This invention relates to a method and apparatus for locating events, such as intrusions into secured premises, or breakdown or other events associated with structures, so that the location of the event can be determined.
Apparatus and method for locating events are disclosed in our U.S. Pat. Nos. 6,621,947 and 6,778,717, and U.S. application Ser. No. 11/311,009. The contents of these two patents and the application are incorporated into this specification by this reference.
The system used in the above-identified US patents utilises a bi-directional Mach Zehnder (MZ) interferometer in which counter-propagating signals are provided. By measuring the time difference of perturbed signals caused by an event, the location of the event along the sensing device formed by the Mach Zehnder interferometer can be determined.
Thus, when an event perturbs the MZ sensor portion of the system, the difference in the arrival time of the counter-propagating signals at the detectors can be used to calculate the exact location of the perturbation on the MZ sensor. This type of sensor can be applied to perimeter or infrastructure security applications, with typical sensing lengths exceeding 50 km.
The above US application specifically discloses improvements to the concept disclosed in the US patents by adjusting the input polarisation states to phase match the counter-propagating optical output signals. By matching the phase of the counter-propagating optical output signals, output fringes at the detectors are produced which are easily detected and therefore, the time difference between receipt of the two modified counter-propagating signals can be accurately recorded to more accurately determine the location of an event.
The invention provides an apparatus for locating the position of an event, comprising:
Preferably the fringe visibility monitor is for continuously monitoring fringe visibility so that when maximum fringe visibility drops below a predetermined threshold, the processor again determines two pairs of polarisation states which provide maximum fringe visibility and phase matched output signals, and resets the polarisation controllers to the polarisation states corresponding to the at least one pair of polarisation states.
Preferably there is a path length mismatch between the first and second arms of the Mach Zehnder interferometer, further comprising a dither circuit for modulating or dithering the wavelength of the light produced from the light source, the dithering of the light source resulting in the creation of artificial fringes when the signals propagating in one direction through the first and second arms and the signals propagating in the opposite direction through the first and second arms respectively interfere, to provide the fringes from which the two pairs of polarisation states are determined.
Preferably the detector comprises a first detector for one of the counter-propagating signals and a second detector for the other of the counter-propagating signals.
Preferably the processor is also for receiving outputs from the detectors and for processing the outputs to indicate an event and to determine the location of the event.
Preferably the detectors are connected to a Mach Zehnder output monitor for monitoring the counter-propagating signals detected by the detectors so that when the modified counter-propagating signals are detected, outputs from the monitor are supplied to the processor to determine the location of the event.
Preferably the dither circuit dithers the phase difference between the MZ arms by at least 360°, to produce artificial fringes, so that the drifting output of the Mach Zehnder interferometer operating point always displays its true fringe visibility.
Preferably the processor is for determining at least two pairs of polarisation states and one pair of those two pairs of polarisation states are used to set the polarisation controllers.
The invention also provides a method of locating an event comprising the steps of:
Preferably the method further comprises continuously monitoring fringe visibility so that when maximum fringe visibility drops below a predetermined threshold, again determining the two pairs of polarisation states and resetting the polarisation of the counter-propagating signals in accordance with those two pair of polarisation states.
Preferably the method further comprises dithering the wavelength of the light, the dithering of the light source resulting in the creation of artificial fringes when the signals propagating in one direction through the first and second arms interfere, and the signals propagating in the opposite direction through the first and second arms interfere, to provide the fringes from which the two pairs of polarisation states are determined.
Preferably the light wavelength is dithered by an amount which leads to the dithering of the phase difference between the MZ arms by 360°, to produce artificial fringes, so that with a drifting operating point, the Mach Zehnder's counter-propagating outputs always display their true fringe visibility.
Preferably at least two pairs of polarisation states are determined and the polarisation states of the counter-propagating optical signals are set to one pair of those two pairs of polarisation states.
The invention also provides an apparatus for locating the position of an event, comprising:
Preferably the dither circuit continuously dithers the wavelength of the light at an electrical frequency outside the expected electrical frequency band caused by a detected perturbation, so that the dithering of the wavelength of the light does not interfere with detection of the perturbation.
Preferably the perturbation event has a frequency in the bandwidth from 1 kHz to 20 kHz and the apparatus includes a band pass filter for filtering outputs from the detectors to the bandwidth of from 1 kHz to 20 kHz for perturbation detection and location of the perturbation.
Preferably the wavelength band of the dithered wavelength of the light is produced by a dithering frequency above 50 kHz.
Preferably the main controller is for performing a global iterative search to initially select a plurality of random input polarisation states randomly distributed over the whole of a Poincare sphere to determine the initial polarisation states to which the polarisation controllers are set for providing maximum fringe visibility and phase matched counter-propagating output signals, and if fringe visibility drops below the predetermined value, a localised search around the previously set polarisation states is conducted to determine new polarisation states which provide maximum fringe visibility and phase-matching, and the main controller controls the polarisation controllers in accordance with those new polarisation states.
Preferably the main controller comprises a fringe visibility monitor for monitoring fringe visibilities of the fringes, the fringe visibility monitor having a circuit for determining a maximum or minimum value for each counter-propagating optical signal, and a circuit for determining the difference between the counter-propagating optical signals, a Mach Zehnder output monitor for determining receipt of the modified counter-propagating optical signals by detecting a change in the fringes caused by a perturbation, the fringe visibility monitor and the Mach Zehnder output monitor being connected to the detector, a processor connected to the fringe visibility monitor and the Mach Zehnder output monitor for determining the location of the event, and for controlling a polarisation controller driver to in turn control the polarisation controllers to set the polarisation states of the counter-propagating optical signals.
The invention also provides a method of locating an event comprising the steps of:
Preferably the wavelength of the light is continuously dithered at an electrical frequency outside the expected electrical frequency band caused by a detected perturbation, so that the dithering of the wavelength of the light does not interfere with detection of the perturbation.
Preferably the perturbation event has a frequency in the bandwidth from 1 kHz to 20 kHz and the method further comprises band pass filtering outputs from the detectors to the bandwidth of from 1 kHz to 20 kHz for perturbation detection and location of the perturbation.
Preferably the dithered wavelength of the light is produced by a dithering frequency above 50 kHz.
Preferably the method further comprises performing a global search to select a plurality of random input polarisation states randomly distributed over the whole of a Poincare sphere to determine the initial polarisation states to which the polarisation controllers are set for providing maximum fringe visibility and phase matched counter-propagating output signals, and if fringe visibility drops below the predetermined value, a localised search around the previously set polarisation states is conducted to determine new polarisation states which provide maximum fringe visibility and phase matching, and controlling the polarisation of the counter-propagating signals supplied to the Mach Zehnder interferometer in accordance with those new polarisation states.
Preferably the method further comprises monitoring fringe visibilities of the fringes, determining a maximum or minimum value for each counter-propagating optical signal, determining the difference between the counter-propagating optical signals, detecting the modified counter-propagating optical signals by detecting a change in the fringes caused by a perturbation.
Preferred embodiments will be described, by way of example, with reference to the accompanying drawings, in which:
With reference to
It is possible to control the alignment of polarisation states of the interfering signals, and therefore the fringe visibility of a MZ, by controlling the polarisation of the light signal in the input lead fibre. In fact, at any given time, there are two possible polarisation states at the input lead of the fibre MZ for which the fringe visibility of the outputs of a unidirectional MZ is at a maximum approaching unity. This is shown in
With reference to
The counterpropagating outputs of the bi-directional MZ will also drift and vary in the same fashion. For each direction, there will also be two input polarisation states for which the MZ outputs will achieve a maximum output fringe. Although the choice of either one of these input polarisation states achieves a maximum output fringe, and thus a maximum sensitivity for a conventional MZ, in the case of a bi-directional MZ 10 used to locate events, the choice of input polarisation state for each direction carries an important significance. For this discussion, it will be assumed that only one MZ output for each direction is used (clockwise—CWout and counterclockwise—CCWout).
For the CW propagation direction there are two possible input polarisation states which give maximum output fringes—SOP1a and SOP1b. Equally, for the CCW propagation direction, the two possible input polarisation states which give maximum output fringes are SOP2a and SOP2b.
Although there are 4 possible pairings which will simultaneously lead to maximum fringes at both Locator MZ outputs of the bidirectional MZ (SOP1a and SOP2a, or SOP1a and SOP2b, or SOP3b and SOP2a, or SOP1b and SOP2b,), only two of these pairings will lead to the MZ outputs that have both maximum fringe visibility and are exactly matched in phase. This means that it is always possible to choose counterpropagating input polarisation states for the bidirectional MZ which always leads to maximum fringe and phase matched outputs when in the rest state (no disturbance on sensing arms 14 and 15).
The bi-directional MZ 10 shown in
For the CW propagation direction there are the two possible input polarisation states which give maximum output fringes—SOP1a and SOP1b. Equally, for the CCW propagation direction, the two possible input polarisation states which give maximum output fringes are SOP2a and SOP2b. These polarisation states can be represented on a Poincare sphere as shown in
For the example shown in
This phase and amplitude matching condition is important for the apparatus and method of the preferred embodiment, as it will allow for the most accurate location of events on the sensing cable to be determined. This means that it is essential that there is no time difference between the counter-propagating drifting MZ output signals when the MZ 10 is in the rest state (no disturbance). If the counter-propagating outputs are not matched in phase, then this will lead to the introduction of an error in the time difference calculation and thus the calculation of the location.
The achievement of counter-propagating, phase-matched maximum fringe outputs leads to two important results with respect to the system. It allows for accurate locating of events, as well as maximum sensitivity of the bi-directional MZ.
Input polarisation states which lead to amplitude and phase matched counter-propagating outputs are not limited only to the input polarisation states which achieve maximum output fringes. There is also a plurality of other input polarisation state pairs which also lead to amplitude and phase matched outputs, but with sub-maximum fringe visibilities. For example, it is possible to adjust both polarisation controllers 43 and 44 such that the fringe visibility of both outputs is identical and less than the theoretical maximum of 100%, but phase matched. Although a reduction in fringe visibility will lead to a reduction in sensitivity of the bidirectional MZ 10, as long as the fringe visibility is kept relatively high (for example >75%), it is still possible for the system to calculate accurate locations whilst maintaining an acceptable level of sensitivity. It is preferable however that the MZ is always operated at its maximum sensitivity.
The variation in fringe visibility of the MZ 10 output (i.e. from couplers C4 and C5) for each direction in the bi-directional MZ can be plotted on a Poincare sphere to show the relationship between input polarisation states and MZ output fringe visibility. A typical response is shown in
The two unique input polarisation states which lead to a maximum fringe visibility form two opposite ‘poles’ on the sphere, SOPCW1 and SOPCW2 (
The position of opposing maximum fringe visibility poles, and therefore the latitudinal and equatorial belts, will vary according to the birefringence of the bi-directional MZ system, namely the input lead 12 and MZ arms 14 and 15 for the CW direction. This can be thought of as a rotation of the fringe visibility poles and latitudinal belts around the sphere. The minimum fringe visibility is not necessarily always zero, as would be expected in an ideal MZ 10, but can be non-zero. The actual value of the minimum fringe visibility will also vary with the birefringence of the MZ 10 for that direction. So in summary, a change in birefringence in the MZ 10, which for the CW direction can include a change in the birefringence in the input lead length 12, and/or MZ sensor arms 14 and 15, can cause not only the fringe visibility poles and latitudinal belts to rotate, but can also change the range of fringe visibilities possible. Importantly, though, the maximum fringe visibility always approaches unity, irrespective of the birefringence of the MZ system.
Looking at the CCW direction of propagation (shown in
Just as is the case in a conventional unidirectional MZ, the PIFF effect will also be present in a bi-directional MZ for both directions. This means that not only will the fringe visibilities of the counterpropagating outputs vary with time, but non-equal birefringence induced phase lags in each counterpropagating output can introduce a phase error that will lead to incorrect calculation of the location of an event.
In the apparatus of the preferred embodiments, it is necessary to search and find the input polarisation states for the CW and CCW directions of the bidirectional MZ 10 which correspond to both MZ outputs having the same fringe visibility and being phase matched. Preferably, the fringe visibility needs to be continuously monitored.
For an apparatus which is using a standard continuous wave laser as its source, it is not possible to continuously monitor the fringe visibilities of the two MZ outputs, especially in the absence of disturbances. This is because the time taken for the MZ output intensities to go through a full fringe amplitude excursion will vary with time and will be a function of the random phase fluctuations in both arms 14 and 15 of the MZ 10, as well as the PIFF due to the random birefringence changes in the fibres along the length of the bi-directional MZ system.
One way to continuously monitor fringe visibility is by artificially creating fringes at the counterpropagating outputs of the bidirectional MZ. Fringes can be artificially created in a MZ by using a transducer in one of the sensing arms to modulate the phase of the light propagating through the fibre. However, for a practical system where it is preferable that the sensing cables are totally passive, this is not a practical solution.
A more practical technique for stimulating fringes in a fibre MZ is to modulate or dither the wavelength of the laser source 16. As long as there is a path length mismatch between the MZ arms 14 and 15, then the modulation in optical wavelength (which can also be expressed as an optical frequency) will lead to the creation of fringes. This comes about due to the wavelength dependent phase difference between the MZ arms caused by the path length mismatch. For a Mach Zehnder 10 with a path length mismatch ΔL, the phase difference Δφ between the arms can be expressed by:
where nco is the refractive index of the fibre core, c is the speed of light in a vacuum, and Δν is the laser's optical frequency change. In the case of a bidirectional MZ, as is described in
For a MZ whose operating point is at quadrature, a full fringe excursion can be achieved for a given path length mismatch by modulating the laser source's frequency/wavelength by an amount which results in Δφ=πc. For a typical fibre core index nco=1.46, a path length mismatch ΔL=1 m, and a full fringe Δφ=πc will give an optical frequency dither of
For a centre wavelength of 1550 nm, this corresponds to a wavelength dither of ˜0.8 pm.
One of the simplest ways to modulate the wavelength of a standard laser diode is to modulate the drive current to the laser. These types of lasers however do not normally have a high enough coherence to be suitable for the applications discussed herein.
The pumped fibre laser source 16 requires a mechanical modulation of the fibre laser's cavity, or fibre Bragg gratings to achieve wavelength modulation. This can be achieved by using either a temperature tuning approach, or a mechanical piezo tuning approach using a piezo transducer (PZT). Since temperature tuning is very slow, the piezo tuning method is more suited to such a laser in order to achieve the wavelength dithering or modulation.
As illustrated in
This requirement is determined by the fact that the operating point 21 of the MZ drifts in and out of quadrature with time, and the creation of only one full fringe, that is, Δφ=180°, would not be sufficient to continuously show the true fringe visibility.
If the dithering is used to achieve at least 360° of phase modulation at all times, the true fringe visibility of the stimulated fringes can be continuously monitored, irrespective of the drift of the MZ output's operating point.
To make sure that the stimulated fringes do not interfere with the fringes created by the events which are to be sensed by the apparatus, it is important for the frequency of the stimulated fringes to be in a frequency range well outside that of the event signals detected by the apparatus. For example, in a typical installation, where the frequency range of interest may be 0-20 kHz, the fundamental frequency of the stimulated fringes should be higher, eg. 50 kHz.
As shown in
As is apparent from
The output of the detectors 40 and 50 is monitored by output monitor 60 and the perturbation or event is determined by passing digitised versions of both output signals detected by the detectors 40 and 50 through a band pass filter having, for example, a band width of 1 kHz to 20 kHz. The arrival of the modified propagating signals within this bandwidth, and the time difference between receipt of the counter-propagating signals enables the event or perturbation to be recognised and also the location of the event to be determined.
In this embodiment the laser 16 is a diode pumped bragg grating base doped fibre laser. To dither the wavelength of the laser 16, a piezoelectric transducer (not shown) is used, for example, on the internal bragg gratings in the fibre laser to modulate the output wavelength of the laser 16.
To phase match the signals CCWout and CWout which are received from the arms 14 and 15 and from coupler C4 and C5 when the MZ 10 is at rest (i.e. no event or disturbance is being detected) artificial fringes are created at the couplers C4 and C5 and detected at the detectors 40 and 50. The artificial fringes are created by a dither signal, which has a frequency above the event frequency of the perturbations which are expected to be provided to the Mach Zehnder 10 and sensed by the Mach Zehnder 10, is applied to the laser 16 from dither signal source 70. This dithers the wavelength of the laser and effectively creates fringes whose frequency consists of the dither frequency and harmonics of the dither frequency (as has been described in detail with reference to
By using the suitable path length mismatch ΔL previously described and adjusting the amplitude of the dithering, continuous fringes are created at the outputs (i.e. couplers C4 and C5) of the Mach Zehnder 10 and which are supplied to the detectors 40 and 50. The outputs which are received by the detectors 40 and 50 will be composed of the dither frequency as well as harmonics of the dither frequency. The fringe visibility monitor 80 is connected to the detectors 40 and 50 for detecting the artificial fringes and determining the fringe visibility for each direction. The frequency range of the artificial fringes is above the event signal frequency range caused by a perturbation. Microprocessor 62 uses a suitable control algorithm, such as a simulated annealing control algorithm (to be described in detail hereinafter), to search and adjust the input polarisation controllers PCcw and PCccw via driver 63 so that the stimulated artificial fringes are at a maximum visibility and phase matched. Once a suitable input polarisation state from each of the controllers is achieved, that polarisation state is set. A control algorithm is used to adjust the input polarisation controllers PCcw 43 and PCccw 44 to counteract any PIFF, so that the phase matched maximum fringe visibility condition is maintained.
The fringe visibility monitor 80 is constructed using circuits which continuously measure the maximum and minimum levels of the stimulated fringes from the bidirectional MZ 10 outputs (i.e. CCWout and CWout). These levels are then used to calculate the fringe visibility (FV) of the outputs, which is given by
where max is the maximum peak level and min is the minimum peak level. The degree of phase matching can also be measured by using a difference circuit to subtract one of the counterpropagating outputs from the other. If the stimulated fringes are phase matched, this difference will approach a minimum, that is, ideally zero. An additional Max and Min peak detector is used to measure the amplitude of the difference signal. This is shown in
With reference to
The polarisation controllers provide endless polarisation control, that is, have the ability to convert any arbitrary input polarisation state into any desirable polarisation state. This can be represented on the Poincare sphere as covering the whole surface of the sphere. Preferably electronically controlled polarisation controllers, such as those with at least three liquid crystal based voltage adjustable retarder stages should be used. This does not exclude any other types of electronically controlled polarisation controllers (non liquid crystal based). In this example, four-stage liquid crystal based polarisation controllers are used. The polarisation controllers adjust the polarisation state of the light propagating through them with the use of four square wave voltages amplitudes, one for each adjustable retarder stage. Each polarisation state can therefore be represented by a set of four square wave voltage amplitudes.
When using a bidirectional MZ 10 as a locating sensor, at any given time, it is necessary to be able to search and find any one of two possible pairs of suitable counterpropagating input polarisation states which lead to maximum fringe and phase matched outputs when the sensor is in the rest state. In this embodiment, the simulated annealing based algorithm will be described for doing this. The flow charts for this algorithm are shown in
It is important to note that the algorithm needs no absolute knowledge of the input polarisation states and only sends 4 control voltage amplitudes to each polarisation controller. No knowledge of exactly where on the Poincare sphere either input polarisation state lies is required. Each polarisation state (SOPn) which is set by each polarisation controller is represented only by a set of four voltage amplitudes (SOPn=(V1, V2, V3, V4)). By adjusting these voltages, the polarisation states can be controlled. With this algorithm, there is also no need to calibrate the voltages against actual polarisation states. The Poincare sphere will however be used to illustrate the different concepts described herein.
To find the counterpropagating input polarisation states which lead to phase-matched maximum fringe outputs for the bidirectional MZ outputs, the polarisation control algorithm will first enter a Global Simulated Annealing state (state 1 in
The Global Simulated Annealing algorithm is an efficient and iterative way for quickly searching and finding the phase-matched maximum fringe outputs for both directions of the bidirectional MZ. The Global Simulated Annealing algorithm is actually described in more detail in
A search space, defined by a number of sub-population points around each initial population point is determined by randomly varying the set of voltage amplitudes for that population point within a defined range, or step size, which corresponds to a significant area on the Poincare sphere (for example about 10%-20%). As long as enough initial population points are chosen, the total search space should effectively cover most of the Poincare sphere. This is illustrated in
Note that
Using the signals from the Fringe Visibility Monitor 80, as indicated in
The process of checking the fringe visibilities of each sub-population point for each population point, and then copying those with the highest fringe visibilities into a new list of population points continues until all current population points have been evaluated. This process takes place in both the CW and CCW directions simultaneously.
At this stage of the process there will be a new list of population points for both the CW and CCW directions. If there are population points with fringe visibilities above a specified threshold (normally around 90%) for both the CW and CCW directions, then their corresponding counterpropagating outputs are cross-checked for phase matching. The degree of phase matching is calculated using the maximum and minimum peak level signals from the difference circuit in the Fringe Visibility Monitor as was described by
The new lists of population points for both the CW and CCW directions are sorted based on both the fringe visibility of each point and their degree of phase-matching (state 9 in
The size of the search area around each of the population points is reduced, as well as the maximum number of population points for next simulated annealing iteration (state 10 to 12 in
The new lists of population points are culled to ensure that we do not have more than the maximum number of population points, with only the best possible input polarisation states being retained (based on the earlier sort).
It is important to stress that dithering the wavelength of the laser 16 by applying a sinusoidal voltage to the piezo device in the laser 16 generates the stimulated artificial fringes in the MZ 10. The fringe visibility (amplitude) of these stimulated fringes however is not affected by the dithering, but rather the birefringence changes in the fibre MZ system. By adjusting the polarisation controllers 43 and 44 at the inputs, the fringe visibility of the CW and CCW outputs can be controlled. So it is actually the polarisation controllers at the inputs which change the fringe visibility.
The polarisation controllers are each made up of 4 liquid crystal based retarder plates (each plate is essentially a birefringent medium). Each plate requires a square wave voltage. By applying 4 square wave voltages to each plate, each different amplitudes, allows the polarisation controller to adjust any input polarisation state to any desired polarisation state (you need at least three plates to do this). These voltages are generated by the PC driver 63. The PC driver generates 8 square wave voltages (2 pol controllers=2×4 voltage amplitudes), whose amplitude is variable and controlled by the uProcessor 62 according to the polarisation control algorithm (Simulated Annealing). The voltage amplitudes are within a given range.
To set a polarisation state, a set of 4 voltage amplitudes is thus sent to each polarisation controller 43, 44. When the global search is started, it initially randomly sets these voltages between a certain range or each plate and each population point, that will correspond to a number of population points which cover the whole sphere. By controlling this range, the search area is controlled.
The iterative process of analysing search areas (sub population points) around population points, creating new lists of population points based on fringe visibility and phase matching, and contracting the search areas, continues until some minimum search area is reached.
A number of Simulated Annealing iterations can therefore be performed in this way which has the effect of homing in on the input polarisation states which lead to maximum or very-near maximum fringe visibility outputs for the bidirectional MZ. This means that the iterative search will eventually home in on the maximum fringe visibility poles for the CW and CCW Poincare sphere. This Simulated Annealing process is described by the flow chart representation of
The second iteration of the Global Simulated Annealing state will produce a smaller number of new population points compared to the previous search. This is illustrated in
As can be seen in
Typically it should only take two or three Simulated Annealing iterations for a Global Simulated Annealing search to home in on the input polarisation states (each represented by sets of 4 voltage amplitudes), that lead to phase-matched maximum or very-near maximum fringe visibilities for each direction of the MZ. In reality they will be sets of 4 plate voltages amplitudes that represent the input polarisation states which are very close to or exactly on the two ideal maximum fringe visibility points for each direction of the bidirectional MZ.
Once the final Global Simulated Annealing iteration is completed and a pair of these counterpropagating input polarisation states is found which has a specified high degree of phase matching, this pair of counterpropagating input polarisation states is selected and the polarisation controllers are adjusted to these optimum states which will lead to accurate locations when an event occurs on the bidirectional MZ sensor (note, as a double check, the degree of phase matching can be verified after setting the polarisation controllers). The pair of input polarisation states chosen by the algorithm is in reality one of the two pairs of possible counterpropagating input polarisation states that lead to phase-matched and maximum fringe outputs that are known to always exist in a bidirectional MZ, as shown in
The polarisation control algorithm now continuously monitors the output fringe visibilities of the bidirectional MZ (state 4 in
If the fringe visibility of the output signals drops dramatically then a Global Simulated Annealing is performed (state 6 to state 1 in
If the fringe visibility of the output signals only drops by a small amount, it may only be necessary to do a search of a small area around the current polarisation position to bring the system back to its optimum state. In this case a Localised Simulated Annealing process takes place (state 7 in
The Localised Simulated Annealing works in exactly the same way that the Global Simulated Annealing works except for the way that the initial population points are selected. The Local Simulated Annealing search, in comparison uses a reduction in population points, and a more focussed search area, that is, smaller voltage range, or voltage step size (set in states 1, 3 and 12 of
In the case of the Localised Simulated Annealing, initial population points are chosen as random points within a relatively smaller specified area around the current polarisation state (as opposed to selecting random points from all over the Poincare sphere for the Global Simulated Annealing initial population). After the initial population has been set up, the Local Simulated Annealing algorithm works in exactly the same way as the Global Simulated Annealing (see
If the Localised Simulated Annealing fails to find the optimum polarisation states a Global Simulated Annealing may then be performed (state 8 to state 1 in
In most situations, after an initial Global Simulated Annealing search, corrections will usually only involve one Local Simulated Annealing search (states 4 to 8 in
An example of controlling the fringe visibility and degree of phase matching of the outputs of a bidirectional MZ is shown in
Since modifications within the spirit and scope of the invention may readily be effected by persons skilled within the art, it is to be understood that this invention is not limited to the particular embodiment described by way of example hereinabove.
In the claims which follow and in the preceding description of the invention, except where the context requires otherwise due to express language or necessary implication, the word “comprise”, or variations such as “comprises” or “comprising”, is used in an inclusive sense, i.e. to specify the presence of the stated features but not to preclude the presence or addition of further features in various embodiments of the invention.