reasonable correlation threshold threshold is selected according to the foregoing manner, but there is still a misjudgment.
- the TOA lookup module 108 can be configured to generate a weight coefficient according to the detected SNR or SINR; obtain a cached historical quality delay value, and compare the historical quality delay value according to the weight coefficient The found delay value is weighted averaged to obtain a modified delay value, and the modified delay value is used as the TOA.
- the mobile terminal MT starts to receive the CRS signal sent by the base station BS as the ranging target as the positioning receiver, and if the above steps S102 to S108 are performed for the first time,
- the found delay value is t 1 , and if the detected SNR is greater than the channel index threshold c in the process of finding t 1 , it means that the time ranging is less affected by noise, and t 1 can be output as TOA.
- the mobile terminal MT receives the CRS signal sent by the base station BS as the ranging target as the positioning receiver, and obtains the obtained delay value obtained by performing the above steps S102 to S108.
- t 2 a strong interference occurs in the area where the mobile terminal MT is located, so that the detected SNR falls below the channel index threshold c, and t 2 is not output as the TOA, but the weight coefficient ⁇ is first generated according to the detected SNR. Then, it is necessary to take t 1 as the historical quality delay value into the reference, multiply t 1 by the weight coefficient ⁇ , multiply t 2 by the weight coefficient 1- ⁇ , and then add, and use the delay value obtained after the addition calculation as the TOA. Output.
- the TOA outputted in this way refers to the TOA output when the previous SNR is high, which can reduce the error of the delay value found in the environment with low SNR, thereby improving the accuracy of ranging.
- the mobile terminal MT may repeatedly perform the above steps S102 to S108 multiple times (for example, 100 times), and set each SNR according to the SNR detected each time.
- the weight coefficient of the obtained delay value is searched for, and then the weighted average is obtained according to the delay value obtained by each search and the corresponding weight coefficient, and the average value is output as TOA.
- the TOA generated in this way is obtained by repeatedly measuring, and by calculating the average value, the error in each measurement can be reduced, thereby improving the accuracy of the ranging.
- the corresponding first correction parameter value is 2, and the second correction parameter value is 0.
- the function for generating the correlation spectral threshold threshold value in the SNR environment is:
- t ref can be set to 1Ts.
- the signal index threshold c is -4, since the SNR ⁇ c, it is necessary to generate the weight coefficient ⁇ from the SNR.
- the weight coefficient ⁇ can be set according to the following formula:
- the delay value 44Ts of the TOA output is the historical quality delay value.
- the TOA output from this measurement is 43Ts.
- FIG. 8 depicts a structure of an apparatus for measuring time of arrival TOA according to another embodiment of the present invention, including at least one processor 1402 (eg, a CPU), at least one wireless transceiver (eg, an antenna, etc.) 1405 or other communication interface, memory 1406. And at least one communication bus 1403 for implementing connection communication between the devices.
- the processor 1402 is configured to execute executable modules, such as computer programs, stored in the memory 1406.
- the memory 1406 may include a high speed random access memory (RAM: Random Access Memory), and may also include a non-volatile memory such as at least one disk memory. Passed through at least one wireless transceiver 1405.
- RAM Random Access Memory
- the memory 1406 stores a program 14061 that can be executed by the processor 1402.
- the program includes:
- Detecting a channel parameter when the positioning reference signal is received and generating a correlation spectrum threshold threshold that is deferred by a delay value according to the channel parameter and a function of decreasing the time delay value.
- the delay value is used as the TOA output.
- the channel parameter when the reference signal is located is generated by the function of decreasing the value of the delay value, and the correlation threshold threshold value of the deferred value is generated, and the arrival time TOA output is generated by comparing the correlation spectral value of the multipath signal component with the correlation spectral threshold threshold.
- the correlation spectral value obtained is larger than that of the conventional technique in that the energy spectral value is used.
- the difference between the multipath signal and the noise is large, and the error generated when the correlation spectral threshold threshold is compared is small.
- the correlation spectrum threshold threshold of the deferred value obtained by the function of decreasing the value of the delay value is such that when the SNR is small, the correlation threshold threshold corresponding to the smaller delay value is larger, thereby filtering out the part. The effect of noise. Therefore, the TOA acquisition method and apparatus for positioning the mobile terminal can adapt to an environment with a small SNR, so that the accuracy of the ranging is improved.
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Abstract
Description
Claims (13)
- 一种对移动终端定位时的到达时间TOA获取方法,其特征在于,所述方法包括:接收定位发射机发送的定位参考信号;将所述定位参考信号与同步参考信号序列进行时域相关处理,得到与时延值对应的多径信号分量的相关谱值;检测接收所述定位参考信号时的信道参数,根据所述信道参数以及随时延值递减的函数生成随时延值递减的相关谱门限阈值;以所述时延值的递增的顺序遍历所述时延值,查找首个遍历到的且该时延值对应的多径信号分量的相关谱值大于该时延值对应的相关谱门限阈值的时延值,将查找到的时延值作为TOA输出。
- 根据权利要求1所述的对移动终端定位时的TOA获取方法,其特征在于,所述信道参数包括信噪比SNR;所述根据所述信道参数以及随时延值递减的函数生成随时延值递减的相关谱门限阈值包括:根据信噪比SNR设置随时延值递减的指数函数的修正参数值,根据所述已设置修正参数值的随时延值递减的指数函数生成随时延值递减的相关谱门限阈值。
- 根据权利要求1所述的对移动终端定位时的TOA获取方法,其特征在于,所述根据信噪比SNR设置随时延值递减的指数函数的修正参数值包括:获取预设的SNR阈值区间;查找所述检测到的信噪比SNR所属的SNR阈值区间;获取所述查找到的SNR阈值区间对应的修正参数值,设置为随时延值递减的指数函数的修正参数值。
- 根据权利要求3所述的对移动终端定位时的TOA获取方法,其特征在于,所述根据所述已设置修正参数值的随时延值递减的指数函数生成随时延值 递减的相关谱门限阈值为:根据公式:P(Zn≥aN0)=δ生成随时延值递减的相关谱门限阈值ThresholdValue(t);其中,变量t为时延值,tref为参考时延,S1(SNR)为检测到的信噪比SNR所属的SNR阈值区间对应的第一修正参数值,S2(SNR)为检测到的信噪比SNR所属的SNR阈值区间对应的第二修正参数值,b为取值在0至1之间的调整系数,N0为噪声常量,Zn为接收到的定位参考信号的信号强度,P(Zn≥aN0)为接收到的定位参考信号的信号强度在时延值为t时大于或等于aN0的概率,δ为概率阈值,a为P(Zn≥aN0)=δ的解。
- 根据权利要求1至4任一项所述的对移动终端定位时的TOA获取方法,其特征在于,所述信道参数包括信噪比SNR或信号与干扰加噪声比SINR;所述将查找到的时延值作为TOA包括:在所述SNR或SINR大于或等于预设的信道指标阈值时,将所述查找到的时延值缓存作为历史优质时延值,将查找到的时延值作为TOA。
- 根据权利要求5所述的对移动终端定位时的TOA获取方法,其特征在于,所述将查找到的时延值作为TOA包括:在所述SNR或SINR小于预设的信道指标阈值时,根据检测到的SNR或SINR生成权重系数;获取缓存的历史优质时延值,根据所述权重系数对所述历史优质时延值和所述查找到的时延值进行加权平均得到修正时延值,将所述修正时延值作为TOA。
- 一种对移动终端定位时的到达时间TOA获取装置,其特征在于,包括:定位参考信号接收模块,用于接收定位发射机发送的定位参考信号;时域相关处理信号生成模块,用于将所述定位参考信号接收模块接收到的 定位参考信号与同步参考信号序列进行时域相关处理,得到与时延值对应的多径信号分量的相关谱值;变门限阈值信号生成模块,用于检测接收所述定位参考信号时的信道参数,根据所述信道参数以及随时延值递减的函数生成随时延值递减的相关谱门限阈值;TOA查找模块,用于接收所述时域相关处理信号生成模块生成的与时延值对应的相关谱值和所属变门限阈值信号生成模块生成的与时延值对应的相关谱门限阈值,以所述时延值的递增的顺序遍历所述时延值,查找首个遍历到的且该时延值对应的多径信号分量的相关谱值大于该时延值对应的相关谱门限阈值的时延值,将查找到的时延值作为TOA输出。
- 根据权利要求1所述的对移动终端定位时的TOA获取装置,其特征在于,所述信道参数包括信噪比SNR;所述变门限阈值信号生成模块还用于根据信噪比SNR设置随时延值递减的指数函数的修正参数值,根据所述已设置修正参数值的随时延值递减的指数函数生成随时延值递减的相关谱门限阈值。
- 根据权利要求1所述的对移动终端定位时的TOA获取装置,其特征在于,所述变门限阈值信号生成模块还用于获取预设的SNR阈值区间;查找所述检测到的信噪比SNR所属的SNR阈值区间;获取所述查找到的SNR阈值区间对应的修正参数值,设置为随时延值递减的指数函数的修正参数值。
- 根据权利要求9所述的对移动终端定位时的TOA获取装置,其特征在于,所述变门限阈值信号生成模块还用于根据公式:P(Zn≥aN0)=δ生成随时延值递减的相关谱门限阈值ThresholdValue(t);其中,变量t为时延值,tref为参考时延,S1(SNR)为检测到的信噪比SNR所属的SNR阈值区间对应的第一修正参数值,S2(SNR)为检测到的信噪比SNR所属的SNR阈值区间对应的第二修正参数值,b为取值在0至1之间的调整系数,N0为噪声常量,Zn 为接收到的定位参考信号的信号强度,P(Zn≥aN0)为接收到的定位参考信号的信号强度在时延值为t时大于或等于aN0的概率,δ为概率阈值,a为P(Zn≥aN0)=δ的解。
- 根据权利要求7至10任一项所述的对移动终端定位时的TOA获取装置,其特征在于,所述信道参数包括信噪比SNR或信号与干扰加噪声比SINR;所述TOA查找模块用于在所述SNR或SINR大于或等于预设的信道指标阈值时,将所述查找到的时延值缓存作为历史优质时延值,将查找到的时延值作为TOA。
- 根据权利要求11所述的对移动终端定位时的TOA获取方法,其特征在于,所述TOA查找模块用于在所述SNR或SINR小于预设的信道指标阈值时,根据检测到的SNR或SINR生成权重系数;获取缓存的历史优质时延值,根据所述权重系数对所述历史优质时延值和所述查找到的时延值进行加权平均得到修正时延值,将所述修正时延值作为TOA。
- 一种测量到达时间TOA的设备,其特征在于,所述测量到达时间TOA的设备包括无线收发装置、存储器以及处理器,其中,所述存储器中存储一组程序,且所述处理器用于调用所述存储器中存储的程序,用于执行以下操作:接收定位发射机发送的定位参考信号;将所述定位参考信号与同步参考信号序列进行时域相关处理,得到与时延值对应的多径信号分量的相关谱值;检测接收所述定位参考信号时的信道参数,根据所述信道参数以及随时延值递减的函数生成随时延值递减的相关谱门限阈值;以所述时延值的递增的顺序遍历所述时延值,查找首个遍历到的且该时延值对应的多径信号分量的相关谱值大于该时延值对应的相关谱门限阈值的时延值,将查找到的时延值作为TOA输出。
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EP3255449A4 (en) | 2018-03-21 |
CN107003383A (zh) | 2017-08-01 |
EP3255449B1 (en) | 2019-08-07 |
CN107003383B (zh) | 2020-04-21 |
US10241188B2 (en) | 2019-03-26 |
BR112017020558B1 (pt) | 2022-08-09 |
BR112017020558A2 (zh) | 2018-07-17 |
US20180081024A1 (en) | 2018-03-22 |
EP3255449A1 (en) | 2017-12-13 |
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