Pub Date : 2024-08-08DOI: 10.1016/j.mechatronics.2024.103234
Nam-Jin Park, Ki-Hyeon Kim, Jeong-Min Ma, Jin-Hee Son, Hyo-Sung Ahn
Ultra-wideband (UWB) sensor-based localization systems have been widely used in various applications that require precise positioning. However, most existing localization systems in the literature have limited coverage areas due to the stationary anchors or ground control station (GCS)-based system. To address this limitation, this paper proposes a mobile UWB-based onboard localization system composed of multi-drones with free structural anchors. In this paper, we introduce the detailed hardware and software configuration of the proposed system, based on the robot operating system (ROS). Moreover, we present a modified multilateration method for real-time onboard localization, which improves the localization performance even in the case of coplanar anchors by adaptively adjusting the number of iterations based on the notion of innovation. Finally, the proposed system is verified through outdoor experiments, and the results are compared with existing localization methods.
{"title":"Implementation of a multi-drone system for UWB-based onboard localization with free structural anchors","authors":"Nam-Jin Park, Ki-Hyeon Kim, Jeong-Min Ma, Jin-Hee Son, Hyo-Sung Ahn","doi":"10.1016/j.mechatronics.2024.103234","DOIUrl":"10.1016/j.mechatronics.2024.103234","url":null,"abstract":"<div><p>Ultra-wideband (UWB) sensor-based localization systems have been widely used in various applications that require precise positioning. However, most existing localization systems in the literature have limited coverage areas due to the stationary anchors or ground control station (GCS)-based system. To address this limitation, this paper proposes a mobile UWB-based onboard localization system composed of multi-drones with free structural anchors. In this paper, we introduce the detailed hardware and software configuration of the proposed system, based on the robot operating system (ROS). Moreover, we present a modified multilateration method for real-time onboard localization, which improves the localization performance even in the case of coplanar anchors by adaptively adjusting the number of iterations based on the notion of innovation. Finally, the proposed system is verified through outdoor experiments, and the results are compared with existing localization methods.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103234"},"PeriodicalIF":3.1,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141935386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01DOI: 10.1016/j.mechatronics.2024.103233
Parsa Kabir , Mohammad Zareinejad , Heidar Ali Talebi , Manijeh Soleimanifar
Multiple diseases and injuries can cause knee joint stiffness. Typically, therapists manually move a patient’s lower limb to assist them in regaining range of motion. There are also devices that can be used to aid in the rehabilitation process; however, the majority of them require lengthy rehabilitation sessions or have a fixed axis of rotation that cannot always be aligned with the knee’s moving center of rotation. This work presents the design, fabrication, and evaluation of a soft, inflatable, wearable device without rigid mechanisms that aims to replicate the behavior of the therapist and address the mentioned deficiencies. Two control strategies, passive and assist-as-needed, are defined for the device’s operation. The objective of the passive strategy is to relocate the patient’s knee to the designated position within the specified time. The assist-as-needed strategy, on the other hand, does not interfere if the patient is able to move ahead of the trajectory that the device is following, and only begins to assist when the patient’s limb stops moving. The device underwent experimental testing, and the outcomes were assessed.
{"title":"An inflatable soft wearable knee rehabilitation device: Design, fabrication, control and preliminary evaluation","authors":"Parsa Kabir , Mohammad Zareinejad , Heidar Ali Talebi , Manijeh Soleimanifar","doi":"10.1016/j.mechatronics.2024.103233","DOIUrl":"10.1016/j.mechatronics.2024.103233","url":null,"abstract":"<div><p>Multiple diseases and injuries can cause knee joint stiffness. Typically, therapists manually move a patient’s lower limb to assist them in regaining range of motion. There are also devices that can be used to aid in the rehabilitation process; however, the majority of them require lengthy rehabilitation sessions or have a fixed axis of rotation that cannot always be aligned with the knee’s moving center of rotation. This work presents the design, fabrication, and evaluation of a soft, inflatable, wearable device without rigid mechanisms that aims to replicate the behavior of the therapist and address the mentioned deficiencies. Two control strategies, passive and assist-as-needed, are defined for the device’s operation. The objective of the passive strategy is to relocate the patient’s knee to the designated position within the specified time. The assist-as-needed strategy, on the other hand, does not interfere if the patient is able to move ahead of the trajectory that the device is following, and only begins to assist when the patient’s limb stops moving. The device underwent experimental testing, and the outcomes were assessed.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103233"},"PeriodicalIF":3.1,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141935387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-29DOI: 10.1016/j.mechatronics.2024.103232
Li Wang , Rob Duffield , Deborah Fox , Athena Hammond , Andrew J. Zhang , Wei Xing Zheng , Steven W. Su
This paper presents an efficient in-field calibration method tailored for low-cost triaxial MEMS gyroscopes often used in healthcare applications. Traditional calibration techniques are challenging to implement in clinical settings due to the unavailability of high-precision equipment. Unlike the auto-calibration approaches used for triaxial MEMS accelerometers, which rely on local gravity, gyroscopes lack a reliable reference since the Earth’s self-rotation speed is insufficient for accurate calibration. To address this limitation, we propose a novel method that uses manual rotation of the MEMS gyroscope to a specific angle (360°) as the calibration reference. This approach iteratively estimates the sensor’s attitude without requiring any external equipment. Numerical simulations and empirical tests validate that the calibration error is low and that parameter estimation is unbiased. The method can be implemented in real-time on a low-energy microcontroller and completed in under 30 seconds. Comparative results demonstrate that the proposed technique outperforms existing state-of-the-art methods, achieving scale factor and bias errors of less than for LSM9DS1 and less than for ICM20948.
{"title":"In-field gyroscope autocalibration with iterative attitude estimation","authors":"Li Wang , Rob Duffield , Deborah Fox , Athena Hammond , Andrew J. Zhang , Wei Xing Zheng , Steven W. Su","doi":"10.1016/j.mechatronics.2024.103232","DOIUrl":"10.1016/j.mechatronics.2024.103232","url":null,"abstract":"<div><p>This paper presents an efficient in-field calibration method tailored for low-cost triaxial MEMS gyroscopes often used in healthcare applications. Traditional calibration techniques are challenging to implement in clinical settings due to the unavailability of high-precision equipment. Unlike the auto-calibration approaches used for triaxial MEMS accelerometers, which rely on local gravity, gyroscopes lack a reliable reference since the Earth’s self-rotation speed is insufficient for accurate calibration. To address this limitation, we propose a novel method that uses manual rotation of the MEMS gyroscope to a specific angle (360°) as the calibration reference. This approach iteratively estimates the sensor’s attitude without requiring any external equipment. Numerical simulations and empirical tests validate that the calibration error is low and that parameter estimation is unbiased. The method can be implemented in real-time on a low-energy microcontroller and completed in under 30 seconds. Comparative results demonstrate that the proposed technique outperforms existing state-of-the-art methods, achieving scale factor and bias errors of less than <span><math><mrow><mn>2</mn><mo>.</mo><mn>5</mn><mo>×</mo><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>2</mn></mrow></msup></mrow></math></span> for LSM9DS1 and less than <span><math><mrow><mn>1</mn><mo>×</mo><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>2</mn></mrow></msup></mrow></math></span> for ICM20948.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103232"},"PeriodicalIF":3.1,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000977/pdfft?md5=b50d909bab44d8fbee0535ef2bb315e3&pid=1-s2.0-S0957415824000977-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141935388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-26DOI: 10.1016/j.mechatronics.2024.103227
Dongcheol Shin , Brian Byunghyun Kang , Wansoo Kim
This paper presents a novel TSA mechanism with an adjustable offset between strings, which enables a variable transmission system. TSA is designed to be used in a variety of applications, including exoskeletons, and robotics. The fixed contraction range of TSAs limits their ability to provide comprehensive support. The proposed mechanism overcomes this limitation by adjusting the offset between strings. The mechanism consists of six parts with two motors. Each motor in the mechanism operates to adjust offset with only one motor and operates simultaneously to twist the strings. This enables the contraction range of TSA to be varied a wide range. Furthermore, an analytical model is also introduced for controlling the contraction range of TSA. In the experiment, the proposed mechanism shows the contraction range of TSA to be increased by up to 20%. Additionally, it showed that it is possible to vary the maximum force of TSA by up to 47%. Moreover, the analytical model has a low error. These findings suggest the promising potential for the developed TSA mechanism in a variety of applications.
{"title":"Twisted String Actuator mechanism with adjustable offset of strings for continuous variable transmission system","authors":"Dongcheol Shin , Brian Byunghyun Kang , Wansoo Kim","doi":"10.1016/j.mechatronics.2024.103227","DOIUrl":"10.1016/j.mechatronics.2024.103227","url":null,"abstract":"<div><p>This paper presents a novel TSA mechanism with an adjustable offset between strings, which enables a variable transmission system. TSA is designed to be used in a variety of applications, including exoskeletons, and robotics. The fixed contraction range of TSAs limits their ability to provide comprehensive support. The proposed mechanism overcomes this limitation by adjusting the offset between strings. The mechanism consists of six parts with two motors. Each motor in the mechanism operates to adjust offset with only one motor and operates simultaneously to twist the strings. This enables the contraction range of TSA to be varied a wide range. Furthermore, an analytical model is also introduced for controlling the contraction range of TSA. In the experiment, the proposed mechanism shows the contraction range of TSA to be increased by up to 20%. Additionally, it showed that it is possible to vary the maximum force of TSA by up to 47%. Moreover, the analytical model has a low error. These findings suggest the promising potential for the developed TSA mechanism in a variety of applications.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103227"},"PeriodicalIF":3.1,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141953705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-23DOI: 10.1016/j.mechatronics.2024.103230
Luca Arleo, Matteo Cianchetti
Variable stiffness technologies are promising to fill the existing gap between the capabilities of robots based on soft materials and real-case applications, which may require high stiffness in specific working phases or conditions. Among these technologies, jamming transition emerged as a suitable option for devices that are intended to experience large deformations. Building upon the first version of the already introduced variable stiffness linear actuator (based on the combination of inverse pneumatic artificial muscles, fiber jamming, and positive pressure jamming), here we present the design of the VARISA, a novel multidirectional modular soft arm with tuneable stiffness. A tailored fabrication process, considered also in the design choices, is reported. Both the single module, made of three actuators, and the arm, which consists of two modules connected in series, were tested to assess deformability and variable stiffness capabilities. VARISA is 45 mm in diameter and 285 mm in length and it reached 100 mm of elongation and 82 degrees of maximum bending angle, covering a 300 mm wide workspace. Moreover, it achieved a stiffness variation close to one order of magnitude (a maximum stiffness ratio of 9.57) and, in particular, the possibility to tune the absolute stiffness between 0.06 and 0.52 N/mm in bent configuration.
{"title":"VARISA - A VARIable Stiffness soft robotics Arm based on inverse pneumatic actuators and differential drive fiber jamming","authors":"Luca Arleo, Matteo Cianchetti","doi":"10.1016/j.mechatronics.2024.103230","DOIUrl":"10.1016/j.mechatronics.2024.103230","url":null,"abstract":"<div><p>Variable stiffness technologies are promising to fill the existing gap between the capabilities of robots based on soft materials and real-case applications, which may require high stiffness in specific working phases or conditions. Among these technologies, jamming transition emerged as a suitable option for devices that are intended to experience large deformations. Building upon the first version of the already introduced variable stiffness linear actuator (based on the combination of inverse pneumatic artificial muscles, fiber jamming, and positive pressure jamming), here we present the design of the VARISA, a novel multidirectional modular soft arm with tuneable stiffness. A tailored fabrication process, considered also in the design choices, is reported. Both the single module, made of three actuators, and the arm, which consists of two modules connected in series, were tested to assess deformability and variable stiffness capabilities. VARISA is 45 mm in diameter and 285 mm in length and it reached 100 mm of elongation and 82 degrees of maximum bending angle, covering a 300 mm wide workspace. Moreover, it achieved a stiffness variation close to one order of magnitude (a maximum stiffness ratio of 9.57) and, in particular, the possibility to tune the absolute stiffness between 0.06 and 0.52 N/mm in bent configuration.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103230"},"PeriodicalIF":3.1,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000953/pdfft?md5=2bf8927bbad5c9a0b434a8c1d78e5d5c&pid=1-s2.0-S0957415824000953-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141949927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-20DOI: 10.1016/j.mechatronics.2024.103228
Hung-Ming Li , Chien-Kuan Liu , Yong-Chun Yang , Meng-Shiun Tsai
In order to satisfy the high accuracy requirements of robotic applications, it is necessary to consider not only the geometric errors but also the compliance errors which are caused by the self-gravity of the link and the external payloads. A general error model is developed based on the modified Denavit-Hartenberg (DH) model. For the parameters in the error model, there is a coupling between the compliance coefficients and the link parameters, making it difficult to use only the compliance coefficients to compute the compliance errors due to external payloads. As the external payload for the robot manipulator varies, the parameter identification of the model should be conducted again. In this paper, a novel algorithm using a variable payload method is proposed to first identify the compliance coefficients using different payloads and end effector position information. Second, the kinematic parameter errors and link parameters are identified with the given compliance coefficients. Then, the algorithm generates a modified trajectory using the calibrated DH tables for the precision compensation. Simulation and experimental results demonstrate that the positioning accuracy can be improved by 80 % to 90 % even under different payloads. The root mean square, mean, maximum, and standard deviation of the residual errors by using the proposed algorithm could outperform the conventional kinematic algorithm.
{"title":"Simultaneous compensation of geometric and compliance errors for robotics with consideration of variable payload effects","authors":"Hung-Ming Li , Chien-Kuan Liu , Yong-Chun Yang , Meng-Shiun Tsai","doi":"10.1016/j.mechatronics.2024.103228","DOIUrl":"10.1016/j.mechatronics.2024.103228","url":null,"abstract":"<div><p>In order to satisfy the high accuracy requirements of robotic applications, it is necessary to consider not only the geometric errors but also the compliance errors which are caused by the self-gravity of the link and the external payloads. A general error model is developed based on the modified Denavit-Hartenberg (DH) model. For the parameters in the error model, there is a coupling between the compliance coefficients and the link parameters, making it difficult to use only the compliance coefficients to compute the compliance errors due to external payloads. As the external payload for the robot manipulator varies, the parameter identification of the model should be conducted again. In this paper, a novel algorithm using a variable payload method is proposed to first identify the compliance coefficients using different payloads and end effector position information. Second, the kinematic parameter errors and link parameters are identified with the given compliance coefficients. Then, the algorithm generates a modified trajectory using the calibrated DH tables for the precision compensation. Simulation and experimental results demonstrate that the positioning accuracy can be improved by 80 % to 90 % even under different payloads. The root mean square, mean, maximum, and standard deviation of the residual errors by using the proposed algorithm could outperform the conventional kinematic algorithm.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141729315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-19DOI: 10.1016/j.mechatronics.2024.103231
M. Tur , S. Gregori , A. Correcher , J. Gil , A. Pedrosa , F.J. Fuenmayor
Hardware-in-the-loop testing serves as a method to examine the dynamic interaction between the pantograph and catenary within controlled laboratory environments. This task involves measuring the force from the pantograph, using a real-time catenary model to determine the next pantograph position, and generating the desired pantograph movement to complete the loop. To address potential instability issues arising from communication delays and the inherent stiffness in the interaction with pantograph strips, a mass–spring system and a Linear Quadratic Gaussian controller are integrated into the system. The catenary is a finite element model of a complete section, incorporating the non-linearity introduced by dropper slackening. Validation of the results demonstrates a good level of accuracy in the HiL test approach within the frequency range of 0–20 Hz.
{"title":"Hardware-in-the-Loop pantograph tests with general overhead contact line geometry","authors":"M. Tur , S. Gregori , A. Correcher , J. Gil , A. Pedrosa , F.J. Fuenmayor","doi":"10.1016/j.mechatronics.2024.103231","DOIUrl":"10.1016/j.mechatronics.2024.103231","url":null,"abstract":"<div><p>Hardware-in-the-loop testing serves as a method to examine the dynamic interaction between the pantograph and catenary within controlled laboratory environments. This task involves measuring the force from the pantograph, using a real-time catenary model to determine the next pantograph position, and generating the desired pantograph movement to complete the loop. To address potential instability issues arising from communication delays and the inherent stiffness in the interaction with pantograph strips, a mass–spring system and a Linear Quadratic Gaussian controller are integrated into the system. The catenary is a finite element model of a complete section, incorporating the non-linearity introduced by dropper slackening. Validation of the results demonstrates a good level of accuracy in the HiL test approach within the frequency range of 0–20 Hz.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103231"},"PeriodicalIF":3.1,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0957415824000965/pdfft?md5=818d5ca15036a03ce198927966b79964&pid=1-s2.0-S0957415824000965-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141728847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-18DOI: 10.1016/j.mechatronics.2024.103229
Raffaele Manca , Sanjarbek Ruzimov , Renato Galluzzi , Luis M. Castellanos Molina , Nicola Amati , Andrea Tonoli
This paper presents an electromechanical height adjustment system for vehicles. The proposed design acts on the spring holder of the automotive suspension by means of a reversible ball-screw transmission. This actuator falls within the load-leveling category of suspensions, which becomes relevant in instances where the vehicle enters different terrains, driving conditions, or travel speeds. Furthermore, it could ease accessibility for passengers and goods. To provide reversibility, the actuation system relies on a ball-screw mechanism. It increases the overall efficiency of the actuator, which in turn, implies faster actuation times and lower power consumption. To avoid back-drivability when not needed, a highly integrated and compact locking clutch is engaged. This component provides a fail-safe feature to the suspension, even in the absence of electricity. The clutch is controlled by means of an electromagnet, which is also used to estimate its locking state by measuring the inductance of its magnetic circuit. The proposed solution is compared to a very similar irreversible configuration, where the ball-screw is replaced by a power screw with trapezoidal profile. Experiments demonstrate the benefits of the reversible ball-screw transmission in terms of actuation time (two times faster) and average efficiency (three times more efficient) when compared to the irreversible alternative. The functionality and state estimation of the locking clutch is also validated.
{"title":"Enhancement of electromechanical load-leveling suspensions for automotive applications using reversible transmission mechanisms","authors":"Raffaele Manca , Sanjarbek Ruzimov , Renato Galluzzi , Luis M. Castellanos Molina , Nicola Amati , Andrea Tonoli","doi":"10.1016/j.mechatronics.2024.103229","DOIUrl":"10.1016/j.mechatronics.2024.103229","url":null,"abstract":"<div><p>This paper presents an electromechanical height adjustment system for vehicles. The proposed design acts on the spring holder of the automotive suspension by means of a reversible ball-screw transmission. This actuator falls within the load-leveling category of suspensions, which becomes relevant in instances where the vehicle enters different terrains, driving conditions, or travel speeds. Furthermore, it could ease accessibility for passengers and goods. To provide reversibility, the actuation system relies on a ball-screw mechanism. It increases the overall efficiency of the actuator, which in turn, implies faster actuation times and lower power consumption. To avoid back-drivability when not needed, a highly integrated and compact locking clutch is engaged. This component provides a fail-safe feature to the suspension, even in the absence of electricity. The clutch is controlled by means of an electromagnet, which is also used to estimate its locking state by measuring the inductance of its magnetic circuit. The proposed solution is compared to a very similar irreversible configuration, where the ball-screw is replaced by a power screw with trapezoidal profile. Experiments demonstrate the benefits of the reversible ball-screw transmission in terms of actuation time (two times faster) and average efficiency (three times more efficient) when compared to the irreversible alternative. The functionality and state estimation of the locking clutch is also validated.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103229"},"PeriodicalIF":3.1,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141637388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-15DOI: 10.1016/j.mechatronics.2024.103225
Chiara Micheli, Giovanni Berselli, Lucia Seminara
The primary objective of this research is to develop a model-based framework for the indentation on the surface of a soft electronic skin. In the current paper, the model has been applied to a soft electronic skin embedding piezoelectric polymer (PVDF, polyvinylidene fluoride) transducers. We revisit in a dimensionless fashion an analytical solution of the problem presented in a previous contribution for a normal force (frictionless case) and extend the analysis to account for a tangential component of the contact force (frictional case). First, the transmission of Hertzian distributed forces through the skin elastomer layer to a PVDF transducer is analyzed, assuming a half-space model for the elastomer. Then, the above mathematical formulation has been employed to perform extensive FEM simulations such to extend the analytical solutions for the half-space case to the real configuration where the elastomer layer has finite thickness and the transducer is not necessarily vertically aligned with the indenter. The model is applied to the case of a dragon skin, a well-known soft alternative to the silicone-based PDMS e-skin discussed in the previous paper. The model can be easily extended to other sensor types, provided the transducer is integrated on a rigid substrate and converts the pressure acting on its upper surface into a proportional electrical signal. The present framework is a first step towards the construction of a general design tool for soft electronic skins based on pressure transducers, regardless of the specific transducer type and material employed for the soft cover.
{"title":"Model-based approach for indentation on soft electronic skin","authors":"Chiara Micheli, Giovanni Berselli, Lucia Seminara","doi":"10.1016/j.mechatronics.2024.103225","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103225","url":null,"abstract":"The primary objective of this research is to develop a model-based framework for the indentation on the surface of a soft electronic skin. In the current paper, the model has been applied to a soft electronic skin embedding piezoelectric polymer (PVDF, polyvinylidene fluoride) transducers. We revisit in a dimensionless fashion an analytical solution of the problem presented in a previous contribution for a normal force (frictionless case) and extend the analysis to account for a tangential component of the contact force (frictional case). First, the transmission of Hertzian distributed forces through the skin elastomer layer to a PVDF transducer is analyzed, assuming a half-space model for the elastomer. Then, the above mathematical formulation has been employed to perform extensive FEM simulations such to extend the analytical solutions for the half-space case to the real configuration where the elastomer layer has finite thickness and the transducer is not necessarily vertically aligned with the indenter. The model is applied to the case of a dragon skin, a well-known soft alternative to the silicone-based PDMS e-skin discussed in the previous paper. The model can be easily extended to other sensor types, provided the transducer is integrated on a rigid substrate and converts the pressure acting on its upper surface into a proportional electrical signal. The present framework is a first step towards the construction of a general design tool for soft electronic skins based on pressure transducers, regardless of the specific transducer type and material employed for the soft cover.","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"59 1","pages":""},"PeriodicalIF":3.3,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141771725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-13DOI: 10.1016/j.mechatronics.2024.103226
Jishnu Keshavan , Vidhant Sharma
The problem of synthesizing a fixed-time depth observer based on monocular image feedback is considered in this study. The key challenge lies in the fact that the perspective dynamical system used to model visual motion is typically characterized as being weakly persistently exciting, which complicates observer synthesis. Furthermore, the key to achieving the task objective (safe obstacle avoidance, for instance) lies in the synthesis of a depth observer that achieves rapid convergence of the (static) obstacle depth estimate to the ground truth in a known fixed-time. To address these challenges, and in contrast with prior schemes that rely on a motion-restrictive persistency of excitation (PE) condition for ensuring exponential convergence, a novel adaptive observer framework is considered in this study that incorporates a concurrent learning (CL) term for ensuring fixed-time observer convergence. In particular, the use of concurrent learning allows for the synthesis of a relaxed finite-time excitation condition that relies on historical data recorded over a dynamic sliding window in the recent past that the proposed observer relies on to ensure fixed-time convergence. Thus, a continuous-time reduced-order observer formulation is presented that relies on camera motion data to achieve fixed-time convergence to a uniform ultimate bound for a suitably large choice of the observer gains. Experimental results are used to demonstrate the efficacy of the proposed scheme in the presence of significant measurement noise. A performance comparison study is also undertaken to demonstrate superior performance of the proposed scheme compared to leading alternative designs. Finally, the practical applicability of the proposed scheme is verified by incorporating the proposed scheme within a reactive navigation scheme to accomplish obstacle avoidance. By incorporating a suitably informative CL term within the observer framework, the proposed scheme eliminates the need to rely on a difficult-to-verify PE condition, thus rendering it more suitable for practical applications like visual target-tracking and visual servo control.
本研究考虑了基于单眼图像反馈合成固定时间深度观测器的问题。关键的挑战在于,用于模拟视觉运动的透视动力系统通常被描述为弱持续兴奋,这使得观测器的合成变得复杂。此外,实现任务目标(例如安全避开障碍物)的关键在于合成一个深度观测器,使(静态)障碍物深度估计值在已知的固定时间内快速收敛到地面实况。为了应对这些挑战,与之前依赖于运动限制性激励持续性(PE)条件来确保指数收敛的方案不同,本研究考虑了一种新的自适应观测器框架,其中包含一个并发学习(CL)项,以确保观测器在固定时间内收敛。特别是,并发学习的使用允许合成一个宽松的有限时间激励条件,该条件依赖于近期动态滑动窗口中记录的历史数据,拟议的观测器依靠这些数据确保固定时间收敛。因此,本文提出了一种连续时间降阶观测器公式,它依靠摄像机运动数据实现固定时间收敛,在观测器增益选择适当大的情况下,达到统一的终极约束。实验结果证明了所提方案在测量噪声较大的情况下的有效性。此外,还进行了性能比较研究,以证明与其他领先设计相比,所提出的方案具有更优越的性能。最后,通过将所提方案纳入反应式导航方案以实现避障,验证了所提方案的实际应用性。通过在观测器框架中加入适当的信息性 CL 项,拟议方案无需依赖难以验证的 PE 条件,因此更适合视觉目标跟踪和视觉伺服控制等实际应用。
{"title":"A novel concurrent learning-based fixed-time convergent visual depth observer for weakly persistently exciting perspective dynamical systems","authors":"Jishnu Keshavan , Vidhant Sharma","doi":"10.1016/j.mechatronics.2024.103226","DOIUrl":"https://doi.org/10.1016/j.mechatronics.2024.103226","url":null,"abstract":"<div><p>The problem of synthesizing a fixed-time depth observer based on monocular image feedback is considered in this study. The key challenge lies in the fact that the perspective dynamical system used to model visual motion is typically characterized as being weakly persistently exciting, which complicates observer synthesis. Furthermore, the key to achieving the task objective (safe obstacle avoidance, for instance) lies in the synthesis of a depth observer that achieves rapid convergence of the (static) obstacle depth estimate to the ground truth in a known fixed-time. To address these challenges, and in contrast with prior schemes that rely on a motion-restrictive persistency of excitation (PE) condition for ensuring exponential convergence, a novel adaptive observer framework is considered in this study that incorporates a concurrent learning (CL) term for ensuring fixed-time observer convergence. In particular, the use of concurrent learning allows for the synthesis of a relaxed finite-time excitation condition that relies on historical data recorded over a dynamic sliding window in the recent past that the proposed observer relies on to ensure fixed-time convergence. Thus, a continuous-time reduced-order observer formulation is presented that relies on camera motion data to achieve fixed-time convergence to a uniform ultimate bound for a suitably large choice of the observer gains. Experimental results are used to demonstrate the efficacy of the proposed scheme in the presence of significant measurement noise. A performance comparison study is also undertaken to demonstrate superior performance of the proposed scheme compared to leading alternative designs. Finally, the practical applicability of the proposed scheme is verified by incorporating the proposed scheme within a reactive navigation scheme to accomplish obstacle avoidance. By incorporating a suitably informative CL term within the observer framework, the proposed scheme eliminates the need to rely on a difficult-to-verify PE condition, thus rendering it more suitable for practical applications like visual target-tracking and visual servo control.</p></div>","PeriodicalId":49842,"journal":{"name":"Mechatronics","volume":"102 ","pages":"Article 103226"},"PeriodicalIF":3.1,"publicationDate":"2024-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141605286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}