The present application claims priority of European patent application EP20213605.7 of Dec. 11, 2020 in the name of the applicant.
The present invention concerns, in embodiment, receivers and transmitters for chirp-modulated, spread-spectrum radio signals with the capability of determining the distance, or range between the transmitter and the receiver.
Chirp-modulated signal, as embodied by the LoRa™ technology of Semtech corporation, which will be referred to simply as LoRa in the following of this disclosure, are used in a variety of situations and particularly in low-power machine-to-machine communication over long distances. LoRa modulation is disclosed, among others, by European patent applications EP2449690 and EP2767848 in the name of the present applicant. Importantly, The LoRa modulation allows the determination of the propagation time between the transmitter and the receiver with simple means, accessible to low-power IoT devices.
Ranging over long distance is especially useful when it is desired to localise an object over long distances, possibly because the object has been stolen or mislaid, and in tracking of assets such as vehicles, cattle, or transportable containers.
In most application that involve ranging and localization, the tracked object is moving. Having a reliable estimation of the object's speed, as well as of its distance is advantageous, both for the intrinsic value of this information, and because it can be used to improve the reliability of the communication.
Radar systems can determine the speed of the tracked target through the determination of the Doppler shift of the return signal. Some systems based on active transponders have also this function, provided the frequency references of transmitter and transponder are aligned. LoRa receivers can determine their ranges without an accurate alignment of their frequency references, thanks to the duality between time and frequency that is inherent in LoRa modulation. Lacking accurately aligned frequency references, however, conventional LoRa systems cannot determine the Doppler shift of signals with precision.
EP2767848 describes a distance estimation which is not biased, assuming identical frequencies of operation in transmitter and receiver, and that transmitter and receiver are stationary. When the receiver and the transmitter are in relative motion, this does not hold. Other factors as thermal drift, aging, or crystal pulling from the amplifier, can have the same effect. A goal of the present invention is the provision of a radio system that overcomes these limitations.
U.S. Pat. No. 8,559,554 B2 discloses a strobed continuous-wave frequency-modulation ranging system.
In several known cases, including positioning of mobile nodes and beamforming, it is necessary or advantageous to know the angle of arrival of a radio signal. The present invention relates also to an advanced LoRa receiver that can determine this angle better than conventional receiver devices.
According to the invention, these aims are attained by the object of the attached claims.
Exemplar embodiments of the invention are disclosed in the description and illustrated by the drawings in which:
Several aspects of the chirp modulation technique employed in the present invention are described in European Patent Application EP2449690, which is hereby incorporated by reference, and will be reminded here summarily. The radio transceiver that is schematically represented in
Once the signal is received on the other end of the radio link, it is processed by the receiving part of the transceiver of
As discussed in EP2449690, the signal to be processed comprises a series of chirps whose frequency changes, along a predetermined time interval, from an initial instantaneous value f0 to a final instantaneous frequency f1. It will be assumed, to simplify the description, that all the chirps have the same duration T, although this is not an absolute requirement for the invention.
The chirps in the baseband signal can be described by the time profile f(t) of their instantaneous frequency or also by the function ϕ(t) defining the phase of the signal as a function of the time. Importantly, the processor 180 is arranged to process and recognize chirps having a plurality of different profiles, each corresponding to a symbol in a predetermined modulation alphabet.
According to an important feature of the invention, the received signal Rx can comprise base chirp (also called unmodulated chirps in the following) that have specific and predefined frequency profile, or one out of a set of possible modulated chirps, obtained from base chirps by time-shifting cyclically the base frequency profile.
In the example depicted, the frequency of a base chirps increases linearly from an initial value −BW/2 to a final value BW/2 where BW denotes the bandwidth spreading, but descending chirps or other chip profiles are also possible. Thus, the information is encoded in the form of chirps that have one out of a plurality of possible cyclic shifts with respect to a predetermined base chirp, each cyclic shift corresponding to a possible modulation symbol or, otherwise said, the processor 180 needs to process a signal that comprises a plurality of frequency chirps that are cyclically time-shifted replicas of a base chirp profile, and extract a message that is encoded in the succession of said time-shifts.
As it will be dearer in the following, the signal may include also conjugate chirps that are complex conjugate of the base unmodulated chirp. One can regard these as down-chirps, in which the frequency falls from f0=BW/2 to f1=−BW/2.
The operation of evaluating a time shift of a received chirp with respect to a local time reference may be referred to in the following as “dechirping”, and can be carried out advantageously by a de-spreading step that involves multiplying the received chirp by a complex conjugate of a locally-generated base chirp, sample by sample. This gives rise to an oscillating digital signal whose main frequency can be shown to be proportional to the cyclic shift of the received chirp. The demodulation then may involve a Fourier transform of the de-spread signal. The position of the maximum of the Fourier is a measure of the cyclic shift, and of the modulation value. In mathematical terms, denoting the k-th received symbol with Sjk, the corresponding modulation value is given by m(k)=arg maxn (|X(k,n)| where X(n,k)=(Sjk·-
The complex phase of each LoRa symbols is implicitly defined by its instantaneous frequency profile f(t), modulo an undetermined offset. In many implementations, for example those in which the symbols are synthesized by a voltage controlled oscillator, the phase can never show discontinuities, and each symbol has a phase offset that is implicitly determined by its cyclic shift, such that the phase is continuous at symbol borders, as shown in
The phase offset of each received symbol is detectable by the receiver, for example based on the phase at the peak of the Fourier transform after the dechirping operation. If X(n,k)=(Sjk·
Preferably, the signal transmitted and received by the invention are organised in frames that include a preamble and a data section, suitably encoded, The preamble and the data section comprise a series of chirps modulated and/or unmodulated, that allows the receiver to time-align its time reference with that of the transmitter, retrieve an element of information, perform an action, or execute a command. In the frame of the invention, several structures are possible for the data frame, depending inter others, on the channel condition, transmitted data or command.
In the presented example, the frame has a preamble followed by a data header 415 and a data payload 416. The preamble starts with detect sequence 411 of base (i.e. un-modulated, or with cyclic shift equal to zero) symbols. The detect sequence 411 is used in the receiver to detect the beginning of the signal and, preferably, perform a first synchronisation of its time reference with the time reference in the transmitter.
The end of the detect sequence is marked by one or more, preferably two, frame synchronisation symbols 412 that are chirps modulated with predetermined values, for example a first chirp with a modulation value of 4, and a second one with the opposite modulation N-4. These modulated symbols are used to get a frame synchronization as disclosed by EP2763321A1 and EP3264622A1.
Frequency synchronisation symbols 413 may consist in one or more, preferably two chirps that are complex conjugate of the base unmodulated chirp, hence they have an opposite slope to all other symbols. These are preferably followed by a silence 420 to allow the receiver's alignment, fine synchronisation symbols 414 that are unmodulated base chirps used to evaluate and correct a residual timing drift. Having demodulated the header, the receiver can determine a shift amount and adapt the frequency and phase of its dock with those of the sender, thus allowing the decoding of the following data.
The frame represented in
The ranging chirps 416 contains a succession of chirps having a predetermined structure. In a possible realization, the ranging chirps may be unmodulated chirps, i.e. base chirps.
Ranging synchronization (step 357): this is to align in time to the ranging symbols transmitted by the master. Indeed, there can be a time offset right after the header, as the header is robust to small time offsets.
Ranging computation (step 359). For each symbol, an adjusted dechirp operation is performed. A different local chirp is synthesized for dechirping each symbol in order to adjust for the timing drift: first the slope of the chirp is modified, by a very small fraction corresponding to the crystal offset. Second the starting frequency of the chirp is modified, to accommodate the accumulated timing error since the ranging synchronization instant, this value is equal to the symbol index times an evaluated timing drift per symbol. We here use fully the frequency-time equivalence of chirps, and the fact that these compensations are very small, In alternative, the receiver could interpolate over time, but this would be much more complex than a frequency shift. The compensations are small, frequency shifts of some PPMs won't make the signal step away from the channel. Frequency-time equivalence of chirps means that a time offset is equivalent, in certain aspects, to a frequency offset.
After FFT, the relative value of output at expected position (bin 0, no modulation) is compared to its neighbours, Then an interpolation is performed to find a fine timing (step 362). This amounts to evaluating the frequency of a sinusoid from a discrete observation of FFT values not exactly placed on the desired frequency and can be carried out in various ways.
Several symbols are averaged together to get the fine timing estimate. This allows the slave to determine the exact timing instant at which the response is to be transmitted by adding together the Coarse Timing shift and the Fine Timing shift determined form the header (step 350), the duration of the ranging sequence given by the expression Ranging_symbols_numbers x (symbol_duration+timing_drift_per_symbol) and a predetermined ranging response offset. The slave thus waits until the timing instant (step 364) and transmits a ranging response (step 367).
The ranging response offset is a predetermined time interval that accommodates processing time and uses the delay inside receive and transmit radios of the slave. Assuming the estimates are correct, the ranging response starting time of the signal at the antenna should equal the starting time of the received request, plus a fixed offset, preferably corresponding to an integer number of symbols. The ranging response offset can be constant or adaptively adjusted in order to compensate for temperature changes or other drift sources.
Importantly, by determining the coarse and fine time shift estimates and the timing drift, the slave device of the invention is capable to determine the time and frequency shifts of its own time reference with respect to that of the master, based on the time and frequency of chirps contained in the ranging request, thanks to the special property of the ranging request that includes chirp-modulated signals as explained above.
The ranging response is made of several unmodulated chirps. Preferably the same compensation is used than during the adjusted dechirp step 359 in ranging computation: a slope compensation, plus a timing drift accumulation compensation. This comes in addition to a compensation of transmitted frequency, according to estimated frequency. In this way, the ranging response is precisely aligned in time and frequency with the time reference of the master.
On the master side, the reception of ranging response (step 231) requires no further synchronization than a coarse timing alignment, to account for the unknown distance between slave and master. The master assumes that frequency and timing are perfectly aligned, The ranging response does not need to embed frequency estimation symbols. The master only estimates a timing, performing exactly the same steps (236 and 240) than the slave in ranging computation without compensation. This simplifies the modem, as the ranging core is common to both master and slave.
The above steps lead to an estimation of the range without a precise alignment of the frequency references of master and slave. The uncertainty on the frequency determination, in conventional LoRa exchanges is typically about 30 Hz (spreading factor SF7, BW-500 kHz mode). In an exchange between two LoRa devices, two independent errors sum up, hence the accuracy is of about 60 Hz, which corresponds to a relative speed of 75 km/h between slave and master, This s not enough in many cases.
In a variant of the invention, the reply chirps are aligned with the ranging chirps in time, frequency, and phase. The adjusted local chirps are adjusted in slope and include a frequency offset, as disclosed above. If the adjustments were carried out without minding to the phase, they would introduce minute variations in the phase of the symbols. LoRa receivers can demodulate symbols one by one regardless of their phase offsets but, to allow coherent reception, the adjustment is done in a way that does not modify the phase, such that the response chirps are aligned in phase with the ranging request. This step may include the estimation of a common phase over all symbols of the ranging request part.
The synthesis of the ranging response includes a step of phase compensation after each slope and timing compensation, so that the phase of the reply chirps is not altered by these. In addition, the slave response is compensated for the common phase error estimated during fine frequency estimation. Since the same PLL is used for reception and transmission, and since the RX/TX switch does not appreciably change the phase of this frequency reference, this compensation of phase will allow the master measure the phase of the propagation channel, if no Doppler shift is present. The master needs not compensate for a phase bias between receive and transmit at the slave side. In this variant of the invention, the master can ascertain the phase of the propagation channel modulo a constant, frequency-independent offset. An important information contained in this is the variation of channel phase with frequency.
In other variants of the invention, the accurate estimation of the phase is used for angle of arrival determination, using a diversity scheme on the master device. If the phase of the same signal, or the range or the distance to the transmitter, can be determined with enough precision by a plurality of antennas or by a plurality of receivers that are in a known space relationship, the angle of arrival can be determined by known methods.
Optionally, one or more device acting as passive listener, or spy, located on the same board as the master, using the same clock reference but each with a different antenna, could also listen to the ranging exchange between the master and the slave, and perform the timing and phase estimation processing. Combining the phase estimation of all the devices with the knowledge of antenna position allows to estimate an angle of arrival for the response, and so the direction of the slave.
In the embodiment illustrated on
In another embodiment shown in
Fine frequency estimation on the master side is also useful to detect and compensate a Doppler shift, however with some limitations on the detection range. Errors of a multiple of one frequency bin are not be observable. For instance, taking a spreading factor SF10, 125 kHz bandwidth, one frequency bin corresponds to 125 kHz/1024, or 122 Hz. If the frequency of operation is 2.4 GHz, this corresponds to a radial speed of 122/2.4e9*3e8/2=7.6 m/s=27 km/h. In some cases, therefore, the master could wrongly estimate that no Doppler is present. This limitation on direct Doppler shift estimation requires more estimation means.
According to an important aspect of the invention, the ranging requests comprises ranging chirps having different slopes, and the chirps of the ranging reply, being aligned in time and frequency with those, will have also different slopes. In LoRa modulation, the chirp slope determines the proportionality coefficient between time and frequency. If all the chirps have a same slope, there is an ambiguity between time offset and frequency offset. A diversity of slopes in the ranging chirps allow to determine the time and the frequency independently.
This is easy to see when the chirps have opposite slopes, as shown in
Denoting with t0 and t1 the time-of-flight estimates obtained by the up-chirps 416 and respectively the down-chirps 418, the average tc=(t0+t1)/2 provides an unbiased range estimate, while the difference (t1−t0) is an estimate of the frequency shift Δf and, neglecting other sources of drift, of the Doppler shift. Therefore, supposing the thermal drift negligible, the invention provides an improved range determination for moving devices and allows to deduce the Doppler shift and the relative velocity between master and slave. The estimation of tc and Δf can be executed in the master device, or in another device that is connected to the master (not represented), or by a passive radio device in the system of the invention that listens to the exchange between the master A and the slave B without emitting radio signals. Should the ranging sequences include chirps with different slopes, the unbiased range and the Doppler shift would be derivable by suitable linear combinations of the respective time-of-flight measurements, which reduce to the simple symmetric form disclosed above in the case of opposite slopes.
Preferably, the Doppler shift obtained with the method disclosed above is checked for consistency with the values of Doppler shift and position obtained for the same slave device in preceding measures, or against a predetermined maximum speed threshold, and rejected if found nconsistent.
The invention allows several variants in which the ranging chirps and the corresponding replies are variously distributed. In a possible implementation, the ranging chirps will be organized in two groups. A first groups of identical chirps with a first slope (for example rising chirps or up-chirps) and a second group of identical chirps with a second slope opposite to the first slope (for example falling chirps or down-chirps). The groups are separated by a time interval that can be variously extended, and may be a silence, during which the master does not transmit, or contain other chirps having any suitable meaning.
The ranging request containing the ranging chirps may be split into two separate data frames, as represented in
The variant of the invention disclosed above with reference to
In another variant of the invention the ranging message has two set of ranging chirps of different (preferably opposite) slopes in a frame, as shown in
The slave device, having detected the preamble of the frame responds with a first set of reply chirps 419, aligned to the first set of ranging chirps 416, and with second set of reply chirps 418 aligned with the second set of ranging chirps 417, with opposite (or different slope). An advantage of this second variant is that the break 530 can be rather short, thus minimizing frequency drifts. On the other side, this variant introduces a new ranging mode that may not be recognizable by legacy devices.
The time interval corresponding to the break 530 for the embodiment of
In a variant, several pairs of ranging exchanges occur after the preamble and header. This optimizes the time on air and reduces the delay between various measures. Successive pairs may be transmitted over different frequencies, or different antennas.
In a variant of the invention, the drift sources different from Doppler shift are characterized and can be estimated by the slave device based on the temperature and/or the data rate, and/or the frequency error. The slave device compensates them by inserting a delay between the received ranging chirps and the reply chirps, whose amount depends from temperature and/or data rate and/or frequency error and/or chirp slope.
The knowledge of the Doppler shift is per se a valuable information, which can be used to determine a relative speed of the slave node. In a variant of the invention, the distance between two devices is determined and tracked in time, using several range measurements to improve the precision, for example in a Kalman filter, or another suitable estimation algorithm. The relative speed between the nodes, deduced by the Doppler shift, can be added to the input variables of the estimation algorithm to improve its precision.
In a possible variant of the invention, the system may be configured to track not only the distance, but the position of one or more mobile nodes, based on the ranges and Doppler shifts between the mobile nodes and a set of gateways of known positions.
In the example of
In variants, a full determination of {right arrow over (v)}B or {right arrow over (v)}E could be obtained by listening to exchanges between several gateways acting as master and slave. The system could be extended to cases in which two or more nodes are moving, but these are not presented here to simplify the description. A combination of one or several active gateways which act as master and slave, and one or several spy or passive gateways which listen to the ranging exchanges without transmitting could provide position and velocity determination of the mobile nodes involved. The Doppler estimation from a passive gateway is the resultant of Doppler between mobile node and master gateway plus the Doppler between mobile node and passive gateway in a computable way.
In another variant, the gateways perform ranging exchanges between them, while one or several end-devices passively receive these exchanges. Thanks to the Doppler estimation feature of the invention, a mobile node can derive for each received ranging exchange the difference of its Doppler speeds towards the two gateways of that exchange. This gives an estimation of the projection of the mobile speed onto the line formed by these two gateways whose positions are known. Combining several pairs of gateways, un-aligned, gives an estimation of the speed vector.
The Doppler shifts can be used in the radio system of the invention also for other functions besides their use in ranging. For example, a high Doppler indicates a rapidly-varying channel, hence an elevated probability of fading and errors. A variant of the invention could estimate the quality of the transmission channel between a given pair of devices, based on the Doppler shift measured as above, and adjust the transmission mode, or the data rate in that channel, based on the Doppler shift estimation.
Number | Date | Country | Kind |
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20213605.7 | Dec 2020 | EP | regional |