サンプリングモアレ法を用いた多軸力センサによる生物の運動計測

项目来源

日本学术振兴会基金(JSPS)

项目主持人

高橋 英俊

项目受资助机构

慶應義塾大学

立项年度

2025

立项时间

未公开

项目编号

25H00721

项目级别

国家级

研究期限

未知 / 未知

受资助金额

46410000.00日元

学科

機械力学、ロボティクスおよびその関連分野

学科代码

未公开

基金类别

基盤研究(A)

关键词

力センサ ; サンプリングモアレ法 ; バイオロギング ; 人間歩行 ; 昆虫羽ばたき飛翔 ;

参与者

佐藤克文;成岡優;中田敏是;小川愛実

参与机构

慶應義塾大学,理工学部;東京大学,大気海洋研究所;国立研究開発法人宇宙航空研究開発機構,航空技術部門;千葉大学,大学院工学研究院

项目标书摘要:Outline of Research at the Start:本研究は、MEMSとサンプリングモアレ法を組み合わせることにより、生物の運動に伴う力のベクトルを高力分解能かつ高時間分解能で計測でき、かつ作りやすく使いやすく普及しやすい力センサプラットフォームを創成する。具体的には、人の歩行時の足裏反力分布をフォースプレートアレイで、海洋生物の遊泳時の対水速度ベクトルを流速センサで、昆虫の羽ばたき飛翔時の飛翔力を6軸センサプローブで計測することを目指す。

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  • 1.Optimizing resolution in force plate using the sampling moiré method

    • 关键词:
    • force plate; ground reaction force measurement; sampling moir & eacute;method;GROUND REACTION FORCES; PHASE
    • Nomura, Ohga;Ogawa, Ami;Takahashi, Hidetoshi
    • 《JAPANESE JOURNAL OF APPLIED PHYSICS》
    • 2026年
    • 65卷
    • 3期
    • 期刊

    Ground reaction force is an important parameter for evaluating terrestrial animal locomotion, and force plates (FPs) are widely used. Unlike conventional FPs employing strain sensors, high-resolution optical FPs based on the sampling moir & eacute; (SM) method have been developed. However, no quantitative experimental evaluation of the system-level resolution of FPs utilizing the SM method has yet been conducted. In this study, the relationship between brightness amplitude and image noise was evaluated through simulations and experiments, demonstrating that the phase analysis error is inversely proportional to the signal-to-noise ratio of the pattern images. We developed a 250 mm square SM-based FP with a force resolution better than 20 mN by adjusting the optical components. Walking experiments showed good agreement with a commercial FP, demonstrating the high-resolution and reliability of the proposed FP. Thus, our quantitative evaluation of the resolution using the SM method provides a basis for optimizing the performance of FPs.

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  • 2.Triaxial Micro Force Plate Array for Measuring Ground Reaction Force in Ant Locomotion

    • 关键词:
    • Force; Legged locomotion; Springs; Sensors; Force measurement;Semiconductor device measurement; Optical sensors; Insects; Opticalimaging; Optical variables control; Ground reaction force (GRF);insects; micro force plate array; sampling Moire (SM) method;SAMPLING MOIRE METHOD; DYNAMICS; INSECT; STABILITY; MECHANICS; ACCURACY
    • Shiratori, Toshihiro;Takahashi, Hidetoshi
    • 《IEEE SENSORS JOURNAL》
    • 2025年
    • 25卷
    • 18期
    • 期刊

    Terrestrial insects, such as ants, are known for their agile locomotion on six legs. However, the ground reaction force (GRF) of each leg has not been well characterized due to its difficulty in measurement. In this report, a micro force plate array is presented that uses the sampling Moire (SM) method, a prism, and a single camera to simultaneously measure the triaxial GRFs of multiple legs of an ant during its locomotion. The SM method is a high-resolution measurement method that measures the amount of displacement based on the shift of a captured grid pattern. The proposed micro force plate array consists of a 3 x 3 array of 2900 x 2900 x 70 mu m plate bases with a gap of 100 mu m as the contact surface of the ant legs. The plate base is supported by a spring structure with a grid pattern. By capturing this grid pattern from the backside via a prism, a camera can capture images from two different directions, allowing the triaxial displacement to be measured. By dividing the plate surface into nine sections and evaluating the error based on the position of the force application in the z-direction force, a maximum measurement error of 6% was found. The average force resolution in the x-, y-, and z-directions for the nine plates was 3.34, 2.47, and 1.20 mu N, respectively. With the developed force plate array, it was possible to measure the GRF of each leg simultaneously while the ant was walking.

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  • 3.Sampling Moiré Method-Based Weight Scale Utilizing Dual-Pitch Stripe Pattern for High Resolution and Wide Range

    • 关键词:
    • Anthropogenic;Birds;Cameras;Ecology;Electric power utilization;Moire fringes;Prisms;Sampling;Biologging system;Body mass;Camera based Sensors;High resolution;Mechanical sensors;Moire method;Sampling moirum© method;Stripe pattern;Vision-based sensors;Weight-scale
    • Kurihara, Maya;Kishimoto, Takuto;Shimada, Kyota;Ando, Ryusei;Nomura, Ohga;Shiratori, Toshihiro;Takahashi, Hidetoshi
    • 《IEEE Sensors Letters》
    • 2025年
    • 9卷
    • 9期
    • 期刊

    Continuous measurement of the body mass of seabird chicks during the nestling period is valuable for investigating their growth ecology. To periodically measure their body mass without excessive disturbance, weight scales have been installed inside nests that have been constructed previously. Conventional weight scales had difficulty with low output drift and maintaining low power consumption. A force plate utilizing the sampling Moiré (SM) method, achieving high resolution and drift robustness in human use, was proposed. An applied force was calculated from a displacement detected by analyzing the stripe pattern captured by a camera. However, if there is a change of more than half the pattern pitch between frames, it cannot be measured correctly. Then, we propose an SM method-based weight scale that can be installed in nests and is suitable for time-lapse measurements, reducing power consumption. The proposed weight scale comprises a top plate supported with springs, an optical prism, and a microcontroller-based camera board. A dual-pitch stripe pattern, incorporating both short- and wide-pitch components, is attached to the backside of the top plate. Plate displacement is measured by analyzing images of the stripe pattern captured through the prism. Correction of the short-pitch results using the long-pitch results resolves phase wrapping and enables both high resolution and a wide measurement range. Calibration experiments of the developed weight scale demonstrated that the dual-pitch approach measured weights up to 2 kg while maintaining a high resolution of 45 mN, which corresponds to 4.6 g. The proposed weight scale is suitable for time-lapse monitoring of body mass in seabird chicks. [Figure presented] © 2025 IEEE.

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  • 4.Sampling-Moiré-Method Force Plate Array via Single-Step 3D-Printing

    • 关键词:
    • Biped locomotion;Computer vision;Robotics;Solid-state sensors;Springs (components);3-D printing;3D-printing;Force plate;Force plate array;Ground reaction forces;Moire method;Sampling-moire-method;Single-step;Single-step 3d-printing;Tri-axial forces
    • Nomura, Ohga;Nakahara, Yukitake;Ogawa, Ami;Takahashi, Hidetoshi
    • 《23rd International Conference on Solid-State Sensors, Actuators and Microsystems, Transducers 2025》
    • 2025年
    • June 29, 2025 - July 3, 2025
    • Orlando, FL, United states
    • 会议

    This paper reports a triaxial force plate (FP) array for measuring ground reaction force (GRF) distribution utilizing the sampling moiré (SM) method. The proposed FP system consists of a planar spring array, plates, checkerboard patterns, prisms, and a single camera. The planar spring array is easily fabricated in a single step with an FDM 3D printer. A 6 × 7 array of 25 mm square FP elements was constructed, demonstrating the capability for independent triaxial force measurements. The proposed FP system will allow multi-point simultaneous GRF measurement in animal locomotion. © 2025 IEEE.

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