The invention relates to a tactile sensing system having a sensor component which comprises a plurality of layers stacked along a normal axis Z and a control unit electrically connected to the sensor component. The invention further relates to a method to operate a tactile sensing system.
Such a tactile sensing system may be facilitated as a human-like electronic skin, which is an essential component of autonomous systems as the handling of physical contact becomes critical in many applications. Although many tactile sensors have been developed for robotic hands and fingers, current autonomous systems still lack tactile sensors that can cover large and curved surfaces of robots. Robots need to have a good sense of touch in order to function in cluttered everyday environments, which are usually unstructured. Robotic systems require tactile sensors that are able to measure their intentional and unintentional contacts with humans, other robots, and inanimate objects, as well as the deformations of the robot's own body parts, such as flexion of a soft joint. Because external physical contact and internal deformations can occur at any location, these tactile sensors need to cover all exposed surfaces of a robot, not just the hands.
Similar to human skin, the specifications required for a tactile sensor strongly depend on the part of the robot's body on which it will be mounted. For instance, the tactile sensors on a robot finger demand high spatial resolution and sensitivity to both normal and shear forces for object identification, grasping, and manipulation. In contrast, the tactile sensors on a robot's arm surfaces need large-area coverage, mechanical compliance, manufacturability, sensitivity to external contacts, physical robustness, and reliability. Most existing tactile sensing approaches were designed for the fingertips and are thus poorly suited to the distinct goals of whole-body tactile sensing.
Soft and stretchable whole-body tactile sensors have not yet been realized mainly due to the electrical wiring problem, which requires reliable connections with a large number of sensing transducers distributed across the compliant substrate. Further, to build a large-scale tactile sensor, reconstruction methods are commonly used with resistance measurements, optical cameras, magnetometers, and accelerometers. Among these methods, resistance reconstruction is advantageous in many practical aspects, such as manufacturability, durability, and repairability. So far tactile sensors based on resistance reconstruction measure only surface normal pressures. However, tactile sensors themselves can deform when they are installed on non-rigid surfaces. Estimating this self-deformation of the tactile sensor is important while continuing to detect surface normal pressures.
The objective of this invention is to provide a tactile sensing system which overcomes the above-mentioned challenges.
The problem is addressed by tactile sensing system having a sensor component which comprises a plurality of layers stacked along a normal axis Z and a detection unit electrically connected to the sensor component, wherein the sensor component comprises a first layer, designed as a piezoresistive layer or strain sensitive layer, a third layer, designed as a conductive layer or electrode layer which is electrically connected to the detection unit, and a second layer, designed as a spacing layer between the first layer and the third layer, wherein the first layer comprises a plurality of electrodes electrically connected to the detection unit, wherein at least one contact force along the normal axis Z on the sensor component is detectable by the detection unit due to a change of a current distribution between the first layer and the third layer, wherein at least one lateral strain on the sensor component is detectable by the detection unit due to a change of the resistance distribution change in the piezoresistive first layer.
The tactile sensing system is preferably a stack of layers. The layers are stacked along the normal axis Z and extend parallel to a first plane comprising a length axis X and width axis Y. The second layer is arranged along the normal axis Z above the first layer. The third layer is arranged along the normal axis Z above the second layer.
The tactile sensing system may therefore detect at least one contact force along the normal axis Z and at least one lateral strain. It is understood that the at least one contact force may act entirely parallel to the normal axis Z or that the at least one contact force may have only a component acting along the normal axis Z. The at least one lateral strain may preferably be introduced by a lateral stretch force of the sensor component, the stretch force preferably acting along a stretch direction having at least a component along the length axis X and/or the width axis Y. Alternatively or cumulatively the at least one lateral strain may preferably be introduced by a bending force, by which the sensor component, the stack of layers, and the first layer are bent out of the first plane.
Preferably, the detection unit applies a resistance reconstruction method, which allows a simultaneous detection of the at least one contact force along the normal axis Z on the sensor component and the at least one lateral strain on the sensor component. According to the invention the first layer is a piezoresistive layer. Thus, a change in the electrical resistivity is caused due to an application of mechanical force/torque that induces lateral strain. Preferably the change in the resistivity may be detected by the detection unit.
According to a preferred embodiment the sensor component comprises additional layers to the first, the second and the third layer. It is conceivable that there is at least one additional layer arranged along the normal axis Z above the third layer. It is also conceivable that there is at least one additional layer arranged along the normal axis Z underneath the first layer. Further, it is conceivable that there is at least one more layer arranged between the first and the second layer. Further, it is conceivable that there is at least one more layer arranged between the second and the third layer.
Preferably the thickness of the sensor component is in the range between a few micrometers and a few centimeters. The layers consist preferably of flexible and/or soft materials. Thus, the entire sensor component is preferably flexible and/or soft.
According to a preferred embodiment, the first layer comprises a sublayer which has piezoresistive properties, wherein the sublayer comprises a conductive fabric and/or a conductive ink and/or carbon and/or carbon nanotubes and/or graphene and/or intrinsically conducting polymers (PEDOT, PSS, Polypyrrole, etc). Preferably the sublayer may also be a combination of at least two of said materials. Preferably the plurality of electrodes of the first layer is electrically connected to said sublayer.
According to a further preferred embodiment, the conductivity of the sublayer is lower than the conductivity of the plurality of electrodes. The sublayer has therefore a high resistance in view of the plurality of electrodes. Preferably the sublayer consists of a high-resistance fabric or high-resistance textile. Advantageously the high-resistance fabric layer is woven or knitted from at least one conductive yarn and comprises a predetermined textile structure. Advantageously a change of the textile structure caused by the lateral strain causes a change in the resistance of the sublayer. Preferably said change of the resistance may be detected through the plurality of electrodes by the detection unit.
According to a further preferred embodiment the plurality of electrodes is arranged in a grid structure on the sublayer. Preferably the grid structure is formed according to a two-dimensional Bravais lattice. In a two-dimensional space, there are 5 Bravais lattices: oblique (monoclinic), rectangular (orthorhombic), centered rectangular (orthorhombic), hexagonal, and square (tetragonal). It is also conceivable that a different grid structure is applied.
According to a further preferred embodiment the third layer is made of conductive fabric or a conductive textile. Preferably the conductivity of the third layer is higher than the conductivity of the first layer or the conductivity of the sublayer of the first layer. The third layer may also be referred to as the electrode layer.
According to a further preferred embodiment the second layer is deformable along the normal axis Z. Preferably the at least one contact force along the normal axis Z causes at least one deformation. Advantageously the at least one contact force along the normal axis Z acts on at least one contact area of the second layer. Hereby the at least one contact force is transmitted through the preferably flexible third layer and, if present, through further layers on top of the third layer. The at least one contact area is located on the surface of the second area, which extends parallel to the first plane. The shape of the at least one deformation depends on the shape of the at least one contact force, which essentially extends along the normal axis Z. Preferably, due to said at least one deformation, at least one distance along the normal axis Z between the first layer and the third layer is decreased at least within the at least one contact area. Preferably said at least one deformation and/or the at least one decreased distance along the normal axis Z between the first layer and the third layer results in an increase of the conductivity between the first and the third layer, which is essentially restricted to the extent of the at least one contact area along a length axis X and a width axis Y.
Advantageously, the second layer comprises piezoresistive characteristics with regard to the at least one contact force along the normal axis Z. Thus, in a deformed state of the second layer a current flow between the first layer and the second layer is possible and/or is increased or noticeably increased. Advantageously, said current flows within the deformed contact area of the second layer. Alternatively, or cumulatively a tunneling current is established between the first layer and the third layer essentially within the contact area.
Preferably the conductivity between the first layer and the third layer is very low in the state when no contact force along the normal axis Z is applied. Preferably, the second layer is, in not deformed state, essentially insulating with regard to a current between the first layer and the third layer. Thus, there is essentially no current between the first and the second layer in case the second layer is not deformed
Preferably the conductivity of the second layer is lower than the conductivity of the first layer in cases when the second layer is not deformed. Preferably the conductivity of the second layer is lower than the conductivity of the third layer. Preferably the second layer also does not allow a current within the second layer parallel to the first layer between a first subset of electrodes from the first layer and a second subset of electrodes of the first layer. The inplane current of the first layer is therefore essentially restricted to the sublayer of the first layer.
According to a further preferred embodiment the second layer comprises a porous structure in particular a conductive foam and/or a piezoresistive material and/or a nanocomposite and/or a tunneling material. The second layer provides therefore piezoresistive characteristics due to an incident contact force along the normal axis Z.
According to one preferred embodiment the second layer is a solid conductive foam, for instance an ESD (electrostatic discharge) material foam. Such a conductive foam is an object formed by electrically insulating trapping pockets. Preferably the trapping pockets are formed in a conductive material. A mechanical force causes a deformation which increases the contact areas in the foam. By this the conductivity is increased.
According to a further preferred embodiment the spacer layer is deformed due to the at least one contact force. Due to this deformation a local distance between the first layer and the second layer is decreased. Such a decrease of the distance causes an increase in the tunneling probability between the first and the third layer and therefore a local tunneling current defined to the special position of the deformation.
It is also conceivable to design the second layer as a piezoresistive material, which has the properties to provide a local high conductivity as a response to a local deformation. Preferably each member of the electrode group is electrically connected to a multiplexer unit of the detection unit. Preferably, by the multiplexer unit, at least one first subset of the members of the electrode group may be connected to at least one current or voltage source. Preferably by the multiplexer unit, at least one second subset of the members of the electrode group may be electrically connected to a detection device.
According to a further preferred embodiment between the first layer and the second layer an adhesive is applied in preferably at sparse points. Preferably between the second layer and the third layer an adhesive is applied preferably at sparse points. The expression “at sparse points” should be understood that the area on which adhesive is applied is large enough to ensure a rigid connection between the layers and at the same time small enough to avoid introducing electrical isolation between the first layer and the second layer and the third layer and the second layer.
The objective is also addressed by an electronic skin for an autonomous system, in particular a robot comprising the tactile sensing system according to at least one of the above-mentioned embodiments. The electronic skin may comprise the features or combinations of the features described above for the tactile sensor device. Further, the same advantages may apply for the electronic skin as described above for the tactile sensing system and vice versa.
The objective is also addressed by an autonomous system, in particular a robot comprising the tactile sensing system according to at least one of the above-mentioned embodiments. The autonomous system may comprise the features or combinations of the features described above for the tactile sensing system and/or the electronic skin. Further, the same advantages may apply for the autonomous system as described above for the tactile sensor device, the electronic skin and vice versa
Preferably the sensor component is used as an electronic skin of the autonomous system. The electronic skin may comprise the tactile sensing system alone, the sensor component alone, or the tactile sensing system and the sensor component together. Such an electronic skin can be designed at a large scale. Preferably the electronic skin is flexible and/or soft, such that it may be easily wrapped around the autonomous system or robot.
Preferably the autonomous system comprises a component with an outer skin, wherein the outer skin comprises the sensor component and/or the tactile sensor device. Preferably the outer skin is wrapped around the component. Such a component may for instance be an arm. It is also conceivable that the sensor component is wrapped around the entire autonomous system, in particular the robot.
The objective is also addressed by a method to operate a tactile sensing system according to at least one of the above-mentioned embodiments and to simultaneously detect at least one contact force along the normal axis Z and at least one lateral strain, comprising the following steps:
Preferably the current in step b) is a constant current. Preferably the current in steps d) is a constant current. According to a further embodiment of the invention, the current in step b) is not constant current. According to a further embodiment of the invention, the current in step d) is not a constant current.
Preferably in step e) a voltage change is measured depending on the change of the resistance in the first layer caused by at least one lateral strain.
Preferably before step f) the following step is performed:
Preferably an output of the force distribution is generated in form of a matrix of values. This matrix of values may be visualized in a two-dimensional plot, for instance as a false color image. The output may be displayed on a computing device which is connected to the detection unit or which is part of the detection unit.
According to the method a resistance reconstruction is preferably used. When a physical contact is applied to the sensor component, the resistance distribution over the component changes. This resistance distribution change is estimated by the electrodes distributed over the component. The resistance reconstruction method estimates resistance distributions caused by either contact force along the normal axis Z or a lateral strain. The method preferably calculates the resistance distribution of a continuum medium when injected currents through the subsets of electrodes and corresponding measured voltages are known. This is an inverse problem, so finding a proper mapping function is important. Thus, the method comprises providing one first mapping function for contact sensing and another second mapping function for lateral strain sensing. Preferably the first mapping function is a linear mapping function. Preferably the second mapping function is linear mapping function. It is also conceivable that the first mapping function and/or the second mapping function are nonlinear mapping functions using either a physics model-based approach or a data-driven approach.
Preferably the conductivity distribution a may be estimated from the voltage potentials measured from the electrodes. A linearized approximation is advantageously used to obtain the Jacobian matrix that maps conductivity changes to the voltage measurement changes from the electrodes.
δE≈Jδσ+w
E is a vector of voltages measured from the electrodes. J is the Jacobian matrix calculated from the resistance matrix, and w is a noise vector.
According to Maxwell's equation the following relationship between the electric potential 4) and the conductivity distribution a in the region ⋅ by assuming direct current and the absence of interior current sources is:
∇·(σ∇ϕ))=0 in ⋅
If the conductivity is known, the potential can be estimated from knowledge of the boundary condition on ∂⋅.
j=σ∇ϕ·n in δ⋅
where j is the current density and n denotes the outward unit normal vector to ∂⋅.
To solve this equation, preferably the finite element method (FEM) is applied to derive the following set of linear equations:
V=R(σ)·I
where V and I are the potential across and current through the finite element, respectively. R(σ) is the resistance matrix, which is a function of the conductivity distribution.
When electrical current is injected via a subset of electrodes, the voltage measurement change from another subset of electrodes is preferably determined as follows.
ΔEik=MiT(R(σ+Δσ)−R(σ))Pk
where M, is the i-th voltage measurement pattern and Pk is the k-th current injection pattern. More details of this mathematical background are provided by D. S. Holder, Electrical impedance tomography: methods, history and applications. CRC Press, 2004.
According to a further preferred embodiment the first preferably linear mapping function is generated by a simulation method comprising the following steps using a current flow perturbation:
Preferably the simulation imposes the amount of current flows either from a current source or a voltage source. Preferably these steps are done only in the first calibration step of the tactile sensing system. The first mapping function may be stored in a storage unit of the detection unit. Preferably when the third layer is pressed on a contact location xi, the electrical currents flow forming electrical potentials. If resistances of the model and injected current are known, the corresponding voltages at the distributed electrodes can be estimated. Thus, all the predefined contact locations x are advantageously simulated to estimate the corresponding voltages.
Preferably these voltages form a Jacobian matrix (Jcurrent_perturbation) that relates contact location x to voltage measurements.
Preferably the first mapping function, which is generated in step i) is the inverse of this Jacobian matrix (Jcurrent_perturbation).
According to a further preferred embodiment the second preferably linear mapping function is generated by a simulation method comprising the following steps
Preferably these steps are also done only in the first calibration step of the tactile sensing system. The second mapping function may be stored in a storage unit of the detection unit. The detection of a lateral strain comprises a current injection between electrodes of the first layer. When the resistance is changed due to the lateral strain, the voltages measured from the distributed electrodes of the first layer vary. The corresponding voltages may be estimated by a resistance perturbation on predefined locations of the first layer.
The resistances at the predefined locations (r) can be perturbed to estimate the corresponding voltages. Thus, all the predefined contact locations r are advantageously simulated to estimate the corresponding voltages. These voltages form a Jacobian matrix (Jcurrent_perturbation) that relates resistance distribution change to voltage measurements.
Preferably the first mapping function, which is generated in step i) is the inverse of this Jacobian matrix (Jcurrent_perturbation).
Further advantages, aims and properties of the present invention will be described by way of the appended drawings and the following description.
In the drawings:
a, b, c show a sectional view of a sensor component in cases of lateral strain according to one embodiment;
a, b, c show the second layer as solid conductive foam and a microscopic image;
In
The sensor component 2 is a stack of layers comprising at least the first layer 4, the second layer 5 and the third layer 6. It is conceivable that the sensor component 2 comprises more layers made of certain materials which are arranged below and/or above and/or in between the first layer 4, the second layer 5 and the third layer 6. The sensor component 2 is therefore a laminate design composed of at least preferably exactly three layers. The layers are stacked along the normal axis Z. The layers extend parallel to a first plane P comprising a length axis X and width axis Y. The second layer 5 is arranged along the normal axis Z above the first layer 4 and along the normal axis Z below the third layer and is therefore also called the spacer layer.
The thickness of the sensor component 2 is in the range between a few micrometers to a few centimeters. Thus, the thickness of the layers 4, 5, 6 of the sensor component 2 is in a range between a few micrometers to a few centimeters. The layers 4, 5, 6 of the sensor component 2 consist of flexible and/or soft materials. Therefore, the entire sensor component 2 may be soft and/or flexible and therefore may be wrapped easily around a component of an autonomous system like a robot or even wrapped around the entire autonomous system like a robot.
The tactile sensing system may detect at least one contact force 10 along the normal axis Z and at least one lateral strain 11. Typically, the at least one contact force 10 acts on the surface of the third layer 6. Due to the flexibility and/or softness of the third layer the at least one contact force 10 acts on the surface of the second layer 5. Naturally, the at least one contact force 10 would also act on the surfaces of the third 6 and second layer 5 if there would be more layers provided on top of the third layer 6. The direction of the at least one contact force 10 may be parallel to the normal axis Z. It is also conceivable that the at least one contact force 10 has only a direction component parallel to the normal axis Z. The at least one lateral strain 11 may be introduced by a lateral stretch-force of the sensor component. This means that the distance between two points on a layer is increased due to the strain. This is depicted in
The first layer 4 comprises a sublayer 4a which has piezoresistive properties. The piezoresistive layer 4 is sensitive to lateral strain. The sublayer 8 comprises a conductive fabric and/or a conductive ink and/or carbon and/or carbon nanotubes and/or graphene and/or intrinsically conducting polymers (PEDOT, PSS, Polypyrrole, etc). The sublayer 8 may also be a combination of at least two of said materials. Further, the plurality of electrodes 7 of the first layer 4 is electrically connected to said sublayer 8.
The sublayer 8 consists of a high-resistance fabric or high resistance textile, wherein the high resistance fabric layer is woven or knitted by at least one conductive yarn and comprises a predetermined textile structure. A change of the textile structure caused by the at least one lateral strain causes a change in the resistance of the sublayer 8. This is depicted in
Hence, a change of the textile structure caused by the lateral strain 11 causes a change in the resistance of the sublayer 8.
The second layer 5 is deformable along the normal axis Z. The at least one contact force 10 along the normal axis Z acts on at least one contact area 9 of the second layer 5, through at least the third layer 6. The second layer 5 is deformed essentially within the at least one contact area 9, depicted in principle in
According to a further preferred embodiment the second layer comprises a porous structure in particular a conductive foam and/or a piezoresistive material and/or a nanocomposite and/or a tunneling material.
According to one preferred embodiment the second layer is a solid conductive foam, as depicted in
In
The third layer 6 is made of conductive fabric or a conductive textile. The conductivity of the third layer 6 is higher than the conductivity of the first layer 4 or the conductivity of the sublayer 8 of the first layer 4. The third layer may also be called the electrode layer. The conductivity of said sublayer 8 is lower than the conductivity of the plurality of electrodes 7. Preferably the conductivity of the second layer 5 is lower than the conductivity of the first layer 4, in case when the second layer 5 is not deformed. Preferably the conductivity of the second layer 5 is lower than the conductivity of the third layer 6. This is for instance depicted in
RLOW«RHigh«Rfoam
In the sketch on the right of
Preferably the second layer 5 does not allow a current within the second layer 5 parallel to the first layer 4 between a first subset of electrodes 7 from the first layer 4 and a second subset of electrodes 7 of the first layer 4. The in-plane current of the first layer 4 is therefore essentially restricted to the sublayer 8 of the first layer 4. In other words the second layer does not allow an essential current circumventing the first layer 4.
Preferably between the first layer 4 and the second layer 5 an adhesive 16 is applied, preferably preferably at sparse points. Preferably between the second layer 5 and the third layer 6 an adhesive 16 is applied preferably at sparse points. The expression “at sparse points” should be understood that the areas of the individual layers on which adhesive is applied is large enough to ensure a rigid connection between the layers and at the same time small enough to avoid introducing electrical isolation between the first layer and the second layer and the third layer and the second layer. It is conceivable that there is a plurality of sparse points with adhesive between the individual layers. The adhesive locations should be small enough to not interfere with the functionality of the sensor component 2 but large enough to ensure a tight enough connection between the individual layers.
In
Other candidates for the second layer are pressure-sensitive composites:
The strain-sensitive first layer 4 could for instance be a conductive fabric (Eeontex, Eenonyx, USA) that has 10^4 Ohm/Sq resistivity. The second layer could be a conductive foam (ESD foam, Wolfgang Warmbier, Germany) that has 10^10-10^12 Ohm/Sq resistivity. The top-electrode third layer 6 could be another conductive fabric (Technik-tex P130, Statex, Germany) that has 0.1 Ohm/Sq resistivity.
The plurality of electrodes 7 of the first layer 4 and the third layer 6 forms an electrode group. Each member of the electrode group is electrically connected to a multiplexer unit 13 of the detection unit 3. By the multiplexer unit 13, at least one first subset of the members of the electrode group may be connected to at least one current or voltage source 14. Further, by the multiplexer unit 13, at least one second subset of the members of the electrode group may be electrically connected to a detection device 15. This is depicted in
The tactile sensing system 1 is operated with a method to simultaneously detect a contact force 10 along the normal axis Z and a lateral strain 11. Preferably the detection unit 3 applies a resistance reconstruction method, which allows a simultaneous detection of the contact force 10 along the normal axis Z on the sensor component 2 and the lateral strain 11 on the sensor component 2.
The method to operate a tactile sensing system 1 and to simultaneously detect at least one contact force 10 along the normal axis Z and at least one lateral strain 11, comprising the following steps
Preferably before step f) the following step is performed:
In order to establish the connections in steps b) and d) the multiplexer unit 13 is used. The measurement in step c) and e) is performed by the detection device 15. The detection device is also connected by the multiplexer unit with the according electrodes and/or third layer.
Sensing of both surface normal contact and lateral strain is performed using resistance reconstruction. The resistance change of the conductive medium is estimated by injecting electrical currents and measuring voltages.
In
The first and second mapping functions are preferably based on a resistance reconstruction method to estimate resistance distributions caused by either surface normal contact or lateral strain. The resistance reconstruction method calculates resistance distribution of a continuum medium when injected currents and corresponding voltages are known. Both mapping functions are computed by perturbing the forward operator that is modeled with an approximate resistance network model. Details of this resistance network model are shown in
V=R(I)
is valid. In the linear resistor network model according to
V=R(I)
is valid.
In
In
Both mapping functions are computed by perturbing the forward operator that is modeled with an approximate resistance network model. The simulation is fundamentally based on the modified nodal analysis. According to the above stated methods to perturb the parameters related to the contact sensing and lateral strain sensing are perturbed, so that the mapping function can be obtained. Depending on the perturbing parameter, two different mapping functions are obtained. The simulation begins with defining the sensor geometry and base resistivity value.
It can be defined in two or three dimensions. The geometry of plurality of electrodes 7 is also defined. The resistivity of the electrode is set as well.
In case of the current-flow perturbation, electrical current can flow from the bottom electrodes in the first layer 4 to the top-electrode in form of the third layer 6, wherever the contact force is applied. To simulate this situation, a point electrode at one specified location x is created, assuming the electrical current flows from the bottom electrodes of the first layer 4 to that location. For computation, the continuum model is discretized into mesh elements, which is a linear resistor network model. After the discretization, the current injection pattern is defined to always include the top-electrode in form of the third layer 6 and one of the bottom electrodes 7 of the first layer 4. The voltage measurement pattern is defined both from the top-electrode and the bottom electrodes 7 and only from the bottom electrodes 7 of the first layer 4. When the current injection pattern and voltage measurement pattern are set, one can compute the voltages formed on the resistor network model (the resistance of all the mesh elements and inject current are known). These voltage measurements are saved as a result of the specified perturbation. This perturbing location is changed to the other predefined location, and the process is repeated until all the predefined perturbing locations are simulated.
In case of the resistance perturbation, the sensor and electrode geometry is defined and discretized without including the top-electrode because this simulation model assumes that the electrical current doesn't flow from the bottom electrodes of the first layer 4 to the top-electrode in the form of the third layer 6. In reality, a small portion of the electrical current can flow, but this amount can be neglectable if the resistance of the spacing layer in the form of the second layer 5 is higher than that of the bottom strain-sensitive first layer 4. The current injection pattern and voltage measurement pattern are also selected only from the bottom electrodes 7 of the first layer. As a part of the perturbation, the resistances of the mesh elements corresponding to a specified location are changed. After that, the voltages are simulated and saved as a result of the specific perturbation. This perturbing location is changed to the other predefined location, and the process is repeated until all the predefined perturbing locations are simulated.
The plurality of electrodes 7 are arranged in the first layer 4. Rearranging the electrode configuration directly affects the inverse computation. One can imagine that any perturbation made far from an electrode cannot influence that electrode's voltage measurement. There are various possibilities on the distribution of the electrodes 7 on the surface of the sublayer 8. According to one embodiment the electrodes 7 are arranged only along the edges 8a of the sublayer 8. This is depicted in
The embodiment according to
In
The tactile sensing system 1 may be comprised of an autonomous system 100, in particular a robot. The sensor component 2 may be used as an electronic skin 103 of the autonomous system 100. The electronic skin may comprise the tactile sensing system 1 and/or the sensor component 2 or consist of the tactile sensing system 1 and/or the sensor component 2. Such an electronic skin can be designed at a large scale. Preferably the electronic skin 103 is flexible and/or soft, such that it may be easily wrapped around the autonomous system 100, in particular a robot.
Thus, this invention advantageously introduces a special piezoresistive laminate design, electrodes arrangement, current injection and voltage measurement strategy, and reconstruction process in order to estimate both surface normal contact sensing and lateral strain sensing simultaneously. Moreover, this invention advantageously demonstrates an example of a tactile sensor that can measure contact pressure and out-of-plane bending itself.
All the features disclosed in the application documents are claimed as being essential to the invention if, individually or in combination, they are novel over the prior art.
Number | Date | Country | Kind |
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20000480.2 | Dec 2020 | EP | regional |
Filing Document | Filing Date | Country | Kind |
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PCT/EP2021/086037 | 12/15/2021 | WO |