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Keywords = human touch sensing

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18 pages, 3288 KiB  
Article
Influence of Material Optical Properties in Direct ToF LiDAR Optical Tactile Sensing: Comprehensive Evaluation
by Ilze Aulika, Andrejs Ogurcovs, Meldra Kemere, Arturs Bundulis, Jelena Butikova, Karlis Kundzins, Emmanuel Bacher, Martin Laurenzis, Stephane Schertzer, Julija Stopar, Ales Zore and Roman Kamnik
Materials 2025, 18(14), 3287; https://doi.org/10.3390/ma18143287 - 11 Jul 2025
Viewed by 254
Abstract
Optical tactile sensing is gaining traction as a foundational technology in collaborative and human-interactive robotics, where reliable touch and pressure feedback are critical. Traditional systems based on total internal reflection (TIR) and frustrated TIR (FTIR) often require complex infrared setups and lack adaptability [...] Read more.
Optical tactile sensing is gaining traction as a foundational technology in collaborative and human-interactive robotics, where reliable touch and pressure feedback are critical. Traditional systems based on total internal reflection (TIR) and frustrated TIR (FTIR) often require complex infrared setups and lack adaptability to curved or flexible surfaces. To overcome these limitations, we developed OptoSkin—a novel tactile platform leveraging direct time-of-flight (ToF) LiDAR principles for robust contact and pressure detection. In this extended study, we systematically evaluate how key optical properties of waveguide materials affect ToF signal behavior and sensing fidelity. We examine a diverse set of materials, characterized by varying light transmission (82–92)%, scattering coefficients (0.02–1.1) cm−1, diffuse reflectance (0.17–7.40)%, and refractive indices 1.398–1.537 at the ToF emitter wavelength of 940 nm. Through systematic evaluation, we demonstrate that controlled light scattering within the material significantly enhances ToF signal quality for both direct touch and near-proximity sensing. These findings underscore the critical role of material selection in designing efficient, low-cost, and geometry-independent optical tactile systems. Full article
(This article belongs to the Section Polymeric Materials)
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22 pages, 9995 KiB  
Article
Skin-Inspired Magnetoresistive Tactile Sensor for Force Characterization in Distributed Areas
by Francisco Mêda, Fabian Näf, Tiago P. Fernandes, Alexandre Bernardino, Lorenzo Jamone, Gonçalo Tavares and Susana Cardoso
Sensors 2025, 25(12), 3724; https://doi.org/10.3390/s25123724 - 13 Jun 2025
Cited by 1 | Viewed by 663
Abstract
Touch is a crucial sense for advanced organisms, particularly humans, as it provides essential information about the shape, size, and texture of contacting objects. In robotics and automation, the integration of tactile sensors has become increasingly relevant, enabling devices to properly interact with [...] Read more.
Touch is a crucial sense for advanced organisms, particularly humans, as it provides essential information about the shape, size, and texture of contacting objects. In robotics and automation, the integration of tactile sensors has become increasingly relevant, enabling devices to properly interact with their environment. This study aimed to develop a biomimetic, skin-inspired tactile sensor device capable of sensing applied force, characterizing it in three dimensions, and determining the point of application. The device was designed as a 4 × 4 matrix of tunneling magnetoresistive sensors, which provide a higher sensitivity in comparison to the ones based on the Hall effect, the current standard in tactile sensors. These detect magnetic field changes along a single axis, wire-bonded to a PCB and encapsulated in epoxy. This sensing array detects the magnetic field from an overlayed magnetorheological elastomer composed of Ecoflex and 5 µm neodymium–iron–boron ferromagnetic particles. Structural integrity tests showed that the device could withstand forces above 100 N, with an epoxy coverage of 0.12 mL per sensor chip. A 3D movement stage equipped with an indenting tip and force sensor was used to collect device data, which was then used to train neural network models to predict the contact location and 3D magnitude of the applied force. The magnitude-sensing model was trained on 31,260 data points, being able to accurately characterize force with a mean absolute error ranging between 0.07 and 0.17 N. The spatial sensitivity model was trained on 171,008 points and achieved a mean absolute error of 0.26 mm when predicting the location of applied force within a sensitive area of 25.5 mm × 25.5 mm using sensors spaced 4.5 mm apart. For points outside the testing range, the mean absolute error was 0.63 mm. Full article
(This article belongs to the Special Issue Smart Magnetic Sensors and Application)
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16 pages, 4713 KiB  
Article
Cutting-Edge Vibration Sensor Morphologically Configured by Mimicking a Tactile Cutaneous Receptor Using Magnetic-Responsive Hybrid Fluid (HF)
by Kunio Shimada
Sensors 2025, 25(11), 3366; https://doi.org/10.3390/s25113366 - 27 May 2025
Viewed by 381
Abstract
Vibration sensors are important in many engineering fields, including industry, surgery, space, and mechanics, such as for remote and autonomous driving. We propose a novel, cutting-edge vibratory sensor that mimics human tactile receptors, with a configuration different from current sensors such as strain [...] Read more.
Vibration sensors are important in many engineering fields, including industry, surgery, space, and mechanics, such as for remote and autonomous driving. We propose a novel, cutting-edge vibratory sensor that mimics human tactile receptors, with a configuration different from current sensors such as strain gauges and piezo materials. The basic principle involves the perception of vibration via touch, with a cutaneous mechanoreceptor that is sensitive to vibration. We investigated the characteristics of the proposed vibratory sensor, in which the mechanoreceptor was covered either in hard rubber (such as silicon oil) or soft rubber (such as urethane), for both low- and high-frequency ranges. The fabricated sensor is based on piezoelectricity with a built-in voltage. It senses applied vibration by means of hairs in the sensor and the hardness of the outer cover. We also investigated two proposed parameters: the sensor response time to stimuli to the vibration aiding the equivalent firing rate (e.f.r.) and the gauge factor (GF,pe) proposed as treated in piezo-resistivity. The evaluation with the parameters was effective in designing a sensor based on piezoelectricity. These parameters were enhanced by the hairs in the sensor and the hardness of the outer cover. Our results were helpful for designing the present novel vibratory sensor. Full article
(This article belongs to the Special Issue Advancements and Applications of Biomimetic Sensors Technologies)
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13 pages, 2984 KiB  
Article
Rectified Artificial Neural Networks for Long-Term Force Sensing in Piezoelectric Touch Panels
by Yong Liu, Xuemeng Li, Weihao Ma, Hongbei Meng and Shuo Gao
Electronics 2025, 14(10), 2081; https://doi.org/10.3390/electronics14102081 - 21 May 2025
Viewed by 451
Abstract
Human–machine interfaces based on force touch panels have attracted enormous attention due to the merits of the high human–machine interaction efficiency. Many studies have been devoted to diverse force touch technologies. Broad applications in terms of both actual use and research have been [...] Read more.
Human–machine interfaces based on force touch panels have attracted enormous attention due to the merits of the high human–machine interaction efficiency. Many studies have been devoted to diverse force touch technologies. Broad applications in terms of both actual use and research have been developed, such as 3D touch and force-based keystroke authentication. The fruitful results are based on the assumption that users’ touch habits remain unchanged over time; thus, a stationary customized force-sensing model can be built. However, for long-term use, users’ touch habits change due to time-drifting and specific events, causing a decrease in the performance of stationary force-sensing models. To address this issue, a rectified artificial neural network for long-term force sensing in piezoelectric touch panels is presented in this paper. With additional information on the touching time and the occurrence of specific events, the force level predictions were rectified, achieving an accuracy of 97.62% for a long-term data set. The proposed technique enables customized force sensing for long-term use and enhances the human–machine interactive efficiency. Full article
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21 pages, 2667 KiB  
Article
Synthetic Tactile Sensor for Macroscopic Roughness Estimation Based on Spatial-Coding Contact Processing
by Muhammad Irwan Yanwari and Shogo Okamoto
Sensors 2025, 25(8), 2598; https://doi.org/10.3390/s25082598 - 20 Apr 2025
Viewed by 540
Abstract
Traditional tactile sensors primarily measure macroscopic surface features but do not directly estimate how humans perceive such surface roughness. Sensors that mimic human tactile processing could bridge this gap. This study proposes a method for predicting macroscopic roughness perception based on a sensing [...] Read more.
Traditional tactile sensors primarily measure macroscopic surface features but do not directly estimate how humans perceive such surface roughness. Sensors that mimic human tactile processing could bridge this gap. This study proposes a method for predicting macroscopic roughness perception based on a sensing principle that closely resembles human tactile information processing. Humans are believed to assess macroscopic roughness based on the spatial distribution of subcutaneous deformation and resultant neural activities when touching a textured surface. To replicate this spatial-coding mechanism, we captured distributed contact information using a camera through a flexible, transparent material with fingerprint-like surface structures, simulating finger skin. Images were recorded under varying contact forces ranging from 1 N to 3 N. The spatial frequency components in the range of 0.1–1.0 mm−1 were extracted from these contact images, and a linear combination of these components was used to approximate human roughness perception recorded via the magnitude estimation method. The results indicate that for roughness specimens with rectangular or circular protrusions of surface wavelengths between 2 and 5 mm, the estimated roughness values achieved an average error comparable to the standard deviation of participants’ roughness ratings. These findings demonstrate the potential of macroscopic roughness estimation based on human-like tactile information processing and highlight the viability of vision-based sensing in replicating human roughness perception. Full article
(This article belongs to the Special Issue Recent Development of Flexible Tactile Sensors and Their Applications)
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12 pages, 8262 KiB  
Article
High-Sensitivity and Wide-Range Flexible Pressure Sensor Based on Gradient-Wrinkle Structures and AgNW-Coated PDMS
by Xiaoran Liu, Xinyi Wang, Tao Xue, Yingying Zhao and Qiang Zou
Micromachines 2025, 16(4), 468; https://doi.org/10.3390/mi16040468 - 15 Apr 2025
Cited by 1 | Viewed by 764
Abstract
Flexible pressure sensors have garnered significant attention due to their wide range of applications in human motion monitoring and smart wearable devices. However, the fabrication of pressure sensors that offer both high sensitivity and a wide detection range remains a challenging task. In [...] Read more.
Flexible pressure sensors have garnered significant attention due to their wide range of applications in human motion monitoring and smart wearable devices. However, the fabrication of pressure sensors that offer both high sensitivity and a wide detection range remains a challenging task. In this paper, we propose an AgNW-coated PDMS flexible piezoresistive sensor based on a gradient-wrinkle structure. By modifying the microstructure of PDMS, the sensor demonstrates varying sensitivities and pressure responses across different pressure ranges. The wrinkle microstructure contributes to high sensitivity (0.947 kPa−1) at low pressures, while the PDMS film with a gradient contact height ensures a continuous change in the contact area through the gradual activation of the contact wrinkles, resulting in a wide detection range (10–50 kPa). This paper also investigates the contact state of gradient-wrinkle films under different pressures to further elaborate on the sensor’s sensing mechanism. The sensor’s excellent performance in real-time response to touch behavior, joint motion, swallowing behavior recognition, and grasping behavior detection highlights its broad application prospects in human–computer interaction, human motion monitoring, and intelligent robotics. Full article
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30 pages, 21138 KiB  
Review
Recent Developments and Applications of Tactile Sensors with Biomimetic Microstructures
by Fengchang Huang, Xidi Sun, Qiaosheng Xu, Wen Cheng, Yi Shi and Lijia Pan
Biomimetics 2025, 10(3), 147; https://doi.org/10.3390/biomimetics10030147 - 27 Feb 2025
Cited by 3 | Viewed by 3045
Abstract
Humans possess an innate ability to perceive a wide range of objects through touch, which allows them to interact effectively with their surroundings. Similarly, tactile perception in artificial sensory systems enables the acquisition of object properties, human physiological signals, and environmental information. Biomimetic [...] Read more.
Humans possess an innate ability to perceive a wide range of objects through touch, which allows them to interact effectively with their surroundings. Similarly, tactile perception in artificial sensory systems enables the acquisition of object properties, human physiological signals, and environmental information. Biomimetic tactile sensors, as an emerging sensing technology, draw inspiration from biological systems and exhibit high sensitivity, rapid response, multimodal perception, and stability. By mimicking biological mechanisms and microstructures, these sensors achieve precise detection of mechanical signals, thereby paving the way for advancements in tactile sensing applications. This review provides an overview of key sensing mechanisms, microstructure designs, and advanced fabrication techniques of biomimetic tactile sensors. The system architecture design of biomimetic tactile sensing systems is also explored. Furthermore, the review highlights significant applications of these sensors in recent years, including texture recognition, human health detection, and human–machine interaction. Finally, the key challenges and future development prospects related to biomimetic tactile sensors are discussed. Full article
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17 pages, 3854 KiB  
Review
Preventive Effects of Forest Bathing/Shinrin-Yoku on Cardiovascular Diseases: A Review of Mechanistic Evidence
by Qing Li
Forests 2025, 16(2), 310; https://doi.org/10.3390/f16020310 - 10 Feb 2025
Viewed by 3819
Abstract
Cardiovascular diseases (CVDs) are a group of disorders of the heart and blood vessels and include coronary heart disease, cerebrovascular disease, rheumatic heart disease, and other conditions, which are leading causes of global morbidity and mortality. It is very important to establish preventive [...] Read more.
Cardiovascular diseases (CVDs) are a group of disorders of the heart and blood vessels and include coronary heart disease, cerebrovascular disease, rheumatic heart disease, and other conditions, which are leading causes of global morbidity and mortality. It is very important to establish preventive measures against CVDs, including hypertension. Against this background, forest bathing/shinrin-yoku is attracting attention as a new method of health promotion and disease prevention. Forest bathing/shinrin-yoku is an activity that utilizes the healing effects of forests to promote people’s health and prevent disease by stimulating the five senses, including sight, smell, hearing, taste, and touch, through forest visits. Since 2004, many scientific studies on the psychological and physiological effects of forest bathing/shinrin-yoku have been conducted, and many original scientific articles have been published. It has been reported that forest bathing/shinrin-yoku boosted immune system by increasing human natural killer activity and anticancer proteins in natural killer, lowered blood pressure and pulse rate, reduced stress hormones including adrenaline, noradrenaline in urine and cortisol in serum and saliva, increased the parasympathetic nervous activity and decreased the sympathetic nervous activity, improved sleep, reduced the negative emotions and increased positive feelings. In this article, the author reviewed the preventive effects of forest bathing/shinrin-yoku on CVDs from the perspectives of the effects of forest bathing/shinrin-yoku on stress hormones, parasympathetic nervous and sympathetic nervous systems, sleep, blood pressure and heart/pulse rate, and other mechanisms based on the published scientific evidence. Full article
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7 pages, 4149 KiB  
Proceeding Paper
Empowering Smart Surfaces: Optimizing Dielectric Inks for In-Mold Electronics
by Priscilla Hong, Gibson Soo Chin Yuan, Yeow Meng Tan and Kebao Wan
Eng. Proc. 2024, 78(1), 8; https://doi.org/10.3390/engproc2024078008 - 6 Feb 2025
Viewed by 519
Abstract
Dielectric materials have gained traction for their energy-storage capacitive and electrically insulating properties as sensors and in smart surface technologies such as in In-Mold Electronics (IME). IME is a disruptive technology that involves environmentally protected electronics in plastic thermoformed and molded structures. The [...] Read more.
Dielectric materials have gained traction for their energy-storage capacitive and electrically insulating properties as sensors and in smart surface technologies such as in In-Mold Electronics (IME). IME is a disruptive technology that involves environmentally protected electronics in plastic thermoformed and molded structures. The use of IME in a human–machine interface (HMI) provides a favorable experience to the users and helps reduce production costs due to a smaller list of parts and lower material costs. A few functional components that are compatible with one another are crucial to the final product’s properties in the IME structure. Of these components, the dielectric layers are an important component in the smart surface industry, providing insulation for the prevention of leakage currents in multilayered printed structures and capacitance sensing on the surface of specially designed shapes in IME. Advanced dielectric materials are non-conductive materials that impend and polarize electron movements within the material, store electrical energy, and reduce the flow of electric current with exceptional thermal stability. The selection of a suitable dielectric ink is an integral stage in the planning of the IME smart touch surface. The ink medium, solvent, and surface tension determine the printability, adhesion, print quality, and the respective reaction with the bottom and top conductive traces. The sequence in which the components are deposited and the heating processes in subsequent thermoforming and injection molding are other critical factors. In this study, various commercially available dielectric layers were each printed in two to four consecutive layers with a mesh thickness of 50–60 µm or 110–120 µm, acting as an insulator between conductive silver traces overlaid onto a polycarbonate substrate. Elemental mapping and optical analysis on the cross-section were conducted to determine the compatibility and the adhesion of the dielectric layers on the conductive traces and polycarbonate substrate. The final selection was based on the functionality, reliability, repeatability, time-stability, thickness, total processing time, appearance, and cross-sectional analysis results. The chosen candidate was then placed through the final product design, circuitry design, and plastic thermoforming process. In summary, this study will provide a general guideline to optimize the selection of dielectric inks for in-mold electronics applications. Full article
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30 pages, 9276 KiB  
Review
Recent Progress in Flexible Piezoelectric Tactile Sensors: Materials, Structures, Fabrication, and Application
by Jingyao Tang, Yiheng Li, Yirong Yu, Qing Hu, Wenya Du and Dabin Lin
Sensors 2025, 25(3), 964; https://doi.org/10.3390/s25030964 - 5 Feb 2025
Cited by 6 | Viewed by 3615
Abstract
Flexible tactile sensors are widely used in aerospace, medical and health monitoring, electronic skin, human–computer interaction, and other fields due to their unique advantages, thus becoming a research hotspot. The goal is to develop a flexible tactile sensor characterized by outstanding sensitivity, extensive [...] Read more.
Flexible tactile sensors are widely used in aerospace, medical and health monitoring, electronic skin, human–computer interaction, and other fields due to their unique advantages, thus becoming a research hotspot. The goal is to develop a flexible tactile sensor characterized by outstanding sensitivity, extensive detection range and linearity, elevated spatial resolution, and commendable adaptability. Among several strategies like capacitive, piezoresistive, and triboelectric tactile sensors, etc., we focus on piezoelectric tactile sensors because of their self-powered nature, high sensitivity, and quick response time. These sensors can respond to a wide range of dynamic mechanical stimuli and turn them into measurable electrical signals. This makes it possible to accurately detect objects, including their shapes and textures, and for them to sense touch in real time. This work encapsulates current advancements in flexible piezoelectric tactile sensors, focusing on enhanced material properties, optimized structural design, improved fabrication techniques, and broadened application domains. We outline the challenges facing piezoelectric tactile sensors to provide inspiration and guidance for their future development. Full article
(This article belongs to the Special Issue Materials and Devices for Flexible Electronics in Sensor Applications)
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13 pages, 252 KiB  
Article
Values in Narratives: Religious Education as an Exercise in Emotional Rationality
by Ivan Dodlek
Religions 2024, 15(10), 1283; https://doi.org/10.3390/rel15101283 - 18 Oct 2024
Viewed by 1222
Abstract
The domain of education deals with the issue of the possibility of a person’s development so that the person would learn to become more human through the educational process. An integral part of a person’s development is first and foremost the dimension of [...] Read more.
The domain of education deals with the issue of the possibility of a person’s development so that the person would learn to become more human through the educational process. An integral part of a person’s development is first and foremost the dimension of an individual’s integration into society. Education for values plays an indispensable role in education. The technical aspect of education—as John Macmurray described it—has its foundation in instrumental rationality, aiming at the realization of utilitarian values in order to achieve the necessary social cooperation for the purpose of an easier coexistence. That so-called instrumental conception of life has given birth to a special type of the contemporary human being, homo faber. If, however, we strive to achieve the complete development of a human being through education, which is more fully realized only in the communion of people in the forms of friendship, fellowship and love, this instrumental conception requires enrichment through a communitarian conception of life, aimed at the realization of intrinsic values. In that sense, this article explores the contemplative and relational aspects of education from the perspective of religious education, which, according to John Macmurray, are based on the emotional level of rationality which results in the acquisition and adoption of intrinsic individual and inter-individual values. The aim of this article is to show that when it comes to education, these values are best conveyed through narratives. The article also attempts to shed light on the way students internalize and personalize intrinsic values through their emotional familiarity with the narratives, and especially with the value of reciprocity, which is key to authentic religious practice, and thus also to ethical awareness, which is important for the formation of moral awareness and character of a human being. Furthermore, the article explores the extent to which narratives as a form of religious knowledge are important in religious education, and in which they contribute to the formation of students’ opinions, attitudes and identities as transmitters of religious truths. Narratives notably carry a strong potential for the spiritual transformation of one’s personal and social life in such a way that they can motivate students to accept and realize certain religious and moral practices through experiential touching of values. Examples of narratives used in religious education textbooks in secondary schools in Croatia reveal how much they actually contribute to the goals of religious education in terms of education for intrinsic individual and inter-individual values. Full article
(This article belongs to the Special Issue Contemporary Practices and Issues in Religious Education)
37 pages, 10678 KiB  
Review
E-Skin and Its Advanced Applications in Ubiquitous Health Monitoring
by Xidi Sun, Xin Guo, Jiansong Gao, Jing Wu, Fengchang Huang, Jia-Han Zhang, Fuhua Huang, Xiao Lu, Yi Shi and Lijia Pan
Biomedicines 2024, 12(10), 2307; https://doi.org/10.3390/biomedicines12102307 - 11 Oct 2024
Cited by 9 | Viewed by 5362
Abstract
E-skin is a bionic device with flexible and intelligent sensing ability that can mimic the touch, temperature, pressure, and other sensing functions of human skin. Because of its flexibility, breathability, biocompatibility, and other characteristics, it is widely used in health management, personalized medicine, [...] Read more.
E-skin is a bionic device with flexible and intelligent sensing ability that can mimic the touch, temperature, pressure, and other sensing functions of human skin. Because of its flexibility, breathability, biocompatibility, and other characteristics, it is widely used in health management, personalized medicine, disease prevention, and other pan-health fields. With the proposal of new sensing principles, the development of advanced functional materials, the development of microfabrication technology, and the integration of artificial intelligence and algorithms, e-skin has developed rapidly. This paper focuses on the characteristics, fundamentals, new principles, key technologies, and their specific applications in health management, exercise monitoring, emotion and heart monitoring, etc. that advanced e-skin needs to have in the healthcare field. In addition, its significance in infant and child care, elderly care, and assistive devices for the disabled is analyzed. Finally, the current challenges and future directions of the field are discussed. It is expected that this review will generate great interest and inspiration for the development and improvement of novel e-skins and advanced health monitoring systems. Full article
(This article belongs to the Special Issue Soft Electronics Enabled Tissue Engineering and Characterization)
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15 pages, 3502 KiB  
Article
Evaluation of Haptic Textures for Tangible Interfaces for the Tactile Internet
by Nikolaos Tzimos, George Voutsakelis, Sotirios Kontogiannis and Georgios Kokkonis
Electronics 2024, 13(18), 3775; https://doi.org/10.3390/electronics13183775 - 23 Sep 2024
Cited by 2 | Viewed by 1758
Abstract
Every texture in the real world provides us with the essential information to identify the physical characteristics of real objects. In addition to sight, humans use the sense of touch to explore their environment. Through haptic interaction we obtain unique and distinct information [...] Read more.
Every texture in the real world provides us with the essential information to identify the physical characteristics of real objects. In addition to sight, humans use the sense of touch to explore their environment. Through haptic interaction we obtain unique and distinct information about the texture and the shape of objects. In this paper, we enhance X3D 3D graphics files with haptic features to create 3D objects with haptic feedback. We propose haptic attributes such as static and dynamic friction, stiffness, and maximum altitude that provide the optimal user experience in a virtual haptic environment. After numerous optimization attempts on the haptic textures, we propose various haptic geometrical textures for creating a virtual 3D haptic environment for the tactile Internet. These tangible geometrical textures can be attached to any geometric shape, enhancing the haptic sense. We conducted a study of user interaction with a virtual environment consisting of 3D objects enhanced with haptic textures to evaluate performance and user experience. The goal is to evaluate the realism and recognition accuracy of each generated texture. The findings of the study aid visually impaired individuals to better understand their physical environment, using haptic devices in conjunction with the enhanced haptic textures. Full article
(This article belongs to the Section Computer Science & Engineering)
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17 pages, 11151 KiB  
Article
Electrical Impedance Tomography-Based Electronic Skin for Multi-Touch Tactile Sensing Using Hydrogel Material and FISTA Algorithm
by Zhentao Jiang, Zhiyuan Xu, Mingfu Li, Hui Zeng, Fan Gong and Yuke Tang
Sensors 2024, 24(18), 5985; https://doi.org/10.3390/s24185985 - 15 Sep 2024
Viewed by 1802
Abstract
Flexible electronic skin (e-skin) can enable robots to have sensory forms similar to human skin, enhancing their ability to obtain more information from touch. The non-invasive nature of electrical impedance tomography (EIT) technology allows electrodes to be arranged only at the edges of [...] Read more.
Flexible electronic skin (e-skin) can enable robots to have sensory forms similar to human skin, enhancing their ability to obtain more information from touch. The non-invasive nature of electrical impedance tomography (EIT) technology allows electrodes to be arranged only at the edges of the skin, ensuring the stretchability and elasticity of the skin’s interior. However, the image quality reconstructed by EIT technology has deteriorated in multi-touch identification, where it is challenging to clearly reflect the number of touchpoints and accurately size the touch areas. This paper proposed an EIT-based flexible tactile sensor that employs self-made hydrogel material as the primary sensing medium. The sensor’s structure, fabrication process, and tactile imaging principle were elaborated. To improve the quality of image reconstruction, the fast iterative shrinkage-thresholding algorithm (FISTA) was embedded into the EIDORS toolkit. The performances of the e-skin in aspects of assessing the touching area, quantitative force sensing and multi-touch identification were examined. Results showed that the mean intersection over union (MIoU) of the reconstructed images was improved up to 0.84, and the tactile position can be accurately imaged in the case of the number of the touchpoints up to seven (larger than two to four touchpoints in existing studies), proving that the combination of the proposed sensor and imaging algorithm has high sensitivity and accuracy in multi-touch tactile sensing. The presented e-skin shows potential promise for the application in complex human–robot interaction (HRI) environments, such as prosthetics and wearable devices. Full article
(This article belongs to the Section Physical Sensors)
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20 pages, 1943 KiB  
Systematic Review
A Systematic Review of Architecture Stimulating Attention through the Six Senses of Humans
by Chaniporn Thampanichwat, Pratsanee Meksrisawat, Narongrit Jinjantarawong, Somchok Sinnugool, Prima Phaibulputhipong, Pornteera Chunhajinda and Bhumin Bhutdhakomut
Sustainability 2024, 16(15), 6371; https://doi.org/10.3390/su16156371 - 25 Jul 2024
Cited by 3 | Viewed by 3991
Abstract
The climate change crisis is negatively impacting the mental health of people worldwide. Attention is a pivotal pathway to healing ourselves and the world, as it is a sensory process that enhances mental health and promotes sustainable behavior. Despite architecture’s potential to captivate [...] Read more.
The climate change crisis is negatively impacting the mental health of people worldwide. Attention is a pivotal pathway to healing ourselves and the world, as it is a sensory process that enhances mental health and promotes sustainable behavior. Despite architecture’s potential to captivate all six human senses immediately, there is still a significant gap in research. Thus, this study aimed to identify architectural features that stimulate attention through the six human senses: visual, touch, auditory, olfaction, taste, and emotion. This review article was conducted by searching data from Scopus in February 2024, identifying 4844 related publications. After data screening following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, 32 relevant and accessible research works were identified. Finally, data were extracted from the selected articles and analyzed using thematic analysis to explore their relevance to all six senses. The results reveal that the architectural features predominantly eliciting attention are mainly related to visual sensory stimuli. Closely following are the architectural features perceived through the emotional sense. The architecture that promotes attention is minimally associated with touch, auditory, and olfaction senses. Lastly, no architectural features were found to influence attention perceived through the sense of taste. Nevertheless, this study merely synthesizes data from previous research studies. Future research endeavors should validate this study’s findings for broader implications empirically. Full article
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