RADAR TRANSCEIVER WITH PHASE NOISE CANCELLATION
20180113193 ยท 2018-04-26
Inventors
- Mario Huemer (Alkoven, AT)
- Alexander Melzer (Neutillmitsch, AT)
- Alexander Onic (Linz, AT)
- Rainer Stuhlberger (Puchenau, AT)
Cpc classification
G01S7/2813
PHYSICS
H03B2202/073
ELECTRICITY
G01S7/406
PHYSICS
G01S7/028
PHYSICS
G01S13/34
PHYSICS
International classification
G01S13/34
PHYSICS
Abstract
A method for cancelling phase noise in a radar signal is described herein. In accordance with one embodiment, the method includes transmitting an RF oscillator signal, which represents a local oscillator signal including phase noise, to a radar channel and receiving a respective first RF radar signal from the radar channel. The first RF radar signal included at least one radar echo of the transmitted RF oscillator signal. Further, the method includes applying the RF oscillator signal to an artificial radar target composed of circuitry, which applies a delay and a gain to the RF oscillator signal, to generate a second RF radar signal. The second RF radar signal is modulated by a modulation signal thus generating a frequency-shifted RF radar signal. Further, the method includes subtracting the frequency-shifted RF radar signal from the first RF radar signal.
Claims
1. A method for cancelling phase noise in a radar signal, the method comprising: transmitting a radio frequency (RF) oscillator signal, which represents a local oscillator signal including phase noise, to a radar channel; receiving a respective first RF radar signal from the radar channel, the first RF radar signal including at least one radar echo of the transmitted RF oscillator signal; applying the RF oscillator signal to an artificial radar target composed of circuitry, which applies a delay and a gain to the RF oscillator signal, to generate a second RF radar signal; modulating the second RF radar signal by a modulation signal to generate a frequency-shifted RF radar signal; and subtracting the frequency-shifted RF radar signal from the first RF radar signal.
2. The method according to claim 1, wherein one radar echo of the at least one radar echo is a short-range (SR) leakage signal caused by a SR target.
3. The method according to claim 1, wherein the phase noise included in the RF oscillator signal is also present in the first RF radar signal as well as in the second RF radar signal.
4. The method according to claim 1, wherein a first radar echo of the at least one radar echo is a short-range (SR) leakage signal caused by a SR target, the first radar echo being characterized by a round-trip delay time (RTDT), wherein the delay of the artificial radar target is significantly lower than the RTDT of the first radar echo.
5. The method according to claim 4, wherein the phase noise included in the RF oscillator signal is introduced into the first RF radar signal by the first radar echo.
6. The method according to claim 5, wherein the phase noise introduced into the first RF radar signal by the first radar echo is approximated by a phase noise included in the second RF radar signal amplified by a noise gain.
7. The method according to claim 6, wherein the modulation signal has an amplitude which is set dependent on the noise gain.
8. The method according to claim 6, wherein the noise gain is set based on the delay of the artificial radar target, the RTDT of the first radar echo and a power spectrum density of the phase noise included in the RF oscillator signal.
9. The method according to claim 4, wherein the modulation signal has a modulation frequency that depends on the RTDT of the first radar echo and the delay of the artificial radar target.
10. The method according to claim 4, wherein the modulation signal has a modulation frequency that is proportional to a difference between the RTDT of the first radar echo and the delay of the artificial radar target.
11. The method according to claim 1, further comprising: down-converting a third RF radar signal that results from subtracting the frequency-shifted RF radar signal from the first RF radar signal into a base-band to generate a base-band radar signal which includes at least one beat frequency corresponding to the at least one radar echo.
12. The method according to claim 11, further comprising: high-pass filtering the base-band radar signal to remove at least one of the at least one one beat frequency from the base-band radar signal which is caused by a SR target, and/or low-pass filtering the base-band radar signal to remove undesired image frequencies caused by the down-conversion.
13. The method according to claim 12, wherein the high-pass filtering is accomplished before or after the low-pass filtering, or wherein the high-pass filtering and the low-pass filtering are accomplished by a band-pass filter.
14. A radar transceiver, comprising: a local oscillator (LO) operably generating a radio frequency (RF) oscillator signal, which includes phase noise; at least one transmit antenna coupled to the LO for transmitting the RF oscillator signal to a radar channel; at least one receive antenna for receiving a first RF radar signal from the radar channel, the first RF radar signal including at least one radar echo of the transmitted RF oscillator signal; an artificial radar target coupled to the LO to receive the RF oscillator signal, and composed of circuitry, which applies a delay and a gain to the RF oscillator signal, to generate a second RF radar signal; a modulator coupled to the artificial radar target to receive the second RF radar signal, and configured to modulate the second RF radar signal with a modulation signal to generate a frequency-shifted RF radar signal; and an RF subtractor circuit coupled to the at least one receive antenna and the and configured to subtract the frequency-shifted RF radar signal from the first RF radar signal.
15. The radar transceiver according to claim 14, wherein the at least one transmit antenna and the at least one receive antenna are identical in a monostatic radar configuration.
16. The radar transceiver according to claim 14, further comprising: a first RF amplifier coupled between the LO and the at least one transmit antenna for amplifying the RF oscillator signal.
17. The radar transceiver according to claim 16, further comprising: a second RF amplifier coupled to the at least one receive antenna for amplifying the first RF radar signal.
18. The radar transceiver according to claim 17, wherein the second RF amplifier is coupled to the at least one receive antenna downstream of the RF subtractor circuit.
19. The radar transceiver according to claim 14, wherein the modulator is an I/Q-modulator that includes a first mixer and a second mixer to generate an in-phase signal and a quadrature signal, respectively, and further includes a hybrid coupler configured to combine the in-phase signal and the quadrature signal to generate the frequency-shifted RF radar signal.
20. The radar transceiver according to claim 19, wherein the I/Q-modulator includes a further hybrid coupler configured to direct the modulation signal to both, the first mixer and the second mixer.
21. The radar transceiver according to claim 14, wherein a first radar echo of the at least one radar echo is a short-range (SR) leakage signal caused by a SR target, the first radar echo being characterized by a round-trip delay time (RTDT), wherein the delay of the artificial radar target is significantly lower than the RTDT of the first radar echo.
22. The radar transceiver according to claim 21, further comprising: an oscillator configured to generate the modulation signal for the modulator with a frequency that depends on the delay of the artificial radar target and the RTDT of the first radar echo.
23. The radar transceiver according to claim 14, further comprising: a mixer coupled to the RF subtractor circuit and configured to down-convert, into a base-band, an output signal of the RF subtractor circuit representing a difference between the first RF radar signal and the frequency-shifted RF radar signal.
24. The radar transceiver according to claim 23, further comprising: a base band signal processing chain coupled to the mixer downstream thereof, the base band signal processing chain including at least one of: a high-pass filter, or a low-pass filter.
25. The radar transceiver according to claim 14, wherein the LO, the modulator, and the artificial radar target are integrated in a single monolithic microwave integrated circuit (MMIC).
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0009] The invention can be better understood with reference to the following drawings and descriptions. The components in the figures are not necessarily to scale; in-stead emphasis is placed upon illustrating the principles of the invention. Moreover, in the figures, like reference numerals designate corresponding parts. In the drawings:
[0010]
[0011]
[0012]
[0013]
[0014]
[0015]
[0016]
DETAILED DESCRIPTION
[0017] As mentioned above, radar echoes caused by the transmitted radar signal, when back-scattered by a short-range target, may introduce phase noise with a comparably high signal power into the receive path of the radar transceiver. This holds true for both, monostatic radar systems (with a common transmit/receive antenna) or bistatic (and pseudo-monostatic) radar-systems (with separate transmit/receive antennas). Some approaches exist for the real-time cancelation of SR leakage. However, not all approaches allow for a full integration of the RF frontend of the radar transceiver in a monolithic integrated microwave circuit (MIMIC).
[0018] One approach to cancel SR leakage in the digital intermediate frequency (IF) domain of an integrated radar transceiver makes use of a so-called artificial on-chip target (OCT). An OCT is essentially composed of a delay line integrated in the MIMIC. A significant cross-correlation between the phase noise (PN) in the SR leakage and the OCT output signal exists in the IF domain, even though the time delay of the OCT is significantly smaller than the round-trip delay time (RTDT) of the SR leakage. The RTDT is the time, which the radar signal needs to travel from the transmit antenna to the SR target and back to the receive antenna. As the actual cancellation of the SR leakage is accomplished in the IF domain, the quality of the cancelation is limited by the intrinsic noise floor of the MMIC (e.g. mixer noise, quantization noise from the analog to digital converter (ADC), etc.). In fact, there is a trade-off between the time delay of the OCT and the intrinsic noise floor.
[0019] The novel approach described herein, makes use of a signal processing architecture that performs the SR leakage cancelation in the radio frequency (RF) domain using the artificial OCT. Therewith, the requirements with regard to the intrinsic noise floor are relaxed. Before discussing the novel SR leakage cancellation approach in more detail, some general aspects on integrated FMCW radar systems are presented.
[0020]
[0021] In the radar transceiver 1, the received signal y.sub.RF(t) is demodulated by mixing the signal y.sub.RF(t) with a copy of the transmitted RF signal s.sub.RF(t) (reference signal) to effect a down-conversion of the RF signal y.sub.RF(t) into the base band. This down-conversion is illustrated in
[0022] As shown in the first timing diagram of
[0023]
[0024] In a frequency-modulated continuous-wave (FMCW) radar system, the transmitted RF signals radiated by the TX antenna 5 are usually in the range between approximately 20 GHz (e.g. 24 GHz) and 81 GHz (e.g. 77 GHz in automotive applications). However, other frequency ranges may be used. As mentioned, the RF signal received by the RX antenna 6 includes the radar echoes, i.e. the signal back-scattered at the so-called radar targets. The received RF signal y.sub.RF(t) are down-converted into the base band and further processed in the base-band or IF-band using analog signal processing (see
[0025]
[0026] The LO signal s.sub.LO(t) is processed in the transmit signal path as well as in the receive signal path. The transmit signal s.sub.RF(t), which is radiated by the TX antenna 5, is generated by amplifying the LO signal s.sub.LO(t), e.g., using an RF power amplifier 102. The output of the amplifier 102 is coupled to the TX antenna 5. The transmission channel (i.e. the electromagnetic transmission path), in which the radar targets are located and in which the radar signal is superimposed with noise w(t) (e.g. arbitrary white Gaussian noise, AWGN), is also illustrated in
[0027] In the present example, the received signal y.sub.RF(t) (i.e. the antenna signal) is pre-amplified by RF amplifier 103 (gain G.sub.L), so that the mixer receives the amplified signal G.sub.L.Math.y.sub.RF(t) at its RF input. The mixer 104 further receives the LO signal s.sub.LO(t) at its reference input and is configured to down-convert the amplified signal G.sub.L.Math.y.sub.RF(t) into the base band. The resulting base-band signal at the mixer output is denoted as y.sub.BB(t). The base-band signal y.sub.BB(t) is further processed by the analog base band signal processing chain 20 (see also
[0028] In the present example, the mixer 104 down-converts the RF signal G.sub.L.Math.y.sub.RF(t) (amplified antenna signal) into the base band. The respective base band signal (mixer output signal) is denoted by y.sub.BB(t). The down-conversion may be accomplished in a single stage (i.e. from the RF band into the base band) or via one or more intermediate stages (from the RF band into an IF band and subsequently into the base band). The base-band or IF-band signal y(t) is digitized (see
[0029]
[0030] According to the system model of
[0031] In the present example, the radar channel CH includes one short-range (SR) target T.sub.S (which is closer to the radar transceiver as a lower limit of the specified measurement range) as well as one or more normal radar targets which are located in a distance from the radar transceiver within the specified measurement range. The SR target T.sub.S is modelled as a series circuit of a delay element, which provides a delay time .sub.S, and an attenuator with a gain A.sub.S, wherein A.sub.S<1. Accordingly, the SR leakage y.sub.RF,S(t) may be expressed as:
y.sub.RF,S(t)=G.sub.T.Math.A.sub.S.Math.s.sub.LO(t.sub.S).(1)
The normal radar targets T.sub.i may also be modelled using a delay and a gain. While the radar signals pass through the radar channel CH, noise is superimposed on the transmitted radar signal G.sub.T.Math.s.sub.LO(t) as well as on the back-scattered radar signal. In the system model of
y.sub.RF(t)=y.sub.RF,S(t)+w(t)+.sub.i=1.sup.Ny.sub.RF,T.sub.
wherein y.sub.RF,Ti(t) is the radar echo back-scattered at target T.sub.i (i=1, . . . , N).
[0032] As mentioned, the OCT 3 is composed of a series circuit of a delay element, which provides a delay time .sub.O, and a gain A.sub.O. The local oscillator signal s.sub.LO(t) is supplied to the input of OCT 3, and thus the output signal y.sub.RF,O(t) of the OCT 3 can be expressed as:
y.sub.RF,0(t)=A.sub.O.Math.s.sub.LO(t.sub.O).(3)
[0033] According to the system model of
y.sub.RF(t)y.sub.RF,O(t)=y.sub.RF,S(t)y.sub.RF,O(t)w(t)+.sub.i=1.sup.Ny.sub.RF,T.sub.
One can see from equation 4, that the SR leakage y.sub.RF,S(t) can be completely cancelled if the output signal y.sub.RF,O(t) of OCT 3 is equal to the SR leakage y.sub.RF,S(t). This is the case when the delay time (RTDT) .sub.S of the SR target T.sub.S is equal to the delay .sub.O of OCT 3 (.sub.S=.sub.O) and if the gain A.sub.O of OCT 3 equals G.sub.TA.sub.S (see equations 2 and 3). However, the condition .sub.S=.sub.O is hard to comply with when the radar transceiver (or at least the RF frontend) is to be integrated in a single MMIC. In realistic examples the RTDT is of the short-range target T.sub.S is in the range of a few hundreds of picoseconds up to a few nanoseconds, whereas the delay .sub.O of an OCT is practically limited to a few picoseconds when implementing the radar transceiver on a single MMIC. In a single-chip radar higher values of delay .sub.O (which would be needed to ensure that .sub.S=.sub.O) would result in an undesired (or even unrealistic) increase in chip area. Further, the insertion loss of a delay line, which implements a delay .sub.S=.sub.O in silicon, would be severe. Thus the concept in
[0034] In view of the above explanations, it is noted that, for a realistic implementation of an OCT in an MMIC, the condition .sub.O<.sub.S should be observed. In fact, with an OCT having a short delay .sub.O (shorter than the RTDT .sub.S of the SR target T.sub.S) a cancellation of the SR leakage is not possible with the system illustrated in
s.sub.LO(t)=A.sub.LO.Math.cos(2f.sub.0t+kt.sup.2+.sub.LO+(t)),(5)
wherein A.sub.LO, f.sub.0, k, and .sub.LO denote the amplitude, the start frequency of the chip, the frequency slope of the chirp and the initial phase, respectively. Further, (t) denotes the phase noise (PN) of the local oscillator. Equation 5 is evaluated for t[0, T.sub.R], wherein T.sub.R denotes the duration of one chirp.
[0035] As the down-conversion by mixer 104 is a linear operation, the mixer output signal y(t)after suppression of noise and undesired side-bands and image frequencies by filter 20may be expressed as (cf. equation 4)
y(t)=y.sub.S(t)y.sub.O(t)+.sub.i=1.sup.Ny.sub.T.sub.
wherein y.sub.S(t), y.sub.O(t), and y.sub.Ti(t) are the contributions due to the SR target, the OCT and the normal radar targets, respectively. It is noted that the complete suppression of AWGN w(t) is a simplification which is, however, sufficient for the present discussion. With the transmit signal according to equation 5, the contribution of the OCT can be calculated as:
wherein f.sub.BO denotes the beat frequency resulting from the OCT, .sub.O denotes a constant phase, and .sub.O(t) denotes the so-called decorrelated phase noise (DPN), and wherein
f.sub.BO=k.sub.O,
.sub.O=2f.sub.0.sub.Ok.sub.O.sup.2, and
.sub.O(t)=(t)(t.sub.O).(8)
One can see from equations 7 and 8 that the resulting beat frequency f.sub.BO is directly proportional to the delay .sub.O of the OCT.
[0036] The contribution of the SR leakage y.sub.RF,S(t) to the filtered mixer output signal y(t) can be calculated in the same way as equations 7 and 8. Accordingly,
[0037] wherein f.sub.BS denotes the beat frequency resulting from the SR target, .sub.S denotes a constant phase, and .sub.S(t) denotes the respective DPN, and wherein
f.sub.BS=k.sub.S,
.sub.S=2f.sub.0.sub.Sk.sub.S.sup.2, and
.sub.S(t)=(t)(t.sub.S).(10)
[0038] It is noted that equations 7 to 10 are based on the assumption that AWGN w(t) is absent and the analog base-band processing chain 20 (essentially including a filter) does not distort the signal in the pass band. Furthermore, one can see from equations 8 and 10 that the beat frequencies f.sub.BO and f.sub.BS due to the OCT and the SR target, respectively, are linked:
Accordingly, if .sub.O<.sub.S, then the beat frequency f.sub.BO due to the OCT is smaller by a factor of .sub.O/.sub.S than the beat frequency f.sub.BS due to the SR target (.sub.O/.sub.S<1). At this point it should be noted that the delay .sub.O of the OCT and the RTDT .sub.S of the SR target are system parameters, which are either known or can be measured for a specific radar transceiver.
[0039] Furthermore, it is noted that, in equation 9, the DPN .sub.S(t) may be extracted from the cos() term and written as a separate phase noise term when using the approximations sin(.sub.S(t)).sub.S(t) and cos(.sub.S(t))1. This phase noise term would also be subject to filtering by the analog base-band processing chain 20. However, this effect is not important for the present discussion and thus neglected here. That is, it is assumed that the analog base-band processing chain 20 does not affect the filtered signals in the pass-band. In practice the low-pass filtering in the analog base-band processing chain 20 is considered by a modified DPN scaling factor (see equation 18 below).
[0040] To compensate for the frequency offset between f.sub.BO and f.sub.BS (see equation 11), the novel SR leakage cancelation approach described herein utilizes an I/Q modulator in the RF domain. For that purpose, the system model of
m(t)=A.sub.M cos(2f.sub.Mt+.sub.M), and(12)
y.sub.RF,OM(t)=y.sub.RF,O(t).Math.m(t)=y.sub.RF,O(t).Math.A.sub.M cos(2f.sub.Mt+.sub.M).(13)
The generation of the modulation signal m(t) is explained later and can be regarded as system input for the moment. Apart from the additional modulator 4, the system shown in
[0041] To elaborate the function and the effect of the additional modulator 4, the down-converted and filtered mixer output signal y(t) is considered. As the down-conversion by mixer 104 is a linear operation, the mixer output signal y(t)after suppression of noise and undesired side-bands and image frequencies by filter 20may be expressed as (cf. equation 6)
y(t)=y.sub.S(t)y.sub.OM(t)+.sub.i=1.sup.Ny.sub.T.sub.
wherein y.sub.S(t), y.sub.OM(t), and y.sub.Ti(t) are the contributions due to the SR leakage, the modulated OCT output and the echoes from the normal radar targets T.sub.i, respectively. The signal component y.sub.S(t) is defined in equations 9 and 10. The signal component y.sub.OM(t) can be calculated by combining equations 3, 5, and 13 and subsequent down-conversion into the base-band. The result can be obtained by a similar calculation as equations 7 and 8, and thus y.sub.OM(t) is
wherein
f.sub.BOM=k.sub.O+f.sub.M=f.sub.BO+f.sub.M,
.sub.OM=2f.sub.0.sub.Ok.sub.O.sup.2+.sub.M=.sub.O+.sub.M, and
.sub.O(t)=(t)(t.sub.O).(16)
[0042] With the above result, the parameters A.sub.M, f.sub.M, and .sub.M can be determined so that a cancellation of the SR leakage is achieved in the RF domain (note, the subtraction node S.sub.1 is upstream to the mixer 104). When comparing equations 15 and 16 with equations 9 and 10, one can see that cancellation of the SR leakage can be achieved when
Although a cancellation of the SR leakage may be achieved when choosing the Parameters A.sub.M, f.sub.M, and .sub.M according to equation 17, the corresponding DPN is not completely eliminated, because the DPN included in the SR leakage is not equal to the DPN included in the OCT output. That is,
.sub.O(t).sub.S(t), and
.sub.S(t).sub.O(t)=(t.sub.O)(t.sub.S).(18)
[0043] However, at this point it should be noted that cancellation of the resulting beat frequency from the SR leakage is not the primary goal but rather the cancellation of the DPN introduced by the SR leakage into the receive path of the radar transceiver. As mentioned, DPN introduced by SR leakage may cause an increase of the overall noise floor in the radar transceiver and thus cancellation of the DPN may significantly improve the performance of the radar measurements.
[0044] It can be shown (see, e.g., A. Melzer, A. Onic, F. Starzer, and M. Huemer, Short-Range Leakage Cancelation in FMCW Radar Transceivers Using an Artificial On-Chip Target, in IEEE Journal of Selected Topics in Signal Processing, Vol. 9, No. 8, pp. 1650-1660, December 2015) that the terms (t.sub.O) and (t.sub.S) are highly correlated even if the OCT delay .sub.O is significantly smaller than the RTDT associated with the SR target. Therefore, the DPN included in the SR leakage can be approximated as
.sub.S(t).sub.L.Math..sub.O(t),(19)
wherein .sub.L is referred to as DPN scaling factor, which may essentially be computed based on the delay values .sub.O and .sub.S and the power spectrum density of the phase noise (t), which can be determined by known measurement techniques. The DPN scaling factor .sub.L is a measure of how much the DPN included in the OCT output needs to be amplified such that it approximates the DPN included in the SR leakage. For example, with a typical phase noise power spectrum, .sub.S=800 ps and .sub.O=80 ps results in a DPN gain of .sub.L=9.987.
[0045] As compared to the SR leakage itself, the DPN terms .sub.O(t) and .sub.S(t) are sufficiently small to allow for a further approximation (e.g., cos(.sub.O(t))1 and sin(.sub.O(t)).sub.O(t)), by which the DPN can be transformed into amplitude noise. Applying the mentioned approximation on equations 9 and 14, it can be shown that cancellation of the DPN included in the SR leakage can be achieved when the amplitude value A.sub.M of the modulation signal m(t) is adjusted to
It is noted that, with this adjustment of the amplitude A.sub.M, the beat frequency f.sub.BS of the SR leakage (see equations 9 and 10) is not perfectly cancelled (as it could be when choosing A.sub.M according to equation 17). However, using a modulation signal m(t) with an adjusted amplitude according to equation 20 enables a better cancellation of the DPN .sub.S(t), which is included in the SR leakage. DPN cancellation may be regarded as more important than the complete cancellation of the beat frequency, since the DPN is responsible for a degradation of the sensitivity of the radar sensor. The only drawback is the remaining peak at the beat frequency f.sub.BS (in the spectrum of the mixer output signal) after cancelation, which, however, does not negatively affect distance and velocity measurement. Nevertheless, as the signal component oscillating at the beat frequency f.sub.BS may have a relatively high amplitude suppression of this signal component may still be desired in order to optimize analog-to-digital conversion (see
[0046]
[0047] The modulator further includes a first mixer 41 and a second mixer 42, both receiving the OCT output signal at their signal inputs. The first mixer 41 receives the signal m.sub.Q(t) at its reference input, and the second mixer 42 receives the signal m.sub.I(t) at its reference input. Therefore, the first mixer 41 generates a quadrature signal Q(t) as output signal, and the second mixer 42 generates an in-phase signal I(t) as output signal. Both output signal I(t) and Q(t) are supplied to a second 90 hybrid coupler 44, which is configured to combine both signals to generate the modulator output signal y.sub.RF,OM(t). The modulator 4 used in the present example is as such known as I/Q modulator and therefore not discussed in more detail herein. In essence, the I/Q modulator shifts the beat frequency f.sub.BO resulting from the OCT output by the frequency value f.sub.M. Accordingly, the frequency-shifted beat frequency f.sub.BOM resulting from the modulated OCT output is f.sub.BO+f.sub.M, which equals f.sub.BS if f.sub.M=f.sub.BSf.sub.BO as given by equation 16.
[0048] The modulation signal m(t) may be generated in the digital domain as digital signal m[n] (n being a discrete time index) and converted to an analog signal by a digital-to-analog converter (DAC) 45. The digital signal m[n] may be synthesized using any known technique (e.g. direct digital synthesis, DDS) for digitally generating sinusoidal signals. In the present example, the digital signal m[n] is generated by a digital oscillator OSC, which receives amplitude A.sub.M, frequency f.sub.M and phase .sub.M as input parameters. The digital oscillator OSC may be implemented using dedicated hardware integrated in the MMIC or, alternatively, may also be implemented using software instructions executed by a digital signal processor, e.g. DSP 40 (see
[0049] Also shown in
[0050] With the method and system described herein with reference to
[0051] Although the invention has been illustrated and described with respect to one or more implementations, alterations and/or modifications may be made to the illustrated examples without departing from the spirit and scope of the appended claims. In particular regard to the various functions performed by the above described components or structures (units, assemblies, devices, circuits, systems, etc.), the terms (including a reference to a means) used to describe such components are intended to correspondunless otherwise indicatedto any component or structure, which performs the specified function of the described component (e.g., that is functionally equivalent), even though not structurally equivalent to the disclosed structure, which performs the function in the herein illustrated exemplary implementations of the invention.
[0052] In addition, while a particular feature of the invention may have been disclosed with respect to only one of several implementations, such feature may be combined with one or more other features of the other implementations as may be desired and advantageous for any given or particular application. Furthermore, to the extent that the terms including, includes, having, has, with, or variants thereof are used in either the detailed description and the claims, such terms are intended to be inclusive in a manner similar to the term comprising.