Echo cancellation for time of flight analogue to digital converter
10825671 ยท 2020-11-03
Assignee
Inventors
- Martin Raymond Green (Bowdon, GB)
- Frank Buckley (Warrington, GB)
- Garry Michael Scott (Wigan, GB)
- Anthony Gilbert
Cpc classification
H01J49/0036
ELECTRICITY
H01J49/025
ELECTRICITY
International classification
Abstract
A method of mass spectrometry is disclosed comprising digitising a signal output from a detector to provide a first digitised signal. A finite impulse response (FIR) filter, a digital filter or an echo cancellation filter is applied to the first digitised signal in order to reduce the effect of baseline perturbations, echoes or ringing effects. Alternatively, an analogue signal output from a detector is passed to one or more first power splitters or dividers, wherein one or more first transmission lines are attached to one or more ports of one more said first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects.
Claims
1. A method of mass spectrometry comprising: passing a signal output from a detector to one or more first power splitters or dividers, wherein one or more first transmission lines are attached to one or more ports of one or more of said first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects, wherein a reflection of a part of the signal transmitted down a first transmission line comprises a cancellation signal, wherein the cancellation signal has a time delay governed by the propagation time along the first transmission line, and wherein a length of the first transmission line is selected such that the cancellation signal substantially reduces or cancels a baseline perturbation in the signal output occurring at a fixed, known or predetermined time after a signal from a main ion signal; and processing a signal output from said one or more first power splitters or dividers.
2. A method as claimed in claim 1, wherein a length of said one or more first transmission lines is set to a length so as to reduce or cancel out baseline perturbations, echoes or ringing effects.
3. A method as claimed in claim 1, wherein said one or more first transmission lines have a length selected to reduce baseline perturbations, echoes or ringing effects at a fixed, known or predictable time and/or position relative to one or more ion peaks or one or more signal peaks.
4. A method as claimed in claim 1, wherein said one or more first transmission lines have a termination impedance selected to reduce baseline perturbations, echoes or ringing effects having a fixed, known or predictable amplitude relative to one or more ion peaks or one or more signal peaks.
5. A method as claimed in claim 1, wherein a magnitude of the cancellation signal is controlled or selected by varying or selecting a termination impedance of the first transmission line.
6. A method as claimed in claim 1, further comprising using an Analogue to Digital Converter (ADC) to digitise said signal output from said one or more first power splitters or dividers or using a Time to Digital Converter (TDC) or other event counter to process said signal output from said one or more first power splitters or dividers.
7. A method as claimed in claim 1, further comprising directing ions on to said detector, wherein said detector comprises an ion detector of a Time of Flight mass analyser.
8. A method as claimed in claim 1, wherein at least one of the one or more first power splitters comprises an unequal power splitter.
9. A method of mass spectrometry comprising: passing a signal output from a detector to one or more first power splitters or dividers, wherein one or more first transmission lines are attached to one or more ports of one or more of said first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects, wherein at least one of said one or more first transmission lines has a length which is different from another of said one or more first transmission lines; and processing a signal output from said one or more first power splitters or dividers.
10. A method of mass spectrometry comprising: passing a signal output from a detector to one or more first power splitters or dividers, wherein one or more first transmission lines are attached to one or more ports of one or more of said first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects, wherein a length and termination impedance of said one or more first transmission lines are arranged such that a reflection of a part of the signal transmitted down a first transmission line substantially cancels out a baseline perturbation appearing at a time after a main ion signal; and processing a signal output from said one or more first power splitters or dividers.
11. A method of mass spectrometry comprising: passing a signal output from a detector to one or more first power splitters or dividers, wherein one or more first transmission lines are attached to one or more ports of one or more of said first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects; Providing one or more second power splitters or dividers, wherein said one or more second power splitters or dividers are attached to said one or more first transmission lines; and processing a signal output from said one or more first power splitters or dividers.
12. A method as claimed in claim 11, further comprising providing one or more second transmission lines attached to one or more ports of said one or more second power splitters or dividers.
13. A method as claimed in claim 12, wherein said one or more second transmission lines have a length selected to reduce baseline perturbations, echoes or ringing effects at a fixed, known or predictable time and/or position relative to one or more ion peaks or one or more signal peaks.
14. A method as claimed in claim 12, wherein a reflection of a part of the signal transmitted down both a first transmission line and a second transmission line which are attached by a same second power splitter of said one or more second power splitters comprises a cancellation signal, wherein the cancellation signal has a time delay governed by the propagation time along the first transmission line and the second transmission line.
15. A method as claimed in claim 12, wherein at least one of said one or more second transmission lines has a length which is different from another of said one or more second transmission lines.
16. A method as claimed in claim 12, wherein said one or more second transmission lines have a termination impedance selected to reduce baseline perturbations, echoes or ringing effects having a fixed, known or predictable amplitude relative to one or more ion peaks or one or more signal peaks.
17. A mass spectrometer comprising: a detector; one or more first power splitters or dividers; one or more first transmission lines attached to one or more ports of said one or more first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects; and a device for processing a signal output from said one or more first power splitters or dividers; wherein, in use, a signal output from said detector is passed to said one or more first power splitters or dividers, and wherein a reflection of a part of the signal transmitted down a first transmission line comprises a cancellation signal, wherein the cancellation signal has a time delay governed by the propagation time along the first transmission line, and wherein a length of the first transmission line is selected such that the cancellation signal substantially reduces or cancels a baseline perturbation in the signal output occurring at a fixed, known or predetermined time after a signal from a main ion signal.
18. A mass spectrometer as claimed in claim 17, wherein said device comprises an Analogue to Digital Converter (ADC) or a Time to Digital Converter (TDC) or other event counter.
19. A mass spectrometer as claimed in claim 17, wherein said detector comprises an ion detector of a Time of Flight mass analyser.
20. A mass spectrometer comprising; a detector; one or more first power splitters or dividers; one or more first transmission lines attached to one or more ports of said one or more first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects; one or more second power splitters or dividers attached to said one or more transmission lines; and a device for processing a signal output from said one or more first power splitters or dividers; wherein, in use, a signal output from said detector is passed to said one or more first power splitters or dividers.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) Various embodiments will now be described, by way of example only, and with reference to the accompanying drawings in which:
(2)
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DETAILED DESCRIPTION
(10) Various embodiments will be described in more detail below and relate generally to the processing of signals output from an ion detector arranged as a detector in, for example, an orthogonal acceleration Time of Flight mass spectrometer or mass analyser.
(11) The orthogonal acceleration mass spectrometer or mass analyser may comprise an ion pusher or acceleration device which is arranged to orthogonally accelerate ions into a time of flight or drift region of the mass spectrometer. Ions which have been orthogonally accelerated into the time of flight or drift region of the mass spectrometer may then be reflected by an ion mirror before the ions impinge upon an ion detector or are otherwise detected by an ion detector. The ion detector may comprise an electron multiplier.
(12) The time of flight of the ions passing through the time of flight or drift region of the mass spectrometer may then be determined and a resulting mass spectrum or mass spectral data may be obtained by combining the signals from multiple ion acceleration events.
(13) Each ion acceleration event will generate a single time of flight transient which may comprise an ion peak or a signal peak superimposed upon a baseline signal.
(14) The ion detector which is arranged to detect the ions after the ions have passed through the time of flight or drift region may be coupled to an analogue to digital converter (ADC) which may be arranged to digitise the signal output from the ion detector. The analogue to digital converter may be arranged to digitise each time of flight transient output by the ion detector.
(15) The signal line from the ion detector to the analogue to digital converter (ADC) may comprise a number of different individual components including co-axial cables, co-axial connectors, co-axial elbows, AC coupling devices, amplifiers, electrical discharge protection devices and attenuators.
(16) The analogue signal created when ions associated with a single time of flight transient (i.e. due to a single orthogonal acceleration push) strike an electron multiplier may be transmitted via the signal line to a data recording device such as an analogue to digital converter (ADC). The signal may be digitised by the analogue to digital converter (ADC) and the digitised signal may then be further processed before being summed into memory with signals from subsequent time of flight transients.
(17) Small Impedance mismatches in the signal line from the ion detector to the analogue to digital converter can give rise to reflections of the signal (i.e. echoes). With complex signal paths containing many small Impedance mismatches these reflections may appear as perturbations of the baseline signal with the result that perturbations in the baseline signal may appear after the main ion signal pulse or signal peak. In particular, the perturbations in the baseline signal may appear as ringing effects which are located or otherwise appear in time after the main ion signal pulse or signal peak.
(18) Perturbations in the baseline which appear after the main ion signal pulse may also be caused by parasitic capacitance which can result in ringing effects appearing after the ion signal pulse.
(19) For given impedance mismatches the amplitude of the perturbations is directly proportional to the amplitude of the original signal.
(20) In Time of Flight mass spectrometry these perturbations in the baseline can result in unwanted or undesired artefacts (or false ion peaks) appearing in the resultant mass spectrum or mass spectral data. This problem can be particularly significant at high ion flux.
(21) According to various embodiments a finite impulse response (FIR) filter, digital filter or an echo cancellation filter may be utilised wherein the finite Impulse response (FIR) filter, digital filter or the echo cancellation filter is programmed or otherwise set so as to reduce the effect of baseline perturbations, echoes or ringing effects which would otherwise appear in a time of flight transient after the main ion signal pulse or peak. Such an approach is in contrast to other known approaches wherein a finite impulse response filter is used to improve the smoothness of a detected ion peak or signal peak (but not to reduce distortions in the baseline after a detected ion peak).
(22) In particular, according to various embodiments the finite impulse response (FIR) filter, digital filter or echo cancellation filter which is used may be arranged to have (or may otherwise be programmed to have) a number of filter coefficients, wherein the filter coefficients may be matched to perturbations, echoes or ringing effects in the baseline of a signal. In particular, the filter coefficients may be programmed or otherwise set so as to reduce, minimise or essentially eliminate perturbations, echoes or ringing effects in a time of flight transient which may be caused by impedance mismatches in a signal path between the ion detector and a digitiser such as an analogue to digital converter and/or perturbations, echoes or ringing effects in a time of flight transient which may be caused by parasitic capacitance.
(23) The one or more filter coefficients may be set or programmed in dependence upon the amplitude and/or position of baseline perturbations, echoes or ringing effects which may be observed or predicted in digitised signals output from the ion detector. The one or more filter coefficients may be pre-determined and/or may be set or altered dynamically.
(24) The undesired baseline perturbations, echoes or ringing effects which are desired to be reduced or eliminated may be observed at a fixed, known or predictable time and/or position relative to one or more main ion peaks or signal peaks which may appear, for example, in a single time of flight transient.
(25) The undesired baseline perturbations, echoes or ringing effects may have a fixed, known or predictable amplitude relative to one or more main ion peaks or signal peaks.
(26) Applying a finite impulse response filter, digital filter or an echo cancellation filter to the digitised signal output from the ion detector and associated analogue to digital converter may result in a second (improved) digitised signal being produced or otherwise being output. The second digitised signal may be further processed. For example, according to various embodiments an improved second digitised signal may be reduced to time and intensity pairs (i.e. an ion peak may be reduced to a single intensity value and a corresponding single time or mass to charge ratio value).
(27) According to various embodiments a small degree or a reduced amount of baseline perturbation may still present in some of the second (nonetheless improved) digitised signals. However, any baseline perturbations, echoes or ringing effects which may still be present in the second digitised signals will still be substantially reduced relative to corresponding baseline perturbations, echoes or ringing effects which are present in the first digitised signal and which would otherwise be present in the final signal which is then further processed.
(28) Accordingly, various embodiments relate to at least reducing the effects of unwanted baseline perturbations, echoes or ringing effects present in ion signals or time of flight transients and especially undesired perturbations, echoes or ringing effects which may appear in time subsequent to that of the main ion signal or signal peak. Various embodiments are contemplated which essentially substantially remove all the effects of unwanted baseline perturbations, echoes or ringing effects present in ion signals which appear subsequent to that of the main ion signal or signal peak.
(29) The application of a finite impulse response (FIR) filter, digital filter or an echo cancellation filter in the manner described according to various embodiments and wherein the finite Impulse response (FIR) filter, digital filter or echo cancellation filter is set or programmed to have filter coefficients which are dependent upon the amplitude and/or position of undesired baseline perturbations, echoes or ringing effects (optionally relative to the amplitude and/or position of desired ion peaks) enables unwanted baseline perturbations, echoes or ringing effects which would otherwise appear in digitisation samples from a signal following ion arrivals at an ion detector to be reduced or substantially removed.
(30) The application of the finite impulse response (FIR) filter, digital filter or echo cancellation filter according to various embodiments beneficially does not substantially affect the intensity, shape or width of the signal due to ion arrival events at the ion detector (i.e. the application of the finite impulse response (FIR) filter, digital filter or an echo cancellation filter does not affect or alter the preceding ion signal or ion peak which Is due to ions impinging upon the ion detector). In summary, various arrangements are known which filter the ion signal peak but which do not filter any subsequent undesired perturbations in the baseline signal. In contrast, the present embodiments relate to a filter which removes undesired perturbations in the baseline signal subsequent to an ion signal peak but which does not (necessarily) filter the ion signal peak.
(31) Other embodiments are, however, contemplated wherein the finite impulse response (FIR) filter, digital filter or other form of filter may be arranged or other programmed both: (i) to filter out undesired perturbations in a baseline signal subsequent to an ion signal peak; and also (ii) to filter an ion signal peak by, for example, smoothing the ion signal peak and/or differentiating the ion signal peak.
(32) In contrast to other pulse shaping filters which are generally matched to the single ion response, the filter or the filtering effects of the filter according to various embodiments may be spread over significantly more or a greater number of time bins in order to encompass reflections caused by impedance mismatches in the signal line downstream of the ion detector. For example, embodiments are contemplated wherein the finite impulse response filter or digital filter is arranged and adapted or otherwise programmed to filter the signal so that the resulting filtering effect is spread over at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49 or 50 time bins.
(33) The method may further comprise summing multiple second digitised signals (i.e. digitised signals which have been processed and improved by the finite impulse response (FIR) filter, digital filter or echo cancellation filter) from subsequent acquisitions so as to produce a mass spectrum, composite mass spectrum or combined mass spectral data set or spectrum.
(34) Embodiments are contemplated wherein the signal output from the ion detector may be split into at least a first signal and a second signal, wherein the first signal passes along a first signal path having a first gain and the second signal passes along a second signal path having a second different gain. The first and second signals may be separately digitised and then the digitised signals may be combined or otherwise stitched together (selectively or otherwise) so as to produce a first digitised signal which may then be filtered by the finite impulse response (FIR) filter, digital filter or echo cancellation filter.
(35) The finite impulse response filter or the echo cancellation filter may be arranged so that it does not substantially change the shape and/or width of genuine ion peaks present in the signal output from the ion detector.
(36) The finite impulse response filter, digital filter or an echo cancellation filter may be arranged to change or alter the baseline optionally by reducing baseline perturbations, echoes or ringing effects at one or more positions which are substantially remote from the position of one or more ion peaks present in the signal output from the ion detector. In particular, the finite impulse response (FIR) filter, digital filter or the echo cancellation filter may be arranged to process the baseline signal which appears after or subsequent in time to an ion peak in a single time of flight transient signal (or a plurality of summed time of flight transients).
(37)
(38)
(39) It will be apparent from
(40) The single time of flight transient shown in
(41) The flight time of the ions (each having a mass to charge ratio of m/z 556.3) was approximately 32 s through the time of flight region of the orthogonal acceleration Time of Flight mass spectrometer. The signal output from the ion detector and which is a result of the ions impinging upon the ion detector has a FWHM of approximately 1.3 ns.
(42) According to an embodiment a 32 tap digital delay line filter (i.e. a form of finite impulse response (FIR) filter, digital filter or echo cancellation filter) may be used to filter the time of flight transient shown in
(43) According to an embodiment the coefficients of the finite impulse response (FIR) filter or an echo cancellation filter may be set (e.g. on a predetermined or dynamic basis) so as to reduce or minimise the effect of unwanted baseline perturbations, echoes or ringing effects which otherwise appear after the ion signal or ion peak due to ion arrival events at the ion detector.
(44)
(45) In particular,
(46) It should be understood, however, that it is not essential that a 32 tap digital delay line filter is used to processed the digitised signal. For example, various other embodiments are contemplated wherein a digital delay line filter having at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49 or 50 taps may be utilised.
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(48) It should be understood, however, that a different number of filter coefficients may be used and also that the values of each filter coefficient may differ from the values shown in
(49) The filter coefficients may take either positive and/or negative values. According to an embodiment at least some of the filter coefficients may take a value which a range comprising: (i) <200; (ii) 200 to 150; (iii) 150 to 100; (iv) 100 to 50; (v) 50 to 40; (vi) 40 to 30; (vii) 30 to 20; (viii) 20 to 10; (ix) 10 to 0; (x) 0-10; (xi) 10-20; (xii) 20-30; (xiii) 30-40; (xiv) 40-50; (xv) 50-100; (xvi) 100-150; (xvii) 150-200; and (xviii) >200.
(50) In the particular case of the filter shown and described above with reference to
(51) However, it should be understood that other embodiments are contemplated wherein the intensity in each digitisation bin in the output of the filter may be divided by a value other than 128 in order to rescale the original intensity.
(52) Application of the finite impulse response filter, digital filter or the echo cancellation filter according to various embodiments may result in a significant reduction (or substantial elimination) in or of the perturbations, echoes or ringing effects which would otherwise be observed or be present in the baseline after an ion signal or ion peak due to ion arrival events at the ion detector. In particular, the undesired effects or distortions in the baseline due to impedance and/or capacitive mismatches in the signal line can be substantially addressed or resolved without altering or otherwise affecting the shape and/or intensity of the signal or ion peak due to ion arrival events at the ion detector. Accordingly, the finite impulse response filter, digital filter or echo cancellation filter according to various embodiments is able to selectively reduce or remove undesired perturbations in the baseline without having any effect (or at least any substantial effect) upon the main ion signal or ion peak.
(53) Various different methods may be used to determine the coefficients of the filter which may be used to minimise the perturbations, echoes or ringing effects in the baseline after the signal peak(s). Methods of constructing adaptive filters with sophisticated optimisation algorithms are known and reference is made, for example, to Douglas, S. C. Introduction to Adaptive Filters, Digital Signal Processing Handbook, Ed. Vijay K. Madisetti and Douglas B. Williams, Boca Raton: CRC Press LLC, 1999. The optimisation algorithms disclosed therein are hereby incorporated by reference and will be understood by those skilled in the art.
(54) Those skilled in the art will be familiar with known methods such as those incorporated herein by reference above and which generally involve the calculation of a cost function or error function which is minimised in a closed loop process. An adaptive filter process may be used which attempts to minimise the error between the desired signal and the output of the filter.
(55) In order to determine the coefficients of the filter, a calibration step may first be performed. The digitised response for ion arrivals or ion arrival events may first be recorded. Based upon this signal an estimated or calculated ideal response for an ion arrival event and the associated filter coefficients necessary for this to occur may be calculated either automatically using an iterative process as described above, for example, or alternatively may be manually determined by e.g. trial and error or other methods. Common types of adaptive filters which may be used include a least mean squares (LMS) filter and a recursive least mean squares (RLS) filter.
(56) According to various embodiments discussed above a finite impulse response (FIR) filter, digital filter or an echo cancellation filter may be applied to a digitised signal output from e.g. an analogue to digital converter (ADC). However, other embodiments are contemplated wherein a similar effect may be achieved using a power splitter or divider which may be arranged upstream of a digitiser, analogue to digital converter (ADC), time to digital converter (TDC) or other event counter.
(57) It should be understood, therefore, that various alternatives or equivalents to using a finite impulse response having a number of programmed coefficients which are set so as to minimise undesired baseline perturbations, echoes or ringing effects are intended to fall within the scope of the present invention.
(58) A number of these alternative embodiments will now be described in more detail below.
(59) According to an embodiment various analogue components may be used or arranged prior to digitisation so as to enable echo cancellation to be achieved without implementation of a digital filter. However, such an approach may result in a small degree of attenuation of the main signal or ion peak signal (i.e. the main ion peak in a time of flight transient which is due to ions hitting the ion detector or otherwise being detected by the ion detector).
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(61) According to this embodiment an un-equal power splitter or divider 2 may be provided wherein the power splitter or divider 2 has an input 1. The input 1 to the power splitter or divider 2 may, for example, be arranged to receive an analogue output from an ion detector of a Time of Flight mass spectrometer or mass analyser. In particular, the Time of Flight mass spectrometer or mass analyser may comprise an orthogonal acceleration Time of Flight mass spectrometer or mass analyser. The analogue output from the ion detector may exhibit baseline perturbation effects due to impedance mismatches upstream of the power splitter or divider 2.
(62) The use of a power splitter or power divider circuit 2 in the manner as shown and described in relation to
(63) The output 3 from the power splitter 2 may be sent to an analogue to digital converter (ADC) which may be arranged to sample or digitise the signal output from the power splitter or divider 2.
(64) A length of transmission line 4 may be attached to a third port of the power splitter 2. The length of the transmission line 4 which is attached to the third port of the power splitter 2 may be arranged so as to determine the delay of an echo cancellation signal. The termination impedance 5 and the length of the transmission line 4 may be chosen such that the reflection of the part of the signal transmitted down the transmission line 4 substantially cancels out any perturbation in the baseline appearing at a time after the main ion signal (due to ions being detected by the ion detector) and may be arranged to equal the transit or propagation of the signal along twice the length of transmission line 4.
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(66) Embodiments are contemplated wherein multiple power splitter devices may be combined together in a number of different ways in order to emulate the multiple taps of a digital delayed filter with the advantage of providing greater flexibility in order to reduce Interferences caused by Impedance mismatches.
(67) With this in mind,
(68) The embodiment shown and described above with reference to
(69) Although the particular embodiment shown in
(70) Furthermore, although the embodiment shown in
(71)
(72) The various alternative embodiments shown and described above with reference to
(73) The one or more first transmission lines may have a length selected to reduce baseline perturbations, echoes or ringing effects at a fixed, known or predictable time and/or position relative to one or more ion peaks or one or more signal peaks.
(74) The one or more first transmission lines may have a termination impedance selected to reduce baseline perturbations, echoes or ringing effects having a fixed, known or predictable amplitude relative to one or more ion peaks or one or more signal peaks.
(75) As shown in
(76) Although only a single first power splitter or divider 2 and a single second power splitter or divider 6 is shown in
(77) The one or more second transmission lines L.sub.1-L.sub.n may have a length selected to reduce baseline perturbations, echoes or ringing effects at a fixed, known or predictable time and/or position relative to one or more ion peaks or one or more signal peaks.
(78) The one or more second transmission lines may have a termination impedance selected to reduce baseline perturbations, echoes or ringing effects having a fixed, known or predictable amplitude relative to one or more ion peaks or one or more signal peaks.
(79) An Analogue to Digital Converter (ADC) may be used to digitise the signal output from the one or more first power splitters or dividers or alternatively a Time to Digital Converter (TDC) or other event counter may be used to process the signal output from the one or more first power splitters or dividers 2.
(80) Accordingly, a mass spectrometer may be provided comprising an ion detector, one or more first power splitters or dividers with one or more first transmission lines attached to one or more ports of the one or more first power splitters or dividers in order to reduce the effect of baseline perturbations, echoes or ringing effects. A signal output from the detector is passed to the one or more first power splitters or dividers. An analogue to digital converter (ADC) digitiser or a time to digital converter (TDC) or other event counter may be provided which processes or digitises a signal output from the one or more first power splitters or dividers 2.
(81) According to various embodiments a signal output from an ion detector may be digitised to provide a first digitised signal. A digital filter or an echo cancellation filter may be applied to the first digitised signal in order to reduce the effect of baseline perturbations, echoes or ringing effects. The digital filter or echo cancellation filter may comprise a finite impulse response (FIR) filter.
(82) According to another embodiment a first signal may be produced from ions arriving at a detector and a copy of the first signal may be produced. The copy of the first signal may then be subtracted from the first signal in order to produce a second signal with the aim of reducing the effect of baseline perturbations, echoes or ringing effects. The copy may be delayed in time and/or may be scaled in amplitude.
(83) It should be understood that various different combinations of the different embodiments shown and described above with reference to
(84) The various embodiments described above (particularly those embodiments shown and described with reference to
(85) Although the present Invention has been described with reference to preferred embodiments, it will be understood by those skilled in the art that various changes in form and detail may be made without departing from the scope of the invention as set forth in the accompanying claims.