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Development of an affine transformation based treatment control system for accelerator based boron neutron capture therapy.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0228761
Junliang Du, Yongquan Wang, Wenming Zhou, Yang Liu, Jinyang Li, Long Gu

This study developed and validated an adaptive treatment control system based on affine transformation for accelerator-based boron neutron capture therapy. Accelerator-based boron neutron capture therapy is a form of targeted radiotherapy that uses boron-10 to label tumor cells. When these boron-rich cells interact with neutrons, they produce high-linear energy transfer alpha particles and lithium-7 particles, effectively destroying the tumor cells with precision. The newly developed treatment control system integrates real-time stereoscopic x-ray imaging technology, enabling dynamic adjustments to the treatment plan by continuously monitoring changes in tumors and surrounding tissues. To optimize treatment accuracy, the system employs an affine transformation algorithm, ensuring precise dose delivery and accurate patient positioning. Positioning test results demonstrate that the system excels in its core functionality of ensuring patient positioning accuracy, significantly improving treatment adaptability while minimizing damage to healthy tissues. In addition, the study introduces the accelerator-based boron neutron capture therapy device independently designed and constructed by Lanzhou University. This includes a detailed description of the system's architecture, algorithms, and the principles behind its safety interlock functions. Spatial positioning tests of the device confirmed its high overall positioning accuracy, validating the system's reliability and highlighting its potential for broader applications in cancer treatment.

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引用次数: 0
Optical prechamber-equipped high-pressure large-bore optical combustor for fundamental combustion studies.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0245692
Daipayan Sen, Sayan Biswas

An optically accessible prechamber-equipped constant volume combustion chamber (CVCC) has been designed and installed at the University of Minnesota to investigate turbulent jet ignition and reacting flows. The CVCC features an optically accessible windowed prechamber, allowing the extensive study of the combustion physics inside the prechamber. The prechamber is also modular, allowing multiple internal geometries and nozzle configurations. Two pairs of optical windows in the main combustion chamber, along with a bottom window axisymmetrically viewing the prechamber nozzle, provide exceptional optical accessibility. Optical techniques such as schlieren imaging and chemiluminescence, along with laser diagnostics, can be employed to gain a fundamental understanding of turbulent jet ignition chemistry. The CVCC is designed to withstand a maximum combustion pressure of 100 bars. Multiple standardized and custom ports on the main chamber allow various fueling techniques and sensor integration. The performance and reliability of the CVCC were demonstrated through prechamber and main chamber visualization studies of nanosecond spark-assisted turbulent jet ignition. The optically accessible prechamber-CVCC setup, therefore, provides a platform for highly detailed combustion analysis.

{"title":"Optical prechamber-equipped high-pressure large-bore optical combustor for fundamental combustion studies.","authors":"Daipayan Sen, Sayan Biswas","doi":"10.1063/5.0245692","DOIUrl":"https://doi.org/10.1063/5.0245692","url":null,"abstract":"<p><p>An optically accessible prechamber-equipped constant volume combustion chamber (CVCC) has been designed and installed at the University of Minnesota to investigate turbulent jet ignition and reacting flows. The CVCC features an optically accessible windowed prechamber, allowing the extensive study of the combustion physics inside the prechamber. The prechamber is also modular, allowing multiple internal geometries and nozzle configurations. Two pairs of optical windows in the main combustion chamber, along with a bottom window axisymmetrically viewing the prechamber nozzle, provide exceptional optical accessibility. Optical techniques such as schlieren imaging and chemiluminescence, along with laser diagnostics, can be employed to gain a fundamental understanding of turbulent jet ignition chemistry. The CVCC is designed to withstand a maximum combustion pressure of 100 bars. Multiple standardized and custom ports on the main chamber allow various fueling techniques and sensor integration. The performance and reliability of the CVCC were demonstrated through prechamber and main chamber visualization studies of nanosecond spark-assisted turbulent jet ignition. The optically accessible prechamber-CVCC setup, therefore, provides a platform for highly detailed combustion analysis.</p>","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143543150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Viscosity of high temperature liquids via passive microrheology.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0250875
H Bland, A Bataller

An instrument employing passive microrheology has been developed for measuring the viscosity of liquids at high temperatures. The viscometer features a dark-field optical microscope, a custom high temperature laser transmission furnace, and flame-sealed capillaries containing microsphere suspensions of test liquids. The Brownian trajectories of individual microspheres were captured in long image sequences and analyzed for their mean square displacement, which provides viscosity via the Stokes-Einstein-Sutherland relation. The viscometer was validated at room temperature with glycerol-water mixtures and at high temperature with water and molten nitrate salt. The measured viscosity was in good agreement with the literature values of each liquid across all temperatures studied (20-450 °C). The measured diffusion coefficient and liquid viscosity achieved <1% and 2%-3.3% uncertainty, respectively, where the latter was limited by the coefficient of variation of the microsphere size distribution. The viscometer could reach temperatures of up to 760 °C, <1 mL sample sizes, high throughput capability with ≈1 min acquisition time, and low cost sample vessels. Importantly, the viscometer recovers the dynamic viscosity without requiring knowledge of either material properties nor a calibration liquid.

{"title":"Viscosity of high temperature liquids via passive microrheology.","authors":"H Bland, A Bataller","doi":"10.1063/5.0250875","DOIUrl":"https://doi.org/10.1063/5.0250875","url":null,"abstract":"<p><p>An instrument employing passive microrheology has been developed for measuring the viscosity of liquids at high temperatures. The viscometer features a dark-field optical microscope, a custom high temperature laser transmission furnace, and flame-sealed capillaries containing microsphere suspensions of test liquids. The Brownian trajectories of individual microspheres were captured in long image sequences and analyzed for their mean square displacement, which provides viscosity via the Stokes-Einstein-Sutherland relation. The viscometer was validated at room temperature with glycerol-water mixtures and at high temperature with water and molten nitrate salt. The measured viscosity was in good agreement with the literature values of each liquid across all temperatures studied (20-450 °C). The measured diffusion coefficient and liquid viscosity achieved <1% and 2%-3.3% uncertainty, respectively, where the latter was limited by the coefficient of variation of the microsphere size distribution. The viscometer could reach temperatures of up to 760 °C, <1 mL sample sizes, high throughput capability with ≈1 min acquisition time, and low cost sample vessels. Importantly, the viscometer recovers the dynamic viscosity without requiring knowledge of either material properties nor a calibration liquid.</p>","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143543255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel laser intensity stabilization and modulation method based on utilization of Zeeman-Faraday effect in atomic vapor cells.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0232227
M Karami, M Hatefi, Z Gholami Ahangaran, Z Heydarinasab, D Samadi, H Sharifi Tameh, A Tasnim, F Sarreshtedari

Utilizing the Zeeman Faraday effect in atomic vapor cells, a novel setup is introduced both for laser intensity stabilization and laser intensity modulation. The method is based on the closed loop control of the polarization rotation angle of the laser light in an atomic vapor cell for adjustment of the laser intensity. Characterizing the implemented setup, it is shown that more than 30 dB attenuation of the optical fluctuation is achieved in the frequency range from DC to 1 kHz. Meanwhile, the laser intensity could be efficiently locked to a modulating voltage signal, which results in amplitude modulation of the laser beam. We believe that this simple method could be effectively used in different atomic physics experiments, including the stabilization of the laser intensity in applications where near resonance frequency sweeping is required or applications that contain optical modulation of lasers in lock-in detection schemes.

{"title":"A novel laser intensity stabilization and modulation method based on utilization of Zeeman-Faraday effect in atomic vapor cells.","authors":"M Karami, M Hatefi, Z Gholami Ahangaran, Z Heydarinasab, D Samadi, H Sharifi Tameh, A Tasnim, F Sarreshtedari","doi":"10.1063/5.0232227","DOIUrl":"https://doi.org/10.1063/5.0232227","url":null,"abstract":"<p><p>Utilizing the Zeeman Faraday effect in atomic vapor cells, a novel setup is introduced both for laser intensity stabilization and laser intensity modulation. The method is based on the closed loop control of the polarization rotation angle of the laser light in an atomic vapor cell for adjustment of the laser intensity. Characterizing the implemented setup, it is shown that more than 30 dB attenuation of the optical fluctuation is achieved in the frequency range from DC to 1 kHz. Meanwhile, the laser intensity could be efficiently locked to a modulating voltage signal, which results in amplitude modulation of the laser beam. We believe that this simple method could be effectively used in different atomic physics experiments, including the stabilization of the laser intensity in applications where near resonance frequency sweeping is required or applications that contain optical modulation of lasers in lock-in detection schemes.</p>","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143568050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preface to the Proceedings of the 25th Topical Conference on High-Temperature Plasma Diagnostics.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0261011
Theodore M Biewer
{"title":"Preface to the Proceedings of the 25th Topical Conference on High-Temperature Plasma Diagnostics.","authors":"Theodore M Biewer","doi":"10.1063/5.0261011","DOIUrl":"https://doi.org/10.1063/5.0261011","url":null,"abstract":"","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143543151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of a hybrid transmission line diplexer for millimeter-wave measurement systems.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0251607
Zhong-Hao Zuo, Wen-Cong Xu

This paper introduces a novel high-performance millimeter-wave diplexer, engineered using a suspended microstrip line and rectangular waveguide, achieving operational bandwidths spanning DC to 40 and 70-110 GHz. The low-pass filter section features a tunable compact microstrip resonant cell based on elliptic filter technology, significantly enhancing transition band suppression. The ability to adjust transition bandwidth and suppression performance through modifications of open-circuit stubs exemplifies the filter's tunability. Distinct from traditional millimeter-wave diplexers, this design incorporates low insertion loss, excellent return loss, and high isolation while offering reconfigurability. This reconfigurability makes the diplexer adaptable for constructing various millimeter-wave applications, including mixers, providing a versatile platform for future technology integrations. The simulation results demonstrate that the diplexer achieves an insertion loss of less than 0.5 dB, a return loss greater than 15 dB, and isolation exceeding 40 dB. In addition, it has a fractional bandwidth exceeding 48.7%, making it suitable for advanced millimeter-wave communication systems and meeting the rigorous standards required for modern diplexer implementations.

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引用次数: 0
OpenFMR: An open-source broadband ferromagnetic resonance spectrometer. OpenFMR:开放源宽带铁磁共振光谱仪。
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0241406
Tiago de Oliveira Schneider, Shalini Sharma, Amir Khan, Markus Meinert

We describe a broadband ferromagnetic resonance spectrometer for scientific and educational applications with a frequency range of up to 30 GHz. It is built with components available off-the-shelf, utilizes 3D printed parts for sample holders and support structures, and requires little assembly. A PCB design for the grounded coplanar waveguide (GCPW) is presented and analyzed. We further include a software suite for command-line or script driven data acquisition, a graphical user interface, and a graphical data analysis program. The capabilities of the system design are demonstrated with measurements on ferromagnetic thin films with a thickness of 1 nm. All designs and scripts are published under the GNU GPL v3.0 license.

我们介绍了一种用于科学和教育应用的宽带铁磁共振光谱仪,频率范围高达 30 GHz。它采用现成的元件制造,利用 3D 打印部件制作样品支架和支撑结构,几乎不需要组装。我们介绍并分析了接地共面波导(GCPW)的 PCB 设计。我们还进一步介绍了用于命令行或脚本驱动数据采集的软件套件、图形用户界面和图形数据分析程序。通过对厚度为 1 纳米的铁磁薄膜进行测量,展示了系统设计的能力。所有设计和脚本均以 GNU GPL v3.0 许可发布。
{"title":"OpenFMR: An open-source broadband ferromagnetic resonance spectrometer.","authors":"Tiago de Oliveira Schneider, Shalini Sharma, Amir Khan, Markus Meinert","doi":"10.1063/5.0241406","DOIUrl":"https://doi.org/10.1063/5.0241406","url":null,"abstract":"<p><p>We describe a broadband ferromagnetic resonance spectrometer for scientific and educational applications with a frequency range of up to 30 GHz. It is built with components available off-the-shelf, utilizes 3D printed parts for sample holders and support structures, and requires little assembly. A PCB design for the grounded coplanar waveguide (GCPW) is presented and analyzed. We further include a software suite for command-line or script driven data acquisition, a graphical user interface, and a graphical data analysis program. The capabilities of the system design are demonstrated with measurements on ferromagnetic thin films with a thickness of 1 nm. All designs and scripts are published under the GNU GPL v3.0 license.</p>","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143543148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An ultra-compact piezoelectric motor with self-satisfied symmetry for enhanced performance.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0246031
Yalong Yang, Shengxin Cheng, Qingyou Lu, Zihao Li, Shuai Dong, Wenjie Meng, Xulai Zhu, Jihao Wang, Yubin Hou, Yalin Lu

The symmetry and compactness of the structure has a considerable impact on the properties of piezoelectric motors, including step size, threshold voltage, and effective length. This is particularly evident in motors driven by the inertia principle. Asymmetric and eccentric designs have been observed to result in greater deflections and wobbling during operation, which in turn leads to additional energy loss derived from the energy generated by piezoelectric deformation and further impedes enhancements in overall compactness. In order to address this issue, we present an inertial piezoelectric motor that offers high stability and adaptive symmetry in this paper. The motor's structure ensures that the four edges of the sliding shaft always remain tangent to the inner wall of the piezoelectric tube, thereby achieving a uniform distribution of pressure and friction while ensuring the motor's self-satisfying symmetry and coaxial alignment. The effective length of the piezoelectric motor is only 9 mm, which is just 30% of the length of a conventional inertial piezoelectric motor, exemplifying a remarkably high degree of compactness. With a step size ranging from 0.1 to 1 μm at room temperature and a threshold voltage of about 30 V, these motors are small, simple, and extremely compact, demonstrating significant potential for applications in scanning tunneling microscopes used in narrow and confined spaces.

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引用次数: 0
Energy distribution and dissipation characteristics in a 12-stage linear-transformer-driver facility.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0235213
Zhenyu Wang, Jian Wu, Tianxiao Cheng, Fengju Sun, Xiaofeng Jiang, Zhiguo Wang, Penghui Li, Hao Wei, Zhigang Liu, Xingwen Li, Aici Qiu

Linear transformer driver (LTD) is one of the promising technologies for the next-generation petawatt Z-pinch facility. Mismatch between the driver and load can cause energy reflections, resulting in more energy being dissipated in the LTD and causing damage to the devices. An equivalent circuit model based on a 12-stage LTD facility under different operating conditions was established and validated through experimental results over a relatively long time (∼2 μs). Then, circuit simulations were carried out to explore energy distribution under various load impedances, particularly focusing on the reflected energy to the LTD. The simulation results were used to predict capacitor lifetimes in discharge bricks, analyze output gap electric field strengths, and evaluate protective measures for LTD devices. The results with constant load impedance indicate that a near-matched load impedance can dissipate over 83% of the energy in the load region upon its first arrival, significantly higher than that in short-circuit or open-circuit scenarios (less than 1%). However, in practical experiments, the dynamic load is often closer to a short-circuit condition, resulting in LTD devices operating under more strenuous conditions. This is characterized by faster discharge frequencies (f > 1 MHz), higher voltage reversal factors (Q > 2), and stronger electric field strengths across output gaps (>40 kV/cm), all of which may lead to insulation failures or reduced lifetime of LTDs. Increasing the length of the coaxial water transmission line is expected to enhance device longevity and reduce insulation failure risks, offering valuable insights into optimizing design of LTD-based facility.

线性变压器驱动器(LTD)是下一代千万千瓦级 Z-pinch 设备的理想技术之一。驱动器和负载之间的不匹配会引起能量反射,导致更多能量在线性变压器驱动器中耗散,并对设备造成损坏。通过较长时间(∼2 μs)的实验结果,建立并验证了基于不同工作条件下 12 级 LTD 设备的等效电路模型。然后,进行了电路仿真,以探索各种负载阻抗下的能量分布情况,尤其侧重于反射到 LTD 的能量。仿真结果用于预测放电砖中电容器的寿命,分析输出间隙电场强度,以及评估针对 LTD 设备的保护措施。恒定负载阻抗的结果表明,接近匹配的负载阻抗可以在能量首次到达时耗散负载区域 83% 以上的能量,明显高于短路或开路情况下的能量耗散(低于 1%)。然而,在实际实验中,动态负载往往更接近于短路状态,从而导致 LTD 器件在更苛刻的条件下工作。其特点是放电频率更快(f > 1 MHz),电压反向系数更高(Q > 2),输出间隙的电场强度更大(>40 kV/cm),所有这些都可能导致绝缘失效或缩短 LTD 的使用寿命。增加同轴输水管的长度有望提高设备的使用寿命,降低绝缘失效的风险,从而为优化基于 LTD 的设施设计提供有价值的见解。
{"title":"Energy distribution and dissipation characteristics in a 12-stage linear-transformer-driver facility.","authors":"Zhenyu Wang, Jian Wu, Tianxiao Cheng, Fengju Sun, Xiaofeng Jiang, Zhiguo Wang, Penghui Li, Hao Wei, Zhigang Liu, Xingwen Li, Aici Qiu","doi":"10.1063/5.0235213","DOIUrl":"https://doi.org/10.1063/5.0235213","url":null,"abstract":"<p><p>Linear transformer driver (LTD) is one of the promising technologies for the next-generation petawatt Z-pinch facility. Mismatch between the driver and load can cause energy reflections, resulting in more energy being dissipated in the LTD and causing damage to the devices. An equivalent circuit model based on a 12-stage LTD facility under different operating conditions was established and validated through experimental results over a relatively long time (∼2 μs). Then, circuit simulations were carried out to explore energy distribution under various load impedances, particularly focusing on the reflected energy to the LTD. The simulation results were used to predict capacitor lifetimes in discharge bricks, analyze output gap electric field strengths, and evaluate protective measures for LTD devices. The results with constant load impedance indicate that a near-matched load impedance can dissipate over 83% of the energy in the load region upon its first arrival, significantly higher than that in short-circuit or open-circuit scenarios (less than 1%). However, in practical experiments, the dynamic load is often closer to a short-circuit condition, resulting in LTD devices operating under more strenuous conditions. This is characterized by faster discharge frequencies (f > 1 MHz), higher voltage reversal factors (Q > 2), and stronger electric field strengths across output gaps (>40 kV/cm), all of which may lead to insulation failures or reduced lifetime of LTDs. Increasing the length of the coaxial water transmission line is expected to enhance device longevity and reduce insulation failure risks, offering valuable insights into optimizing design of LTD-based facility.</p>","PeriodicalId":21111,"journal":{"name":"Review of Scientific Instruments","volume":"96 3","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143543122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data collection, enhancement, and classification of functional near-infrared spectroscopy motor execution and imagery.
IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-01 DOI: 10.1063/5.0236392
Baiwei Sun, Xiu Zhang, Xin Zhang, Bingyue Xu, Yujie Wang

Recognition and execution of motor imagery play a key role in brain-computer interface (BCI) and are prerequisites for converting thoughts into executable instructions. However, to date, data acquired through commonly used electroencephalography (EEG) methods are very sensitive to motion interference, which will affect the accuracy of the data classification. The emerging functional near-infrared spectroscopy (fNIRS) technique, while overcoming the drawbacks of EEG's susceptibility to interference and difficulty in detecting motor signals, has less publicly available data. In this paper, we designed a motor execution and imagery experiment based on a wearable fNIRS device to acquire brain signals and proposed a modified Kolmogorov-Arnold network (named SE-KAN) for recognizing fNIRS signals corresponding to the task. Due to the small number of subjects in this experiment, the Wasserstein generative adversarial network was used to enhance the data processing. For the fNIRS data recognition task, the SE-KAN method achieved 96.36 ± 2.43% single-subject accuracy and 84.72 ± 3.27% cross-subject accuracy. It is believed that the dataset and method of this paper will help the development of BCI.

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引用次数: 0
期刊
Review of Scientific Instruments
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