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Kight A, Pirozzi I, Liang X, McElhinney DB, Han AK, Dual SA, Cutkosky M. Decoupling Transmission and Transduction for Improved Durability of Highly Stretchable, Soft Strain Sensing: Applications in Human Health Monitoring. Sensors (Basel) 2023; 23:1955. [PMID: 36850551 PMCID: PMC9967534 DOI: 10.3390/s23041955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/24/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
This work presents a modular approach to the development of strain sensors for large deformations. The proposed method separates the extension and signal transduction mechanisms using a soft, elastomeric transmission and a high-sensitivity microelectromechanical system (MEMS) transducer. By separating the transmission and transduction, they can be optimized independently for application-specific mechanical and electrical performance. This work investigates the potential of this approach for human health monitoring as an implantable cardiac strain sensor for measuring global longitudinal strain (GLS). The durability of the sensor was evaluated by conducting cyclic loading tests over one million cycles, and the results showed negligible drift. To account for hysteresis and frequency-dependent effects, a lumped-parameter model was developed to represent the viscoelastic behavior of the sensor. Multiple model orders were considered and compared using validation and test data sets that mimic physiologically relevant dynamics. Results support the choice of a second-order model, which reduces error by 73% compared to a linear calibration. In addition, we evaluated the suitability of this sensor for the proposed application by demonstrating its ability to operate on compliant, curved surfaces. The effects of friction and boundary conditions are also empirically assessed and discussed.
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Affiliation(s)
- Ali Kight
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Ileana Pirozzi
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Xinyi Liang
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA
| | - Doff B. McElhinney
- Department of Cardiology, Lucile Packard Children’s Hospital, Stanford University, Stanford, CA 94305, USA
| | - Amy Kyungwon Han
- Department of Mechanical Engineering, Seoul National University, Seoul 08826, Republic of Korea
| | - Seraina A. Dual
- Department of Biomedical Engineering, KTH Royal Institute of Technology, 11428 Stockholm, Sweden
| | - Mark Cutkosky
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA
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Lin MA, Thomasson R, Uribe G, Choi H, Cutkosky M. Exploratory Hand: Leveraging Safe Contact to Facilitate Manipulation in Cluttered Spaces. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3068941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Ruotolo W, Thomasson R, Herrera J, Gruebele A, Cutkosky M. Distal Hyperextension Is Handy: High Range of Motion in Cluttered Environments. IEEE Robot Autom Lett 2020. [DOI: 10.1109/lra.2020.2965914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Affiliation(s)
- Paul Day
- Stanford University, Department of Mechanical Engineering, Escondido Mall Stanford, California 94305
| | - Mark Cutkosky
- Stanford University, Department of Mechanical Engineering, Escondido Mall Stanford, California 94305
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Affiliation(s)
- Paul Day
- Stanford University, Stanford, California 94305
| | | | - Richard Greco
- Los Alamos National Laboratory, Los Alamos, New Mexico 87545
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Wu XA, Christensen DL, Suresh SA, Jiang H, Roderick WRT, Cutkosky M. Incipient Slip Detection and Recovery for Controllable Gecko-Inspired Adhesion. IEEE Robot Autom Lett 2017. [DOI: 10.1109/lra.2016.2636881] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Wu XA, Huh TM, Mukherjee R, Cutkosky M. Integrated Ground Reaction Force Sensing and Terrain Classification for Small Legged Robots. IEEE Robot Autom Lett 2016. [DOI: 10.1109/lra.2016.2524073] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Bark K, Wheeler J, Shull P, Savall J, Cutkosky M. Rotational Skin Stretch Feedback: A Wearable Haptic Display for Motion. IEEE Trans Haptics 2010; 3:166-176. [PMID: 27788071 DOI: 10.1109/toh.2010.21] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We present a wearable haptic feedback device that imparts rotational skin stretch to the hairy skin, along with the results of psychophysical tests to determine its resolution and accuracy for motion display. Tracking experiments with visual markers reveal the pattern of skin motion and strain imparted by the device, confirming subjective impressions that the design represents a trade-off between perception at low stimulus levels and comfort at maximum stimulus levels. In an isolated environment, users were able to discriminate between different rotational displacements of stretch within two to five degrees, depending on the reference stimulus. In a more realistic setting, subjects were able to use feedback from the device to control the positioning of a virtual object within six degrees or ±6.5 degrees of the total range of motion. When subjects were passive and exposed to arbitrary rotations of the device, the accuracy was poorer, although it improved with training. The results suggest that wearable skin stretch devices can be an effective means of providing feedback about a user's controlled joint or limb motions for motion training and similar applications.
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Wheeler J, Bark K, Savall J, Cutkosky M. Investigation of Rotational Skin Stretch for Proprioceptive Feedback With Application to Myoelectric Systems. IEEE Trans Neural Syst Rehabil Eng 2010; 18:58-66. [DOI: 10.1109/tnsre.2009.2039602] [Citation(s) in RCA: 98] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Abstract
The increasing demand for physical interaction between humans and robots has led to an interest in robots that guarantee safe behavior when human contact occurs. However, attaining established levels of performance while ensuring safety creates formidable challenges in mechanical design, actuation, sensing and control. To promote safety without compromising performance, a human-friendly robotic arm has been developed using the concept of hybrid actuation. The new design employs high-power, low-impedance pneumatic artificial muscles augmented with small electrical actuators, distributed compact pressure regulators with proportional valves, and hollow plastic links. The experimental results show that significant performance improvement can be achieved with hybrid actuation over a system with pneumatic muscles alone. In this paper we evaluate the safety of the new robot arm through experiments and simulation, demonstrating that its inertia/power characteristics surpass those of previous human-friendly robots we have developed.
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Affiliation(s)
- Dongjun Shin
- Artificial Intelligence Laboratory, Stanford University, Stanford, CA 94305, USA,
| | - Irene Sardellitti
- Advanced Robotics Laboratory, Italian Institute of Technology, Genoa, Italy,
| | - Yong-Lae Park
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA,
| | - Oussama Khatib
- Artificial Intelligence Laboratory, Stanford University, Stanford, CA 94305, USA,
| | - Mark Cutkosky
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA,
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Gravish N, Wilkinson M, Sponberg S, Parness A, Esparza N, Soto D, Yamaguchi T, Broide M, Cutkosky M, Creton C, Autumn K. Rate-dependent frictional adhesion in natural and synthetic gecko setae. J R Soc Interface 2009; 7:259-69. [PMID: 19493896 DOI: 10.1098/rsif.2009.0133] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Geckos owe their remarkable stickiness to millions of dry, hard setae on their toes. In this study, we discovered that gecko setae stick more strongly the faster they slide, and do not wear out after 30,000 cycles. This is surprising because friction between dry, hard, macroscopic materials typically decreases at the onset of sliding, and as velocity increases, friction continues to decrease because of a reduction in the number of interfacial contacts, due in part to wear. Gecko setae did not exhibit the decrease in adhesion or friction characteristic of a transition from static to kinetic contact mechanics. Instead, friction and adhesion forces increased at the onset of sliding and continued to increase with shear speed from 500 nm s(-1) to 158 mm s(-1). To explain how apparently fluid-like, wear-free dynamic friction and adhesion occur macroscopically in a dry, hard solid, we proposed a model based on a population of nanoscopic stick-slip events. In the model, contact elements are either in static contact or in the process of slipping to a new static contact. If stick-slip events are uncorrelated, the model further predicted that contact forces should increase to a critical velocity (V*) and then decrease at velocities greater than V*. We hypothesized that, like natural gecko setae, but unlike any conventional adhesive, gecko-like synthetic adhesives (GSAs) could adhere while sliding. To test the generality of our results and the validity of our model, we fabricated a GSA using a hard silicone polymer. While sliding, the GSA exhibited steady-state adhesion and velocity dependence similar to that of gecko setae. Observations at the interface indicated that macroscopically smooth sliding of the GSA emerged from randomly occurring stick-slip events in the population of flexible fibrils, confirming our model predictions.
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Affiliation(s)
- Nick Gravish
- Department of Biology, Lewis & Clark College, Portland, OR, USA
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Parness A, Soto D, Esparza N, Gravish N, Wilkinson M, Autumn K, Cutkosky M. A microfabricated wedge-shaped adhesive array displaying gecko-like dynamic adhesion, directionality and long lifetime. J R Soc Interface 2009; 6:1223-32. [PMID: 19324664 DOI: 10.1098/rsif.2009.0048] [Citation(s) in RCA: 203] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Gecko adhesion has become a paradigmatic example of bio-inspired engineering, yet among the many gecko-like synthetic adhesives (GSAs), truly gecko-like performance remains elusive. Many GSAs have previously demonstrated one or two features of the gecko adhesive. We present a new wedge-shaped GSA that exhibits several gecko-like properties simultaneously: directional features; zero force at detachment; high ratio of detachment force to preload force; non-adhesive default state; and the ability to maintain performance while sliding, even after thousands of cycles. Individual wedges independently detach and reattach during sliding, resulting in high levels of shear and normal adhesion during drag. This behaviour provides a non-catastrophic failure mechanism that is desirable for applications such as climbing robots where sudden contact failure would result in serious falls. The effects of scaling patch sizes up to tens of square centimetres are also presented and discussed. Patches of 1 cm(2) had an adhesive pressure of 5.1 kPa while simultaneously supporting 17.0 kPa of shear. After 30 000 attachment/detachment cycles, a patch retained 67 per cent of its initial adhesion and 76 per cent of its initial shear without cleaning. Square-based wedges of 20 mum and 50 mum are manufactured in a moulding process where moulds are fabricated using a dual-side, dual-angle lithography process on quartz wafers with SU-8 photoresist as the mould material and polydimethylsiloxane as the cast material.
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Affiliation(s)
- Aaron Parness
- Department of Mechanical Engineering, Stanford University, Escondido Mall, Stanford, CA 94305, USA.
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Santos D, Kim S, Spenko M, Parness A, Cutkosky M. Directional Adhesive Structures for Controlled Climbing on Smooth Vertical Surfaces. ACTA ACUST UNITED AC 2007. [DOI: 10.1109/robot.2007.363158] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
SUMMARY
Directional arrays of branched microscopic setae constitute a dry adhesive on the toes of pad-bearing geckos, nature's supreme climbers. Geckos are easily and rapidly able to detach their toes as they climb. There are two known mechanisms of detachment: (1) on the microscale, the seta detaches when the shaft reaches a critical angle with the substrate, and (2) on the macroscale, geckos hyperextend their toes, apparently peeling like tape. This raises the question of how geckos prevent detachment while inverted on the ceiling, where body weight should cause toes to peel and setal angles to increase. Geckos use opposing feet and toes while inverted, possibly to maintain shear forces that prevent detachment of setae or peeling of toes. If detachment occurs by macroscale peeling of toes, the peel angle should monotonically decrease with applied force. In contrast, if adhesive force is limited by microscale detachment of setae at a critical angle, the toe detachment angle should be independent of applied force. We tested the hypothesis that adhesion is increased by shear force in isolated setal arrays and live gecko toes. We also tested the corollary hypotheses that (1) adhesion in toes and arrays is limited as on the microscale by a critical angle, or (2)on the macroscale by adhesive strength as predicted for adhesive tapes. We found that adhesion depended directly on shear force, and was independent of detachment angle. Therefore we reject the hypothesis that gecko toes peel like tape. The linear relation between adhesion and shear force is consistent with a critical angle of release in live gecko toes and isolated setal arrays, and also with our prior observations of single setae. We introduced a new model,frictional adhesion, for gecko pad attachment and compared it to existing models of adhesive contacts. In an analysis of clinging stability of a gecko on an inclined plane each adhesive model predicted a different force control strategy. The frictional adhesion model provides an explanation for the very low detachment forces observed in climbing geckos that does not depend on toe peeling.
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Affiliation(s)
- K Autumn
- Department of Biology, Lewis & Clark College, 0615 SW Palatine Hill Road, Portland, OR 97219, USA.
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Edin B, Howe R, Westling G, Cutkosky M. A physiological method for relaying frictional information to a human teleoperator. ACTA ACUST UNITED AC 1993. [DOI: 10.1109/21.229455] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Olsen G, Cutkosky M, Kambhampati S. REAL PHYSICS FOR REAL ENGINEERS: RESPONSE TO "PROLEGOMENA TO ANY FUTURE QUALITATIVE PHYSICS". Comput Intell 1992. [DOI: 10.1111/j.1467-8640.1992.tb00359.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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