{"title":"Silicon Nanowire-Based Metal-Semiconductor–Metal (MSM) Device for Photodetection Applications","authors":"Anand Kumar;Vikas Kashyap;Chandra Kumar;Kanishk Poria;Avadhesh Kumar Sharma;Kapil Saxena","doi":"10.1109/JSEN.2025.3535087","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3535087","url":null,"abstract":"This study investigates the fabrication of silicon nanowires (SiNWs) through the n-type silicon using the metal-assisted chemical etching (MACE) technique for photodetection applications. The synthesized SiNWs underwent comprehensive material characterization using field emission scanning electron microscopy (FESEM), X-ray diffraction (XRD), atomic force microscopy (AFM), and Fourier-transform infrared spectroscopy (FTIR). These analyses confirmed the uniformity and purity of the nanowires. Electrical measurements, specifically I–V characteristics, were conducted to evaluate the conductivity, carrier mobility, and electronic properties of the SiNWs. A metal-semiconductor–metal (MSM) device has been fabricated incorporating these SiNWs and shows the high current density with 1–<inline-formula> <tex-math>$5~mu $ </tex-math></inline-formula>A current at ±5 V. Moreover, the device shows a good photoresponse with enhanced photocurrent 7.5 and <inline-formula> <tex-math>$6.1~mu $ </tex-math></inline-formula>A at +5 and −5 V, respectively, under 650 W/m2 optical illumination. Furthermore, the MSM device demonstrates a very prompt risetime (<inline-formula> <tex-math>${unicode {0x01AE}}_{text {Rise}}$ </tex-math></inline-formula>) of 1.25 s and a falltime (<inline-formula> <tex-math>${unicode {0x01AE}}_{text {Fall}}$ </tex-math></inline-formula>) of 2.7 s under 650 W/m2 illuminations. The results underscore the potential of MACE-grown SiNWs in developing high-performance photodetectors, emphasizing their suitability for integration into advanced optoelectronic devices. These findings highlight the promising capabilities of SiNWs in photodetection, paving the way for their application in next-generation optoelectronic technologies.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10211-10217"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"MuscLab: A Flexible and Elastic e-Textile Band for Monitoring Muscle Contraction","authors":"Luís Moreira;Joana Figueiredo;Cristina P. Santos","doi":"10.1109/JSEN.2025.3535589","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3535589","url":null,"abstract":"Mecanomyographic (MMG) and force myography (FMG) sensors emerged as an alternative to electromyography (EMG) for monitoring muscle contraction without requiring the direct contact of the sensor with the user’s skin. Nonetheless, most of the available sensors 1) require as many sensors as there are muscles to monitor, resulting in a time-consuming preparation for practical use and 2) present a nonelastic nature, entailing a customized design to the user’s segment anthropometries. Thereby, we developed the MuscLab system, which uses e-textile (piezoresistive textile) sensors sewn onto a flexible and elastic textile band. It simultaneously monitors and discriminates muscle contractions across different muscle groups in individuals with a shank perimeter ranging from 33.5 to 48.7 cm. From a benchmark analysis involving ten non-disabled individuals, the MuscLab was able to 1) detect muscle contractions at different motion cadences, with an average delay of 135.8 ± 78.0 ms and strong spearman correlation (0.78 ± 0.08) regarding EMG signals of tibialis anterior (TA) and gastrocnemius lateralis (GALs) and 2) distinguish different levels of muscle contraction performed at different ankle joint angles (the average coefficient of determination of 0.92 ± 0.10 and 0.89 ± 0.16 for ankle dorsiflexion and plantar flexion movements, respectively). This research advances with new insights regarding the use of e-textiles in an elastic band for monitoring the multimuscle contraction of users with different anthropometries.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"9478-9485"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Resilient Fusion of LMB Densities Based on Medoids","authors":"Yao Zhou;Lin Gao;Gaiyou Li;Ping Wei","doi":"10.1109/JSEN.2025.3534989","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3534989","url":null,"abstract":"This article deals with the problem of resilient fusion of labeled multi-Bernoulli (LMB) densities, which arises in the situation that the sensor network (SN) undergoes abnormal behaviors like malicious attacks, resulting in the change of transmitted data from each sensor node. Compared to fusion algorithms based on perfect SN conditions, a detection procedure should be deployed before performing fusion so as to exclude abnormal data. To this end, we propose to decompose the LMB densities as the union of Bernoulli components (BCs), and then the medoids of BCs are exploited to form the fused LMB density. Besides, a new density-based spatial clustering of applications with noise (DBSCAN)-based label-matching algorithm is proposed. The performance of the proposed algorithm is verified via simulations.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10370-10379"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CMDN: Continuous Human Activity Recognition Based on Multidomain Radar Data Fusion","authors":"Xinxin Feng;Pengcheng Chen;Yuxin Weng;Haifeng Zheng","doi":"10.1109/JSEN.2025.3530921","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3530921","url":null,"abstract":"Recently, human activity recognition (HAR) has gained significant attention as a research field, leading to the development of diverse technologies driven by its broad range of application scenarios. Radar technology has attracted much attention because of its unique advantages such as not being limited by environmental conditions such as light, shadow, and occlusion. In this article, a continuous HAR system based on multidomain radar data fusion (CMDN) is proposed. Firstly, in order to capture more detailed motion features of the human body, we apply the short-time fractional Fourier transform (STFrFT) to map radar data into the fractional domain, yielding a novel representation of human motion. Secondly, we develop an activity detector based on variable window length short-time average/long-time average (VW-STA/LTA) to accurately identify the start/end points of continuous human actions, addressing the challenge of difficult sequence segmentation in continuous activity recognition tasks. Finally, based on the multi-input multitask (MIMT) recognition network, the features of each domain are processed in parallel, and multiple input representations are fused to obtain the continuous activity classification results with high precision.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10432-10443"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Room-Temperature Dual-Gas Humidity/Ammonia Sensor Based on Gallium Oxide for Breath Analysis","authors":"Jianxun Dai;Taisen Ye;Xuedong Zhan;Shancheng Han;Bin Ma;Hongyan Hai;Yanhong Liu;Pengcheng Tao;Dawei Li;Fengli Wang;Rong Han;Zhiguo Zhang;Yue Chen;Hao Zheng;Lili Geng;Rui Zhang;Huolin Huang","doi":"10.1109/JSEN.2025.3535551","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3535551","url":null,"abstract":"The analysis of human breath to detect both respiration state and breath biomarkers is of great importance in the fields of exhaled noninvasive breath monitoring and diagnosis. Thus, we have elaborately synthesized gallium oxide (Ga2O3) with different oxygen species as humidity and gas sensitive materials to monitor respiratory function and ammonia (NH3). In this work, the sensing characteristics and breath monitoring applications of the humidity/ammonia sensor based on the Ga2O3 are systematically investigated. The humidity sensor demonstrated high responsivity (over three orders of magnitude), low humidity hysteresis (1.83%), and good long-term stability. The ammonia sensor has a response of 1.2% to 2-ppm ammonia at 70% relative humidity. To investigate the potential application of the sensor in detecting ammonia in exhaled gas, a simulated breath test was conducted.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"9384-9392"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143654992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High-Frequency Resonance Eddy Current Multiparameter Fusion Sensing Method for 12CrMoV Steel Thermal Aging Characterization","authors":"Geng Yang;Dong Liu;Kun Zeng;Zenghua Liu;Jinjie Cheng;Yang Zheng;Diyuan Zou;Jing Zhou;Runsen Liu;Guiyun Tian;Bin Gao","doi":"10.1109/JSEN.2025.3531785","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3531785","url":null,"abstract":"The minimal lattice changes caused by thermal aging present a significant challenge for nondestructive testing. This study proposes the use of a high-frequency resonance eddy current (R-ECT) sensor and a multiphysical field fusion method to address this issue. Initially, high-frequency resonance technology is employed, whereby not only is an eddy current secondary magnetic field generated but also an electric field in the gap between the planar coil and the metal. Therefore, the excitation of a multiphysical field in eddy current sensors has been achieved. Second, a probe multiparameter separation algorithm is proposed. Consequently, the separation of the magnetic and electric fields can be achieved. The results of experiments conducted on 12CrMoV steel demonstrate that the parameter capacitance relating to electric fields is more accurate and linear than the parameters resistance and inductance relating to eddy current secondary magnetic fields. Finally, the multiparameter and multiphysical field fusion method is discussed in order to enhance the accuracy of thermal aging characterization. The results of the experiments demonstrate that the fusion characterization method, which combines resistance and capacitance, leads to a significant reduction in error, by as much as 80%, when applied to the characterization of eddy current magnetic fields and gap electric fields.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10145-10154"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Assessment of Upper Body Kinematic Using Multiple Inertial Measurement Units","authors":"Md. Mahmudur Rahman;Kok Beng Gan;You Huay Woon;Noor Azah Abd Aziz;Audrey Huong;Kok Swee Sim","doi":"10.1109/JSEN.2025.3534800","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3534800","url":null,"abstract":"The use of a universal goniometer or expensive laboratory kinematic analysis equipment has traditionally served as the gold standard to quantify human body joint angle or joint range of motion measurement. However, the measurement of these human body kinematic parameters is now possible using a tiny, inexpensive, and portable wearable inertial measurement unit (IMU). The primary objective of this research is to assess the feasibility and accuracy of upper body kinematic measurement using multiple IMUs. The analysis in this study has considered the elbow and wrist joint angles, and the 12 healthy participants performed the assigned wrist (flexion/extension) and elbow (flexion/extension) movements with both hands. Three IMUs were used to measure the motion, and each joint angle was also measured with an electrogoniometer (EG). The data obtained from the IMUs were used to determine the joint angle, and the mean absolute error (MAE), mean squared error (MSE), and root-mean-square errors (RMSEs) were computed in comparison to the EG readings to evaluate the performance. An average RMSEs of 2.35° and 2.30° for elbow and wrist, respectively, were found for joint motion among the 12 subjects for all tasks. The maximum RMSE for both elbow and wrist joint angles was less than 5°, except for one measurement. A graphical user interface (GUI) was also designed and developed to help clinicians and therapists to assess patient progress, provide feedback, and motivate patients. The outcomes of our study revealed that the IMU system could be used to assess the upper extremity joint angles during functional motions.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"9467-9477"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"GelPoLight: A Novel Visual-Tactile Sensor Based on Photometric Stereo With Point Lighting","authors":"Chuang Lu;Ziting Liang;Danail Stoyanov;Agostino Stilli","doi":"10.1109/JSEN.2025.3535080","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3535080","url":null,"abstract":"Visual-tactile sensors based on photometric stereo (VTS-PS) have attracted much attention due to their sensitivity to subtle contact forces and their capability to provide real-time, high-resolution depth maps of contact geometry at a low cost. Conventional VTS-PS, such as GelSight, typically assume directional and uniform illumination to simplify the algorithm of photometric stereo. However, this assumption poses stringent requirements on the hardware side and limits the sensors in shape, size, and flexibility for various applications. Additionally, the configuration of directional lighting exacerbates the issue of cast shadowing. In this article, we analyze the benefits of point lighting over conventional directional lighting for VTS-PS and propose GelPoLight, a novel VTS-PS with point lighting, which can help handle or alleviate the aforementioned problems. GelPoLight does not assume ideal diffuse reflectance for the reflective membrane and considers the varying influencing factors of light intensity, light directions, and reflectance factors in the estimation of surface normal vectors. Accordingly, we developed a new calibration method for this approach. We also corrected image distortions caused by light refraction, which is a prevalent issue in visual-tactile sensors (VTSs). The final results demonstrate that GelPoLight can effectively generate the contact depth map, with errors of approximately 5% in the planar direction and 8% in the depth direction.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"9575-9584"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Approach for Setting the Optimal Parameters of Vector Frequency-Locked Loop-Assisted Phase-Locked Loop in GNSS Receivers","authors":"Tian Jin;Yu Su;Zijun Chen","doi":"10.1109/JSEN.2025.3529907","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3529907","url":null,"abstract":"High-precision positioning of global navigation satellite systems (GNSSs) is crucial for various Internet of Things (IoT) applications, including intelligent transportation and smart manufacturing. GNSS carrier phase measurements can provide high-accuracy measurements, enhancing positioning performance. Unfortunately, the accuracy of scalar-tracking loop carrier phase measurements significantly deteriorates in complex environments. This decline arises partly from the underutilization of received information by scalar-tracking loops. The hybrid vector-scalar architecture combines the robustness of carrier frequency tracking with the accuracy of the scalar phase-locked loop (PLL), making it an excellent carrier-tracking method. However, the capricious nature of the rule-of-thumb parameter settings and the associated complexity limit the full exploitation of the structural advantages. Therefore, we first establish a mathematical model for error propagation in the vector frequency-locked loop-assisted PLL (VFLL-assisted PLL) and derive an analytical expression for the phase error. Then, an optimal parameter setting approach based on the minimum error criterion is proposed. Finally, the carrier-tracking performance of the VFLL-assisted PLL with the optimal parameter design approach is evaluated. The assessment and evaluation are conducted via experiments with simulated and real data. The results indicate that the optimal parameter design approach improves the carrier-tracking performance of the VFLL-assisted PLL, which is more sensitive and dynamic than the FLL-assisted PLL.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"9790-9801"},"PeriodicalIF":4.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Decoupling Design Model of Square Uniform-Field Coil System Using Improved PSO-ANN Algorithm","authors":"Zhongya Ding;Guiyu Bai;Ziyuan Huang;Bangcheng Han","doi":"10.1109/JSEN.2025.3534778","DOIUrl":"https://doi.org/10.1109/JSEN.2025.3534778","url":null,"abstract":"In this article, a decoupling coil design method is proposed to solve the coupling problem of square uniform-field coil design for magnetic field control systems in cell culture devices. First, the particle swarm optimization algorithm is improved by adaptive weights and penalty functions. Second, the artificial neural network is used to construct coil design models with magnetic shielding layers combined with an improved particle swarm optimization algorithm. The simulation result shows that the maximum error of the coil design model is less than 0.8%. Then, the design model was used to design the uniform-field coil system in the magnetic control system of the cell culture system. The simulation results show that the maximum normalized error of the coil system in the target region is 0.966%, which is 2.3 times and 2.4 times less than the standard square Helmholtz coil system (2.24%) and bi-planar coil system (2.32%) under same size. The experimental result of the magnetic field control system shows that the uniform-field coil system can produce <inline-formula> <tex-math>$1~mu $ </tex-math></inline-formula>T with 1.7-nT mean error, which is 3.6 times less than the square Helmholtz coil system (6.1-nT average error).","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 6","pages":"10186-10195"},"PeriodicalIF":4.3,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143621741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}