WIRELESS CONTACT FORCE SENSING AND LOCALIZATION
20240206996 ยท 2024-06-27
Inventors
- Agrim Gupta (La Jolla, CA, US)
- Cedric Girerd (La Jolla, CA, US)
- Manideep Dunna (La Jolla, CA, US)
- Tania Morimoto (La Jolla, CA, US)
- Dinesh Bharadia (La Jolla, CA, US)
- Raghav Subbaraman (La Jolla, CA, US)
- Qiming Zhang (La Jolla, CA, US)
Cpc classification
A61B2090/064
HUMAN NECESSITIES
G01L5/042
PHYSICS
International classification
G01L1/10
PHYSICS
Abstract
A wireless force sensor includes a flexible structure supported opposing a rigid structure with a gap between the flexible structure and the rigid structure. Contact traces on opposing surfaces of the flexible structure and the rigid structure form transmission lines. The contract traces are aligned to contact when a force is applied the flexible structure to cause contact between the traces on the opposing surfaces. Radio-frequency switches modulate a reflected signal from the transmission lines. An antenna receives an interrogation signal transmits the reflected signal.
Claims
1. A wireless force sensor, comprising: a flexible structure supported opposing a rigid structure with a gap between the flexible structure and the rigid structure; contact traces on opposing surfaces of the flexible structure and the rigid structure, the contact traces forming transmission lines, the contract traces being aligned to contact when a force is applied the flexible structure to cause contact between the traces on the opposing surfaces; radio-frequency switches to modulate a reflected signal from the transmission lines; and an antenna to receive an interrogation signal and to transmit the reflected signal.
2. The wireless force sensor of claim 1, wherein the flexible structure comprises a bilayer with having a stiffer layer and a softer layer, wherein the softer layer is closer to the rigid structure.
3. The wireless force sensor of claim 2, wherein softer layer comprises a soft polymer.
4. The wireless force sensor of claim 3, wherein the soft polymer is a soft silicon rubber.
5. The wireless force sensor of claim 4, wherein the stiffer layers is a thermoplastic material.
6. The wireless force sensor of claim 1, wherein the flexible structure is configured to provide different contact patterns of the transmission lines in response to different applied forces.
7. The wireless force sensor of claim 1, wherein the contact traces comprise straight transmission lines.
8. The wireless force sensor of claim 1, wherein the contact traces comprise meandering transmission lines.
9. The wireless force sensor of claim 1, wherein the transmission lines have a length that is less than a wavelength of the interrogation signal.
10. The wireless force sensor of claim 1, wherein the flexible structure comprises a suspended beam, the contract traces comprise microstrip lines.
11. The wireless force sensor of claim 1, wherein the contact traces on the flexible structure is a signal line connected to the RF switches and the contract trace on the rigid structure is a ground line.
12. The wireless force sensor of claim 1, comprising clock source, wherein the RF switches are configured to communicate backscattered phases to a wireless reader.
13. A system including the wireless force sensor of claim 1, and a wireless reader, the reader comprising hardware to emit an excitation signal and receive a reflected signal and correlate the reflected signal to an amount and location of force on the flexible structure reflected signal via low power On-Off Keying.
14. The wireless force sensor of claim 1, wherein the RF switches are configured to emit the reflected signal at a unique phase from the interrogation signal.
15. The wireless force sensor of claim 1, formed as a tag applied to an object.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0018]
[0019]
[0020]
[0021]
[0022]
[0023]
[0024]
[0025]
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
[0026] A preferred embodiment provides a force sensor that transduces contact force information into wireless signal phase changes, which can be read by a wireless reader. The reader first transmits a wideband RF signal, which the sensor backscatters with phase changes, and the reader receives back the phase changed signal. The phase change is then read at multiple frequencies using the wideband capabilities of the reader for a very robust phase change detection that can be translated into force magnitude and location, while the sensor can meet ultra-low power requirements. A preferred sensor can be attached to an object or robot, like a sticker. A preferred sensor can be powered via an RF energy harvester, and thus allows the sensor to be batteryless. The lack of need for a local battery source is a key advantage in many applications, including force sensing applications to surgical robots
[0027] An example sensor of the invention is supports wide-band frequencies, e.g. up to 3 GHz. Experiments demonstrated force sensing wirelessly in different environments, including in-body like, and demonstrated force accuracy of 0.3 N and contact location accuracy of 0.6 mm.
[0028] A preferred sensor includes or consists of a beam with a microstrip line (forming a force continuum surface), 2 RF switches, and one antenna to communicate the backscattered phases to the wireless reader. A sensor can also include a clock source, a splitter to combine outputs of the 2 RF switches. The clock, splitter and power, e.g. battery or energy harvester, can be conventional low-power microcomponents. The microstrip line consists of two parallel conducting traces, the signal trace, and the ground trace. A force applied to the microstrip line causes the traces to bend and come in contact, which shorts the line and leads to signal reflections. The reflections produced by the shorting have different phase properties based on the location of the short(s). The force continuum surface directly embeds the force magnitude and location information in properties of a signal reflected from the antenna. Such reflection requires minimal power, which can be harvested and therefore simplifies the sensor design.
[0029] A preferred sensor includes a contact force beam suspended over a shorting surface. The beam includes a signal trace over microstrip RF lines to make the lines force sensitive. The degree of bending of the top beam, when contacted centrally creates more shorting points that move toward the end beams in a symmetrical pattern. The location of bending also creates a different asymmetrical pattern of shorting points. The pattern of shorting points provides transduction of force magnitude and location via a change in the phase of the reflected signal from both ends. This allows the sensor to transduce the force magnitude and location onto the reflected signal phases, to facilitate extremely low-powered force sensing, to be transmitted via an antenna, or in another variation via more than one antenna, e.g., an antenna at each end. The sensor includes RF-switches, which are toggled to provide electrical isolation to combat intermodulations, and at the same time also provides different identities to these ends in terms of different frequency shifts.
[0030] An experimental sensor was fabricated with ecoflex soft-polymer material with bending properties that maximize the phase changes transduced by contact forces. That sensor included RF-switches and an antenna. The power consumption of our sensor including the switch toggling and clock is under 1 ?W evaluated in TSMC technology node of 65 nm, as flip chip package. The fabricated sensor works for the entire sub-3 GHz verified with the test equipment (vector network analyzer).
[0031] A preferred reader includes a sensing method that utilizes wideband channel estimates to isolate the signal from multipath in Doppler domain. Finally, by grouping the channel estimates into phasegroups, the reader can read phase changes over multiple subcarriers which allows for averaging gains to make the phase sensing robust and accurate.
[0032] Preferred embodiments of the invention will now be discussed with respect to experiments and drawings. Broader aspects of the invention will be understood by artisans in view of the general knowledge in the art and the description of the experiments that follows.
[0033]
[0034] The bilayer beam 102 is configured to deform uniquely upon application of a given force magnitude and application location, such that different force magnitudes and locations provide additional unique deformations of the beam and contact patterns with the base 104. The top layer of the bilayer beam 102 is stiffer than its bottom layer, such that the applied force is distributed onto the softer bottom layer, leading to an increasing contact length with the rigid base as the applied force is increased. The softer layer can be a polymer, e.g., silicone, PDMS. Soft silicone rubbers are preferred. The stiffer layer can be an acrylic or other plastic. Thermoplastic materials are preferred. The location of the contact edges between the bilayer beam and the rigid base informs the reader 120 of the force magnitude and location that is applied to the beam 102. More than two layers can be used in the beam 102, and/or the properties of the layers can be varied along the beam length, for example to create more complex stiffness profiles over the length of the beam, e.g., stiffer in the middle and softer near the supports. The beam 102 could also be tailored such that a particular portion is more sensitive to an external force by having an overall softer profile at that portion.
[0035] The trace 108 on the bilayer beam is a signal trace, while the trace 108 on the base 104 is the ground trace. The signal trace converts the mechanical contact locations xcont.sub.1 and xcont.sub.2 between the bilayer beam 102 and the rigid base 104 into electrical shorting locations. This causes a reflection of emitted electromagnetic waves at the shorting locations when the sensor 102 is interrogated by the reader 120 with electromagnetic energy. The reader 120 senses the phases ?1 and ?2 after reflection. The RF switches 116 modulate the reflected signal before it is re-emitted, which helps the reader 120 distinguish an interrogation signal from a reflected sensor signal. Switching sequences help isolate the reflections from the sensor amongst the myriad of reflected signals received by the reader 120.
Beam 102 Design Considerations.
[0036] The equivalent bending stiffness D of a beam composed of n layers is given by Eq. (1), where E.sub.i is the Young's modulus of the i-th layer, and I.sub.i is its moment of inertia:
[0037] While the Young's modulus of the i-th layer only depends on the material of that particular layer, I.sub.i depends on the location of the neutral fiber of the multilayer beam assembly, y.sub.n, as visible in
[0038] Where ?.sub.i is the thickness of the i-th layer of the multilayer beam, and B.sub.i=E.sub.iA.sub.i, with A.sub.i=?.sub.iw. The moment of inertia, I.sub.i, of each layer is then computed using Eq. (3):
[0040] In the case of a beam composed of two layers (i.e. a bilayer beam), as is the case for our application, the bending stiffness, D, given by Eq. 1, reduces to Eq. 5:
[0041] To use the equations from beam mechanics, we assume that the beam satisfies Euler-Bernoulli's hypothesis. The hypothesis is satisfied if Eq. (6) holds, where E is the Young's modulus of the beam, I its cross-sectional moment of inertia, ? the Timoshenko shear coefficient, L the beam length, A its cross-sectional area, and G its shear modulus. In the case of a beam with a rectangular cross-section, ?=?. For a bilayer beam, we assess the validity of Eq. (6) in the extreme case where the beam is comprised of two layers made (i) solely of material 1 and (ii) solely of material 2, which is sufficient to validate the hypothesis and covers all thickness ratios between these two extremes.
[0042] The deflection y(x) of the bilayer beam subject to a point force is obtained by expressing the moment balance M.sub.z(x) along the bilayer beam in the regions x?[0, F.sub.loc] and x?[F.sub.loc, L] and calculating
and leads to the expressions in Eq. (7):
with D being the bending stiffness of the bilayer beam, given by Eq. (1). The maximum deflection y.sub.max of the bilayer beam, and the location of this maximum deflection along it, are then obtained by solving
leading to Eq. (8):
[0043] The two solutions in Eq. (8) are demonstrated symmetric about
using the change of variable F.sub.loc.fwdarw.L?F.sub.loc. For this reason, only one half of the sensor needs to be studied. We consider forces applied to the first half
The initial contact between the bilayer beam and the rigid base is obtained for a maximum deflection of the bilayer beam y.sub.max=h (represented in
[0044] The contact location between the bilayer beam and the rigid base is at x=x.sub.cont, with x.sub.cont given by Eq. (10) (see
[0045] As visible in Eq. (10), there is unicity between the contact location between the bilayer beam and the rigid base, x.sub.cont, and the location of application of the force on it, F.sub.loc, which allows a unique mapping between them. Then, we observe that for a particular sensor, as F.sub.loc decreases to 0, F.sub.mag must tend to infinity for Eq. (9) to hold, which means that the proposed mechanical transducer has edge effects. To ensure that forces of a given magnitude can be sensed, Eq. (9) must be verified for the smallest values of F.sub.loc. In addition, Eq. (9) allows us to define a relationship between the minimum force that can be sensed by the sensor and all of its mechanical design parameters, which is suitable for design optimization purposes. Indeed, the bilayer beam deflection for initial contact, h, is an increasing function of L and a decreasing function of D, and therefore a decreasing function of W, E.sub.1, E.sub.2, ?.sub.1, ?.sub.2. By adjusting these design variables, desired performance can be obtained in terms of the minimum force that can be detected along the sensor length.
[0046] After initial contact, as both beams are pressed against each other, beam mechanics is no longer applicable, and finite element analysis is thus used to model the contact between them. FEA is used to compute the location of the contact edges x.sub.cont1 and x.sub.cont2 between the bilayer beam and the rigid base, as illustrated in
Electrical Trace Design
[0047] For the sensor to be compatible with connected electrical components, i.e. antennas, it must match the impedance of such components. A common, widely adopted standard is an impedance of 50?, so the sensor is preferably designed to match this value. The sensor can be seen as analogous to two parallel microstrips, separated by a dielectricin this case, air. With such a representation, the impedance of the sensor has a known expression given by Eq. (11) in the case of a material that has a dielectric constant close to 1, which is the case for air:
with
As seen in n Eq. (11), the sensor impedance is a function of the signal trace width, w, and the spacing between the signal and ground trace, h, that must be adjusted to obtain a desired impedance of 50?.
[0048] The role of the electrical trace is to convert the locations of the contact edges between the bilayer beam and the rigid base to phase values. Indeed, the phase shifts measured on both ends of the sensor are a function of the length traveled by the electromagnetic wave in the trace. Matching the sensor impedance as described in the previous section ensures that we obtain a linear relationship between the length traveled by the wave on the signal trace and the phase that it accumulates in the process. Generally, this linear relationship between phase and length travelled, l, is given by Eq. (12):
where c is the speed of light, i.e., the speed of the electromagnetic wave in the signal trace, and f its frequency. When the force sensor is pressed, the separation between the signal trace and ground trace tapers down from height h to 0 at the contact point. For such tapered transmission lines, the propagation exponent has the form of (1?e.sup.???x), which has a phase of ??/2 ?x, instead of ???x for parallel transmission lines. This leads to the new relationship ??=?/2 ?x. Finally, the phase accumulated for a displacement of a contact edge between the traces of ?x must be doubled, as the wave follows the path once, is reflected at the shorting location, and travels back along the same path. Simplifying the coefficients results in the relationship between the contact edge displacement and the measured phase, as given by Eq. (13):
[0049] To ensure unicity of the phase measurement, the length of the signal trace must be limited to the wavelength of the signal that travels along it. Thus, the maximum signal trace length, which is also the maximum bilayer beam length, L.sub.max, is given by Eq. (14). This relationship is a design rule that must hold for both the trace and the bilayer beam length.
where c is the speed (of light) of the electromagnetic wave in the signal trace and f is the frequency of the electromagnetic wave.
Wireless Phase Measurement
[0050] The wireless reader 120 can include both a transmit antenna and a receive antenna. A single antenna can be used if the wireless reader is configured to perform channel estimation. The reader 120 transmits an excitation signal, s(t), which is received and reflected by the sensor. A summation of both the reflected signal, as well as the excitation signal, are then read at the receive antenna. The signal reflected by the sensor must first be distinguished from the excitation signal. To achieve this, the signal received by the sensor can be modulated with a low power On-Off Keying (OOK) modulation, before being reflected back. This approach consists of a multiplication of the reflected signal by a square wave of frequency
where T.sub.s is its on-off time period. The reflected signal, r(t), after OOK modulation of s(t) is therefore given by r(t)=m(t)s(t), where m(t) is given by Eq. (15):
[0051] Expanding m(t)'s Fourier series, the sum of the odd harmonics is obtained using Eq. (16).
[0052] Ignoring the weaker high order harmonics, the reflected r(t) is given by Eq. (17).
[0053] This approach leads to the reflected signal being shifted in the frequency domain by f.sub.s, the frequency of the square wave, thus isolated the reflected signal from the emitted signal. In order to measure the phase changes on both ends of the signal trace independently, without interference from the opposite end, RF switches on both ends of the sensor are toggled at different frequencies f.sub.s1, f.sub.s2. The signals reflecting from the two ends of the sensor thus give the accumulated phases ?1, ?2, in addition to the modulations at frequencies f.sub.s1 and f.sub.s2.
[0054] Once the signal reflected by the sensor can be measured by the reader, the next step is to extract the phases of the signals reflected at the shorting locations of the signal and ground trace of the sensor. When a force acts on the sensor and the bilayer beam touches the rigid base between the contact locations x.sub.cont1,2, the phases measured by the reader are a sum of two phases, ?.sub.air1,2 and ?.sub.cont1,2, as illustrated in
[0055] This leads to total phases measured at both ends of the sensor given by Eq. (19).
[0056] As visible in Eq. (19), the phases of interest ?.sub.cont1,2 cannot be measured directly, as they are added to the phases due to the presence of air between the sensor and the reader. In order to cancel these added phases, a differential measurement is performed between the sensor pressed and the sensor at rest. Indeed, when no force is applied on the sensor, phases ?.sub.noforce1,2 are measured at both ends, as illustrated in
with ?.sub.full a constant given by Eq. (21).
[0057] By measuring the phase changes (i.e. the difference between the phase measured by the reader before and after a force is applied), the phases due to the presence of air between the sensor and the reader are canceled, as shown in Eq. (22).
[0058] Hence, the additional phase due to the presence of air can be removed, and the desired phase information can be obtained, enabling the measurement of the phases due to the displacement of the shorting points on the signal trace.
Prototype Design and Fabrication
[0059] To start a design, a first step is to select frequency for the sensor. As shown in Eq. (13), the frequency of the sensor can be maximized to accumulate the maximum phase change on both ends of the sensor, and thus increase the resolution. For medical applications, signal losses increase as a wave goes trough human tissue for frequencies higher than 1 GHz. To test such an application, a frequency (f) equal to 915 MHz was selected for the prototype. The choice of frequency allows computation of the maximum signal trace and bilayer beam lengths to avoid phase redundancy measurements, as given by Eq. (14). For a frequency of f=915 MHz and a celerity of wave in the electrical trace, c, approximated by the speed of light in the void (299?106 m/s), we obtain a maximum length of L.sub.max=164 mm, that must hold for the sensor.
[0060] The next step in the design process is the mechanical implementation. A prototype design goal was to sense forces between 2 and 8 N, on 50% of its length. Because the sensor is less sensitive close to its edges, we center this area in the middle of the sensor, at x=L/2. As the maximum deflection of the sensor is an increasing function of F.sub.loc (for F.sub.loc?L/2), the critical location to ensure a minimum force detection of 2 N is at F.sub.loc=L/4. By replacing F.sub.mag with 2 N and F.sub.loc with L/4 in Eq. (9), the design rule that must be respected for our prototype is then given by Eq. (23):
[0061] The prototype mechanical components' characteristics are in the following table:
TABLE-US-00001 Parameter Bottom layer (#1) Top layer (#2) Material Ecoflex 00-30 Acrylic Young modulus E (Pa) 125 ? 10.sup.3 2 ? 10.sup.9 Poisson's Ratio 0.49 0.35 Thickness ? (mm) 2.54 1.4 Width W (mm) 9.85 Length L (mm) 80 Spacer height h (mm) 0.64 Trace width w (mm) 2.5
[0062] These parameters allow Euler-Bernoulli's hypothesis to be respected, with a bilayer beam solely made out of the material of layer 1 (leading to 0.00074<<1) and a bilayer beam solely mode out of the material of layer 2 (leading to 0.00067<<1) (see Eq. (6)). They also verify Eq. (23), and we have L. L.sub.max. For force application locations of 20, 30, 40, 50 and 60 mm along the sensor, the forces for initial contact are 2.00, 1.25, 1.08, 1.25 and 2.00 N, respectively, which satisfy the requirements in terms of minimum force to be sensed, and the contact locations are 32, 35.6, 40, 44.4 and 48 mm, respectively.
[0063] FEA was used to quantify the locations of the contact edges between the beams as a force is applied to it, to ensure that a significant phase change can be obtained. For this purpose, we used COMSOL Multiphysics (COMSOL, Inc., Burlington, USA) to model the sensor beams and perform the analysis. The bottom layer of the bilayer beam, made out of Ecoflex 00-30, is modeled using the hyperelastic Yeoh model, with C.sub.1=17 KPa, C.sub.2=?0.2 KPa and C.sub.3=0.023 kPa. The initial bulk modulus is computed using the relationship
with a Poisson's ratio of 0.49. The location of the applied forces are 20, 30, 40, 50 and 60 mm, and the force magnitude for each location is varied between 0 and 8 N in 0.1 N increments. The resulting bilayer beam shapes for initial contact or 4 N, and 8 N of applied force was considered, and the contact length increases when the force applied on the beam increases, and goes from a single initial contact point to a contact length (computed as x.sub.cont2?x.sub.cont1) of 28.7 mm on average for all force locations assessed, for a force of 8 N. Using Eq. (13), this variation of overall contact length of 28.7 mm corresponds to an accumulated phase change of 31.5 degrees, which means approximately 4 degrees/N, which is a satisfactory resolution, thus validating the mechanical design.
[0064] The last implementation step is the design of the electrical trace. Using Eq. (11) with a desired impedance of Z=50? and a spacer height of h=0.64 mm, the trace width is computed to be 4.75 mm. However, because the dielectric between the signal and ground trace is not only made of air, since plastic spacers separate the traces at both ends of the sensor, we found that a lower value of 2.5 mm works better in practice. This is thus the adopted value in our design.
[0065]
[0066] Testing of the sensor showed that measurements are repeatable, and close to the expected, ideal behavior. The average error and standard deviation between the sensor's readings load cell readings were 0.01 N and 0.49 N, respectively, while the average error and standard deviation between the sensor readings and the force application locations were ?0.33 mm and 0.82 mm, respectively.
[0067] While specific embodiments of the present invention have been shown and described, it should be understood that other modifications, substitutions and alternatives are apparent to one of ordinary skill in the art. Such modifications, substitutions and alternatives can be made without departing from the spirit and scope of the invention, which should be determined from the appended claims.
[0068] Various features of the invention are set forth in the appended claims.