US9270323B2 - Wireless communication synchronization system - Google Patents
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- US9270323B2 US9270323B2 US14/319,909 US201414319909A US9270323B2 US 9270323 B2 US9270323 B2 US 9270323B2 US 201414319909 A US201414319909 A US 201414319909A US 9270323 B2 US9270323 B2 US 9270323B2
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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
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/13—Receivers
- G01S19/24—Acquisition or tracking or demodulation of signals transmitted by the system
- G01S19/27—Acquisition or tracking or demodulation of signals transmitted by the system creating, predicting or correcting ephemeris or almanac data within the receiver
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/69—Spread spectrum techniques
- H04B1/707—Spread spectrum techniques using direct sequence modulation
- H04B1/7073—Synchronisation aspects
- H04B1/70735—Code identification
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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
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/02—Details of the space or ground control segments
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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
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/03—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers
- G01S19/10—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers providing dedicated supplementary positioning signals
- G01S19/11—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers providing dedicated supplementary positioning signals wherein the cooperating elements are pseudolites or satellite radio beacon positioning system signal repeaters
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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
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/13—Receivers
- G01S19/24—Acquisition or tracking or demodulation of signals transmitted by the system
- G01S19/30—Acquisition or tracking or demodulation of signals transmitted by the system code related
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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
- G01S5/0226—Transmitters
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
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- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L7/00—Arrangements for synchronising receiver with transmitter
- H04L7/0016—Arrangements for synchronising receiver with transmitter correction of synchronization errors
- H04L7/0033—Correction by delay
Definitions
- This disclosure relates to wireless code synchronization, including wireless code synchronization for global navigation satellite systems (GNSS).
- GNSS global navigation satellite systems
- Typical digital communication systems involve using a transmitter to send a bit stream to a receiver.
- the bit stream contains digital information that the receiver decodes and makes use of.
- the digital information is extracted by first converting the analog representation of the bit stream to digital samples. Each sample represents the signal at the time of sampling. Because of noise and other effects, signal transitions may not be cleanly represented.
- GNSS Global Navigation Satellite System
- GNSS Global Navigation Satellite System
- a receiver analyzes the signal information to determine position, velocity, and time estimates.
- the GNSS signal is used for various applications such as to determine the geographic location of a user's receiver anywhere in the world.
- the receiver on or near the earth's surface can calculate the exact position of the transmitting satellite and the distance (from the transmission time delay) between the satellite and the receiver.
- the transmitting satellite and the receiver are time synchronized.
- GNSS are especially sensitive because the GNSS signals are communicated between satellites above the earth's atmosphere and receivers on the earth's surface.
- the signals transmitted to the receiver are generated by the transmitter and therefore synchronized to the time base in the transmitter.
- the signals are not synchronized to the receiver's time base, and therefore the location of bit transitions in the receiver's time base cannot be assumed.
- FIG. 1 shows an example communication system that benefits from wireless code synchronization.
- FIG. 2 illustrates composition of an example signal used during wireless code synchronization.
- FIG. 3 illustrates an example signal receiver
- FIG. 4 illustrates an example flowchart with at least some of the steps involved in the detection of a code phase offset.
- GNSS Global Navigation Satellite System
- CDMA Code Division Multiple Access
- the embodiments may be beneficial for accurate and computationally efficient code phase synchronization of spread spectrum signals, such as GNSS signals, in the presence of frequency uncertainty.
- the techniques presented may be used during the synchronization of secondary codes such as those present in modern GNSS constellations like Beidou and Galileo.
- the code phase synchronization described is computationally efficient, less processing power within system is needed in association with receipt of communications, and can therefore be allocated to other functionality.
- the communication portion of the GNSS may not only have lower computational needs, but also consume less of the resources of the microchip(s).
- FIG. 1 shows an example communication system 100 in which a transmitter 110 transmits a signal 150 which is received by a receiver 120 .
- FIG. 1 illustrates only one transmitter 110 and one receiver 120 , more than one transmitter 110 may communicate with more than one receiver 150 in other examples.
- FIG. 1 further illustrates components of the signal 150 , including a Primary Code 160 , a Secondary Code 170 , and a data portion 180 .
- the signal 150 may not include a data portion 180 .
- the receiver 120 may receive a combination of signals such that some received signals contain data while some signals do not contain a data portion.
- Each signal component may be of a different periodicity but have a phase relation with each other.
- the transmitter 110 may transmit the signal 150 at a fixed rate.
- the transmitter 110 may also transmit the signal 150 arbitrarily based on a triggering event, such as receipt of an instruction to transmit data.
- the transmitter 150 may be a satellite, or at a satellite, such as a Global Position Satellite (GPS), in which case the transmitter 110 may transmit the signal 150 continuously at a given rate.
- GPS Global Position Satellite
- the signal 150 may be transmitted by a pseudolite, or a pseudo-satellite, such as a ground-based signal transmission system.
- the transmitter 110 may be stationary, or moving when transmitting the signal 150 .
- the transmitter 110 such as a satellite, may be designed to transmit the wireless signal 150 , as a spread-spectrum radio signal.
- the examples described further use a satellite in the role of the transmitter 110 , however the transmitter may be any other transmitting devices such as a wireless signal tower or a repeating station that may repeat a received signal.
- the satellite may include a modulator that uses Phase-shift keying (PSK) as a digital modulation scheme to convey the data 180 by changing, or modulating, the phase of a carrier wave.
- PSK uses a finite number of phases, each assigned a unique pattern of binary digits. Usually, each phase encodes an equal number of bits. Each pattern of bits forms a symbol that is represented by the particular phase.
- PSK Phase-shift keying
- a demodulator such as the receiver 120 determines the phase of the received signal and maps it back to the symbol it represents, thus recovering the original data.
- the receiver 120 may be designed specifically for the symbol-set used by the modulator.
- the wireless signal 150 may have at least three parts, or components described later. In addition to the three components, examples of the wireless signal 150 may include other components that benefit from embodiments described.
- the wireless signal 150 may have a data 180 portion.
- the data 180 may contain information necessary for the navigation, such as time and ephemeris data of the satellite.
- the data 180 may be a binary-coded message containing values that are herein referred to as “+A” and “ ⁇ A.”
- the message may be transmitted at a low frequency rate and may provide the navigation information.
- the value of +A can be 1 and the value of ⁇ A can be ⁇ 1 or 0.
- the carrier wave may be modulated by the date portion 180 during transmission of the signal 150 .
- the signal 150 may further have a primary code 160 .
- the primary code 160 may be a ranging code containing a relatively long known sequence of values that are herein referred to as “+B” and “ ⁇ B.” The value of +B can be a value of 1 and ⁇ B can be a value of ⁇ 1.
- the transmitter 110 may modulate the carrier wave using the primary code.
- the primary code 160 may be specific to the satellite and transmitted at higher rate than the data 180 .
- the primary code 160 also called pseudo-random noise (PRN) code, allows precise ranging so that multiple satellites, or transmitters, can broadcast signals at the same frequencies, which can be deciphered using CDMA technology.
- PRN pseudo-random noise
- the values of the PRN codes are called ‘chips’ instead of ‘bits’, to emphasize that they do not carry information, unlike bits of data 180 .
- the wireless signal 150 may further include a secondary code 170 , which may also be a PRN code.
- the secondary code 170 is, as indicated by its name, a second code, which multiplies the primary code 160 to form a longer code (called tiered code).
- the chipping rate of the secondary code 170 is, typically, lower than that of the primary code 160 .
- the values of the secondary code may also be referred to as ‘chips’, since they do not carry data.
- the length of one chip of the secondary code 170 is shown equal to one period of the primary code 160 . Any other relation between the rates of the primary code 160 and secondary code 170 is possible.
- one period of the primary code 160 may equate to two chips of the secondary code 170 .
- the secondary code 170 is typically used to acquire very weak signals, such as in indoor or urban environments.
- the secondary code 170 may be a shorter code than the primary code 160 .
- the carrier wave is further modulated using the secondary code 170 during transmission of the signal 150 .
- FIG. 2 illustrates an example composition of the signal 150 , such as a GNSS signal received by a receiver 120 , such as a GNSS receiver.
- a carrier wave 220 such as a 1575.42 MHz L1 carrier or a 1227.6 MHz L2 carrier may be modulated using various components to obtain the signal 150 .
- the carrier wave 220 may be modulated using PSK based on the data 180 , the primary code 160 , and the secondary code 170 .
- the data bits may be 20 milliseconds long and synchronized to the primary code 160 .
- One of the 1 ms periods in each 20 ms period is selected by the transmitting satellite as the beginning of a data period.
- each 20 ms data bit may be additionally modulated by the secondary code 170 . For example, as shown in FIG.
- the secondary code 170 may be a 20-symbol (or 20-chip) Neimann-Hoffman code (0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 0).
- the components may be used to modulate the carrier wave 220 using different combinations. For example, as shown in FIG. 2 , the primary code 160 may be multiplied by the secondary code 170 and the resulting product (ranging code) and the data bits may be summed. The multiplication and addition may be performed using modulo 2 values. Alternatively, the primary code 160 either multiplication or modulo 2 addition may be performed. The result of the sum may then be modulated onto the carrier wave using Binary Phase Shift Keying (BPSK) to generate the signal 150 that may be transmitted.
- BPSK Binary Phase Shift Keying
- the signal 150 may contain periodic extensions of the primary code sequence and the secondary code sequence along with the data.
- the code sequence may be a sequence of chips.
- the number of chips in the secondary code may be less than a number of chips in the primary code, and in some examples substantially lesser.
- the number of chips in a primary code sequence may be 1023, while the number of chips in a secondary code sequence may be 20.
- the receiver 120 may search for the presence of signals, such as the signal 150 , that travel through space, and try to synchronize with the signals identified from a corresponding transmitter.
- a GNSS receiver may be a radio navigation user device that identifies and synchronizes with satellite transmitting GNSS signals, so as to demodulate and extract the measurements and navigation information in the received GNSS signals. Since the signal 150 is phase shifted, the receiver 120 may reconstruct the carrier wave 220 and extract the codes and navigation data 180 from the received signal 150 .
- the receiver 120 is designed to be able to determine a shift in the phase of the received signal 150 relative to the transmitted signal.
- the receiver 120 may detect and determine the phase offset in the presence of a frequency uncertainty.
- the receiver 120 may additionally, or alternatively determine a frequency offset in the received signal 150 relative to the transmitted signal. The phase offset and the frequency offset may be used to synchronize the wireless signal receiver with the transmitter 110 .
- FIG. 3 illustrates an example receiver 120 .
- the receiver 120 may include electronic circuitry to perform various operations.
- the circuitry may include one or more processors 392 , such as signal processors, microprocessor and other such processors.
- the one or more processors may be capable of executing one or more computer executable instructions.
- the instructions may be stored in a memory 396 of the receiver 120 , or accessible by the one or more processors 392 via a communication interface, such as a communication port (not shown).
- the receiver 120 may further include an antenna 310 , a front end 320 , an oscillator 350 , a baseband processing unit 370 , and an application processing unit 380 .
- the antenna 310 may receive the signal 150 as an analog radio frequency signal.
- the received signal 150 may be input to the front end 320 .
- the analog signal may be down-converted, filtered, and digitized in the front end section 320 .
- the front end 320 may include a down converter 322 , an amplifier unit 324 and an analog to digital converter (ADC) 328 for the operations.
- the components of the front end 320 may be provided a clock signal from the oscillator 350 , which functions as a local clock source of the receiver 120 .
- ADC analog to digital converter
- the front end 320 generates a baseband representation of the signal 150 in a desired spectrum, such as an intermediate frequency (IF) spectrum, containing real and complex components, namely I (In-Phase) and Q (Quadrature) components, in baseband.
- IF intermediate frequency
- the baseband representation may be forwarded to the baseband processing unit 370 .
- the baseband processing unit 370 is responsible for the signal processing tasks to be performed on the digital signal.
- the baseband processing unit may also be responsible for determining code delay and carrier phase and frequency measurements in order to obtain the data 180 in the received signal 150 . Accordingly, the baseband processing unit 370 may have to identify a starting point and/or endpoint of the components of the received wireless signal 150 .
- the primary code 160 and secondary code 170 may have values that are known to the receiver 120 , the codes may be continuously repeated during the transmission.
- the received wireless signal 150 may also have shifted in phase and/or frequency, relative to the originally transmitted wireless signal due to several factors.
- Doppler effect relative movement of the receiver with respect to the transmitter
- environmental effects interference with other signals, and other such factors
- the oscillator 350 , or clock source may not be precisely synchronous with a clock source used by the transmitter 110 , which may cause a phase offset between the received signal and generated local signals.
- the application processing unit 380 may use the data 180 to provide navigation related information to a user, or to another system or device in communication with the receiver 120 .
- the data 180 may be used to provide a geographic location of the receiver 120 , which may be displayed to the user via a display unit.
- the geographic location may be transmitted to a separate system, or device, such as a server computer that may use the geographic location information to provide related information to the user.
- the server computer may provide points of interest in the vicinity of the geographic location of the receiver 120 .
- Various other applications of the navigation information contained within the data 180 are possible.
- the receiver 120 may perform a synchronization operation, which may be part of a signal acquisition operation.
- FIG. 3 further illustrates example components of the baseband processing unit 370 , particularly a local signal generator 372 , a primary code correlator 375 , and a secondary code correlator 377 .
- the components may be used for the synchronization operation.
- the components of the baseband processing unit 370 may operate using the oscillator 350 as a clock source.
- the baseband processing unit 370 may correlate the incoming signal 150 , in the baseband form provided by the front end 320 , with a replica of the expected signal to extract the primary code 160 .
- the local signal generator 372 may generate the replicas of the expected signal.
- the locally generated expected signal may include similar components as described with reference to FIGS. 1 and 2 , such as a primary code, and a secondary code, values of which are known a priori.
- the primary code correlator 375 may synchronize the primary code 160 in the received signal and a locally generated expected signal, and extract information related to the primary code 160 using a despreading operation.
- the local replica generated in the receiver has to take into account the signal carrier frequency, code delay, Doppler frequency, the PRN, or primary code 160 (which is unique to each satellite/signal), and secondary code 170 .
- the secondary code 170 may be unique to a satellite.
- satellites in a particular constellation, such as Galileo or Beidou may share a secondary code 170 .
- the secondary code correlator 377 may determine offsets associated with the received secondary code 170 .
- the secondary code 170 may be associated with one or both of a frequency offset and a code offset.
- a ‘frequency offset’ refers to the frequency difference between the received secondary code 150 and a locally generated expected secondary code.
- ‘Code offset’ or ‘phase offset’ refers to the degree of time synchronization between the received secondary code 170 and the locally generated secondary code.
- the synchronization may further involve the search for signal energy over a multitude of hypothesized secondary code offsets, and a multitude of hypothesized frequency offsets applicable to the secondary code 170 .
- This is typically visualized as a 2 dimensional search, with one dimension being frequency offset and the other dimension being code offset.
- Traditional approaches to secondary code synchronization in the presence of large frequency uncertainty involve computation of the energy associated with coherently and non-coherently integrated versions of the prompt correlator, or the primary code correlator output.
- the energy can be calculated over a two dimensional grid of secondary code phase offset and frequency offset hypotheses.
- the secondary code phase/frequency offset pair which results in the highest energy form the basis of estimates for secondary code phase and frequency offset, respectively.
- a full two-dimensional search over both secondary code phase as well as frequency offset may potentially be associated with excessive computational complexity.
- the quality of the frequency estimate is limited by the frequency hypothesis bin spacing.
- secondary code phase estimation is degraded at frequency offsets relatively far from the nearest frequency bin hypotheses (for example, half way between adjacent frequency bin hypotheses).
- the receiver 120 may determine the code offset and the frequency offset by a search over a single dimension, such as the secondary code offsets, thus determining the offsets in a more computationally efficient manner.
- the receiver 120 may achieve the efficiency by searching for secondary code phase offset in the secondary code chip transition domain.
- the disclosed techniques described throughout this document and employed by the example receiver 120 may provide more accurate and resource-efficient secondary code phase synchronization and frequency estimation of signals, such as GNSS signals, in the presence of frequency uncertainty.
- the signal component may be further expressed as:
- T C/A and T b are the C/A epoch interval and bit interval, respectively, while N is the number of C/A epochs spanning a bit interval.
- b m is the m th transmitted BPSK symbol
- p k is the k th sample of a secondary code chip modulated sequence of duration T b
- ⁇ is the bit phase offset.
- 2 ] E[
- IID independent, identically distributed
- ⁇ ⁇ , ⁇ ⁇ arg ⁇ max ⁇ ⁇ _ ⁇ ⁇ _ , ⁇ _ ⁇ ⁇ _ ⁇ ⁇ M ⁇ _ , ⁇ _ ⁇ ⁇ ( 5 )
- the receiver 120 may detect and determine the code phase offset and estimated frequency offset in a more efficient manner by searching a single dimension, unlike the two dimensional search expressed in the merit function of equation 5.
- the receiver 120 may determine the code phase offset and the estimated frequency offset by operating in the secondary code chip transition domain via complex conjugate products of the prompt correlator outputs coherently integrated to the C/A epoch.
- the complex conjugate product may be correlated against delayed versions of an appropriately defined reference sequence corresponding to the expected conjugate products in the absence of noise and frequency errors.
- delayed versions of the complex conjugate product may be correlated against an appropriately defined reference sequence corresponding to the expected conjugate products in the absence of noise and frequency errors.
- the complex conjugate products and/or the reference secondary code sequence may be delayed using delays that correspond to the different secondary code phase hypotheses.
- the correlation results are either a constructive or destructive summing according to the sign of corresponding chip transitions.
- the correlations may also be referred to as cross-correlations.
- a magnitude of the resulting correlations may be computed.
- the magnitude may be the absolute value of the final chip transition domain correlation operation.
- the delay corresponding to the correlation with the largest magnitude may be used to estimate the secondary code phase offset.
- the phase associated with the correlation with largest magnitude may be used to estimate the frequency offset.
- a one dimensional search over secondary code phase offsets may provide the code phase offset and the frequency offset of the secondary code.
- frequency estimates may be generated with minimal additional computation, and with accuracy.
- FIG. 4 illustrates an example flowchart with at least some of the steps involved in the detection of the code phase offset.
- the steps shown operate on outputs of the prompt correlators of the receiver 120 ( 402 ).
- the receiver 120 using the baseband processing unit 377 , may compute a lag-one conjugate product sequence of the secondary code component of the received signal 150 ( 404 ).
- a lag-p conjugate product sequence may be computed, such as lag-two, or lag-three.
- the real parts of the prompt correlator outputs may be integrated to the C/A as shown in equation 6A.
- l k Re ⁇ y k+1 y* k ⁇ k ⁇ 0, 1, . . . , K ⁇ 2 ⁇ (6A)
- a reference secondary code sequence may be an N element lag-one secondary code chip product sequence.
- the generated reference signals may be correlated with delayed versions of the complex conjugate product ( 410 , 414 ). For example, based on different hypotheses of the code phase offsets ⁇ circumflex over ( ⁇ ) ⁇ , correlations of the generated reference signals and the delayed versions of the complex conjugates may be computed.
- a single dimensional merit function, representative of the operation may be expressed as:
- the hypothesized code phase offsets may be used to generate delayed versions of the reference code sequences represented by d k ( 480 ), and the merit function may involve correlations of the delayed versions of the reference secondary code sequence and the complex conjugate products of the prompt correlator outputs coherently integrated to the primary code epoch ( 484 ).
- value of p in 404 may be 1.
- the receiver may form the merit function based on some combination of lag-p conjugate products, where p ⁇ 1.
- a magnitude of the resulting correlations may be computed.
- the correlation with maximum magnitude may be identified ( 440 ).
- the delay associated with the maximum magnitude correlation may be used to determine the phase offset.
- the associated delay may be output as the secondary code phase offset ( 460 ).
- the detected secondary code phase offset ⁇ circumflex over ( ⁇ ) ⁇ may then be expressed as
- the frequency offset ⁇ circumflex over ( ⁇ ) ⁇ may be estimated with essentially no additional computation based on the resulting correlations.
- the frequency offset may be calculated based on a weighted combination of multiple high peaks to estimate the frequency at those delays. For example, a subset of the resulting correlations may be selected to calculate the frequency offset.
- the subset may include a predetermined number of correlations.
- the correlations selected in the subset may be based on a predetermined magnitude threshold. For example, correlations above the predetermined magnitude threshold may be selected as the subset for determining the frequency offset. Alternatively, or in addition, other criteria to select the subset of correlations may be used.
- the receiver 120 may excise the complex conjugate products straddling bit-boundaries by using a variation of the merit function, such as:
- the excising may avoid impact of data bit transitions at the true secondary code phase offset.
- the receiver 120 may detect and determine the code phase offset and the frequency offset based on the complex conjugate product sequence and the one or more reference secondary code sequences, using a single dimension search.
- circuitry in many different ways and in many different combinations of hardware, or both hardware and software.
- all or parts of the system may include circuitry that includes a controller, a microprocessor, and/or an application specific integrated circuit (ASIC), or circuitry may be implemented with discrete logic or components, or a combination of other types of analog or digital circuits, combined on a single integrated circuit or distributed among multiple integrated circuits.
- ASIC application specific integrated circuit
- circuitry may include a processor, controller, or other processing device and may be stored in circuitry that includes a tangible or non-transitory machine-readable or computer-readable medium such as flash memory, random access memory (RAM) or read only memory (ROM), erasable programmable read only memory (EPROM) or other machine-readable medium such as a compact disc read only memory (CDROM), or magnetic or optical disk.
- a product such as a computer program product, may be circuitry that includes a storage medium and computer readable instructions stored on the medium, which when executed in an endpoint, computer system, or other device, cause the device to perform operations according to any of the description above.
- the circuitry may further include or access instructions for execution by the circuitry.
- the instructions may be stored in a tangible storage medium that is other than a transitory signal, such as a flash memory, a Random Access Memory (RAM), a Read Only Memory (ROM), an Erasable Programmable Read Only Memory (EPROM); or on a magnetic or optical disc, such as a Compact Disc Read Only Memory (CDROM), Hard Disk Drive (HDD), or other magnetic or optical disk; or in or on another machine-readable medium.
- a product such as a computer program product, may include a storage medium and instructions stored in or on the medium, and the instructions when executed by the circuitry in a device may cause the device to implement any of the processing described above or illustrated in the drawings.
- the implementations may be circuitry distributed among multiple system components, such as among multiple processors and memories, optionally including multiple distributed processing systems.
- Parameters, databases, and other data structures may be separately stored and managed, may be incorporated into a single memory or database, may be logically and physically organized in many different ways, and may be implemented in many different ways, including as data structures such as linked lists, hash tables, arrays, records, objects, or implicit storage mechanisms.
- Programs may be parts (e.g., subroutines) of a single program, separate programs, distributed across several memories and processors, or implemented in many different ways, such as in a library, such as a shared library (e.g., a Dynamic Link Library (DLL)).
- the DLL may store instructions that perform any of the processing described above or illustrated in the drawings, when executed by the circuitry.
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Abstract
Description
y k =s k +n k k∈Z + (1)
where Z+ is the set of non-negative integers, sk is the signal and nk is the noise component.
where A, ω, and θ are the signal amplitude, frequency (in radians per C/A epoch), and phase, respectively. In addition, TC/A and Tb are the C/A epoch interval and bit interval, respectively, while N is the number of C/A epochs spanning a bit interval. Lastly, bm is the mth transmitted BPSK symbol, pk is the kth sample of a secondary code chip modulated sequence of duration Tb, and φ is the bit phase offset.
nk CN(0, σ2) σ2 =E[|n k −E[n k]|2 ]=E[|n k|2]
Modeled as a realization of an independent, identically distributed (IID) sequence of circularly complex normal random variables of zero mean and variance δ2, where E[•] denotes statistical expectation.
lk =y k+1 y* k k∈{0, 1, . . . , K−2} (6)
where, (.)* denotes complex conjugation.
lk =Re{y k+1 y* k } k∈{0, 1, . . . , K−2} (6A)
d k =c (k+1)mod N C* k k∈{0, 1, . . . , N−1}. (7)
Alternatively, the hypothesized code phase offsets may be used to generate delayed versions of the reference code sequences represented by dk (480), and the merit function may involve correlations of the delayed versions of the reference secondary code sequence and the complex conjugate products of the prompt correlator outputs coherently integrated to the primary code epoch (484). For lag-one products, value of p in 404 may be 1. However, the receiver may form the merit function based on some combination of lag-p conjugate products, where p≧1.
and, the frequency offset {circumflex over (ω)}, may be estimated with essentially no additional computation based on the resulting correlations. For example, the frequency offset may be computed as the arctangent of the correlation with the maximum amplitude:
{circumflex over (ω)}=∠(V {circumflex over (φ)}). (10)
Alternatively, or in addition, the frequency offset may be calculated based on a weighted combination of multiple high peaks to estimate the frequency at those delays. For example, a subset of the resulting correlations may be selected to calculate the frequency offset. The subset may include a predetermined number of correlations. The correlations selected in the subset may be based on a predetermined magnitude threshold. For example, correlations above the predetermined magnitude threshold may be selected as the subset for determining the frequency offset. Alternatively, or in addition, other criteria to select the subset of correlations may be used.
The excising may avoid impact of data bit transitions at the true secondary code phase offset.
Claims (21)
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US14/319,909 US9270323B2 (en) | 2014-04-04 | 2014-06-30 | Wireless communication synchronization system |
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CN201510162279.8A CN104977593B (en) | 2014-04-04 | 2015-04-07 | Radio communication synchronization system |
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US10412752B2 (en) | 2016-07-26 | 2019-09-10 | Qualcomm Incorporated | Coexistence management of GNSS and wireless operations |
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EP3367579B1 (en) * | 2017-02-24 | 2023-06-07 | NEOSAT GmbH | Orthogonal correlation signals for detection and synchronization at low snr |
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CN110730146B (en) * | 2019-09-16 | 2021-04-06 | 金陵科技学院 | Reliability evaluation method of blind processing result of BPSK signal based on BM model |
US11821993B2 (en) * | 2020-06-01 | 2023-11-21 | Onenav, Inc. | Modernized consumer grade GNSS secondary code acquisition and signal tracking |
CN113708880B (en) * | 2021-07-30 | 2022-11-08 | 电子科技大学 | Spectrum symbiosis implementation method based on symbiosis interference suppression |
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