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Implementation of Badminton Motion Analysis and Training System based on IoT Sensors

  • Sung, Nak-Jun;Choi, Jin Wook;Kim, Chul-Hyun;Lee, Ahyoung;Hong, Min
    • Journal of Internet Computing and Services
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    • v.18 no.4
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    • pp.19-25
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    • 2017
  • In this paper, we designed and implemented IoT sensors based badminton motion analysis and training system that can be readily used by badminton players with PC. Unlike the traditional badminton training system which uses signals of the flags by coach, the proposed electronic training system used IoT sensors to automatically detect and analysis the motions for badminton players. The proposed badminton motion analysis and training system has the advantage with low power, because it communicates with the program through BLE communication. The badminton motion analysis system automatically measures the training time according to the player's movement, so it is possible to collect objective result data with less errors than the conventional flag signal based method by coach. In this paper, training data of 5 athletes were collected and it provides the feedback function through the visualization of each section of the training results by the players which can enable the effective training. For the weakness section of each player, the coach and the player can selectively and repeatedly perform the training function with the proposed training system. Based on this, it is possible to perform the repeated training on weakness sections and they can improve the response speed for these sections. Continuous research is expected to be able to compare more various players' agility and physical fitness.

Indoor Location Monitoring System Based on WPS (WPS 기반의 실내 위치 모니터링 시스템)

  • Baek, Seung-min;Park, Gun-young;Oh, Chang-heon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.10a
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    • pp.851-853
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    • 2013
  • Recently, location-based service as the developed continuously, interest in positioning technology is increasing. As the most famous indoor positioning technology, WPS is a positioning technology using WiFi, which can complement the limits of the indoor positioning to have a GPS. In this paper, to provide a system for monitoring the position of the inside of the user based on the position information that using the RSSI signal of the wireless AP based WPS technology, they grip the location information of the mobile nodes in the indoor. If using the method proposed, it is expected to be applied to various services it is possible to apply the WPS, this is because it is possible to estimate in real time the location distribution of mobile nodes in the indoor.

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Development of Wireless Electronic Cardiogram and Stethoscope (ECGS) to Measure ECG Signal and Heart Sound (심전도와 심음을 측정하기 위한 무선 전자 심전도-심음 청진기 개발)

  • Cho, Han Seok;Kang, Young-Hwan;Park, Jae-Soon;Choi, Jin Gyu;Joung, Yeun-Ho;Koo, Chiwan
    • Journal of Biomedical Engineering Research
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    • v.43 no.2
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    • pp.124-130
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    • 2022
  • In this paper, we proposed a portable electronic cardiogram and stethoscope (ECGS) that can simultaneously perform the electrocardiogram (ECG) and auscultation tests to increase the reliability of diagnosis of heart disease. To measure the ECG and heart sound (HS) at the same time, three ECG electrodes and a microphone sensor were combined into a triangular shape with a width of 90 mm and a height of 97 mm that can be held in one hand. In order to prevent skin problems when they contact the patient's skin, a capacitive coupled electrode was selected as the ECG electrode and a silicone material was used in a chest piece with the microphone sensor. For the signals measured from the electrodes and the chest piece, filters were respectively configured to pass only the signals of 0.01-100 Hz and 20-250 Hz, which are frequency bands for ECG and HS. The filtered ECG and HS analog signals were converted into digital signals and transmitted to a PC using wireless communication for monitoring them. The HS could be auscultated simultaneously using an earphone. The monitored ECG had an SNR of about 34 dB and a P-QRS-T waveform is clearly visible. In addition, the HS had an SNR of about 28 dB and both S1 and S2 are clearly visible. It is expected that it can aid doctors' inexperience in analyzing the ECG and HS.

A Smart Car Seat System Detecting and Displaying the Fastening States of the Seat Belt and ISOFIX (안전벨트와 아이소픽스의 체결 상태를 감지하여 알려주는 스마트 카시트 시스템)

  • SeungHeun Park;Sangeon Jeon;Beonghoon Kong;seunghwan Kim;Seung Hee Shin;Won-tak Seo;Jae-wan Lee;Min Ah Kim;Chang Soon Kang
    • Journal of Information Technology Services
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    • v.22 no.6
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    • pp.87-102
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    • 2023
  • Existing child car seats do not have a monitoring means for the driver or guardian to effectively recognize the status of whether the seat belt of car seat is fastened and whether the ISOFIX of the car seat is fastened to the inside device of the vehicle. In this paper, we propose a smart car seat system which can monitor in real time, whether the seat belt of a child seated in the car seat is fastened and whether the ISOFIX of the car seat is fastened. The proposed system has been developed with a prototype, in which a Hall sensor, magnet, Bluetooth, and display device are used to detect whether these are fastened and to display the detection results. The prototype system provides the detection results as texts and alarm signal to the display for driver or guardian' smartphone in the car in motion. With functional tests of the prototype system, it was confirmed that the detection functions are properly operated, and the detection results were transmitted to the display device and smartphone via Bluetooth within 0.5 seconds. It is expected that the development system can effectively prevent safety accidents of child car seats.

Study of Respiration Simulating Phantom using Thermocouple-based Respiration Monitoring Mask (열전쌍마스크를 이용한 호흡모사팬톰 연구)

  • Lim, Sang-Wook;Park, Sung-Ho;Yi, Byong-Yong;Lee, Sang-Hoon;Cho, Sam-Ju;Huh, Hyun-Do;Shin, Seong-Soo;Kim, Jong-Hoon;Lee, Sang-Wook;Kwon, Soo-Il;Choi, Eun-Kyung;Ahn, Seung-Do
    • Radiation Oncology Journal
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    • v.23 no.4
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    • pp.217-222
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    • 2005
  • Purpose: To develop the respiration simulating phantom with thermocouple for evaluating 4D radiotherapy such as gated radiotherapy breathing control radiotherapy and dynamic tumor tracking radiotherapy. Materials and Methods: The respiration monitoring mask(ReMM) with thermocouple was developed to monitor the patient's irregular respiration. The signal from ReMM controls the simulating phantom as organ motion of patients in real-time. The organ and the phantom motion were compared with its respiratory curves to evaluate the simulating phantom. ReMM was used to measure patients' respiration, and the movement of simulating phantom was measured by using $RPM^{(R)}$. The fluoroscope was used to monitor the patient's diaphragm motion. relative to the organ motion, respectively. The standard deviation of discrepancy between the respiratory curve and the organ motion was 8.52% of motion range. Conclusion: Patients felt comfortable with ReMM. The relationship between the signal from ReMM and the organ motion shows strong correlation. The phantom simulates the organ motion in real-time according to the respiratory signal from the ReMM. It is expected that the simulating phantom with ReMM could be used to verify the 4D radiotherapy.

Quantitative Assay of Recombinant Hepatitis B Surface Antigen by Using Surface Plasmon Resonance Biosensor (Surface plasmon resonance 바이오센서를 이용한 재조합 B형 간염 표면항원의 정량분석)

  • Lee, E. K.;Ahn, S. J.;Yoo, C. H.;Ryu, K.;Jeon, J. Y.;Lee, H. I.;Choi, S. C.;Lee, Y. S.
    • KSBB Journal
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    • v.17 no.1
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    • pp.20-25
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    • 2002
  • We performed a basic experiment for rapid, on-line, real-time measurement of HBsAg by using a surface plasmon resonance biosensor to quantify the recognition and interaction of biomolecules. We immobilized the anti-HBsAg polyclonal antibody to the dextran layer on a CM5 chip surface which was pre-activated by N-hydroxysuccinimide for amine coupling. The binding of the HBsAg to the immobilized antibody was measured by the mass increase detected by the change in the SPR signal. The binding characteristics between HBsAg and its antibody followed typical monolayer adsorption isotherm. When the entire immobilized antibody was interacted, there was no additional, non-specific binding observed, which suggested the biointeraction was very specific as expected and independent of the ligand density. No significant steric hindrance was observed at 17.6 nm/$mm^2$ immobilization density. The relationship between the HBsAg concentration in the sample solution and the antigen bound to the chip surface was linear up to ca. $40\mu\textrm{g}$/mL, which is much wider than that of the ELISA method. It appeared the antigen-antibody binding was increased as the immobilized ligand density increased, but verification is warranted. This study showed the potential of this biosensor-based method as a rapid, simple, multi-sample, on-line assay. Once properly validated, it can serve as a more powerful method for HBsAg quantification replacing the current ELISA method.

In-Situ Application Study on the Power Plant Valve Leak Diagnosis Using Acoustic Emission Technology (음향방출을 이용한 발전용 밸브 누설 진단 현장 적용 연구)

  • Lee, Sang-Guk
    • Journal of the Korean Society for Nondestructive Testing
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    • v.28 no.4
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    • pp.315-322
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    • 2008
  • Valves in power plants are leaking internally by various damages including insertion of foreign objects on seat, seat crack, defects and fatigue crack of stem packing or welds etc. due to severe operating conditions such as high temperature and high pressure for extended period time. Acoustic emission(AE) technology should be applied in order to diagnose precisely and evaluate these valve internal leak. In this paper, results of studies which have accomplished in actual power plant are presented. We have analyzed background noise, AE signal level and frequency spectrum through laboratory tests on the basis of various actual conditions in power plant, and also have considered evaluation methods on the background noise, AE properties and the detectable minimum leak rate according to valve leak conditions through comparing with results of field tests in power plant. As a result of these studies, we conformed that evaluation of internal leak conditions including discrimination of leak or not, and the detectable minimum leak rate is possible, and also it is expected to contribute to safe operation and prevention of energy loss in power plants.

Correlation between Stories and Emotional Responses for American Movies (영화 스토리와 관객 감성반응과의 상관성에 대한 연구)

  • Woo, Jeong-Gueon
    • The Journal of the Korea Contents Association
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    • v.21 no.7
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    • pp.13-19
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    • 2021
  • While watching the movie, the audience shows various emotional reactions. Emotional reactions such as sadness and anger, joy and anger appear depending on the storyline of the film. This aspect can be seen through the audience's brain wave response. This study is to examine the relationship between the movie story development and the movie story development through brain wave measurement of the emotional reaction of the audience in situations and events occurring in the movie development. Four American films, which represent each genre and are well known to many people, were selected for the study. These are of the adventure genre, of the animation genre, of the action genre, and of the drama genre. In order to measure the emotional response of these movies, four cases were set centered on the PPG of EEG and analyzed as a time series graph pattern. It can be seen that the emotional response on the graph has a certain relationship with the story development. It is expected that this study will help in selecting a genre when making a movie in the future, especially when deciding how to compose and develop a story, and it will help to induce the emotions of the audience.

Sensitivity Enhancement of RF Plasma Etch Endpoint Detection With K-means Cluster Analysis

  • Lee, Honyoung;Jang, Haegyu;Lee, Hak-Seung;Chae, Heeyeop
    • Proceedings of the Korean Vacuum Society Conference
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    • 2015.08a
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    • pp.142.2-142.2
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    • 2015
  • Plasma etch endpoint detection (EPD) of SiO2 and PR layer is demonstrated by plasma impedance monitoring in this work. Plasma etching process is the core process for making fine pattern devices in semiconductor fabrication, and the etching endpoint detection is one of the essential FDC (Fault Detection and Classification) for yield management and mass production. In general, Optical emission spectrocopy (OES) has been used to detect endpoint because OES can be a simple, non-invasive and real-time plasma monitoring tool. In OES, the trend of a few sensitive wavelengths is traced. However, in case of small-open area etch endpoint detection (ex. contact etch), it is at the boundary of the detection limit because of weak signal intensities of reaction reactants and products. Furthemore, the various materials covering the wafer such as photoresist (PR), dielectric materials, and metals make the analysis of OES signals complicated. In this study, full spectra of optical emission signals were collected and the data were analyzed by a data-mining approach, modified K-means cluster analysis. The K-means cluster analysis is modified suitably to analyze a thousand of wavelength variables from OES. This technique can improve the sensitivity of EPD for small area oxide layer etching processes: about 1.0 % oxide area. This technique is expected to be applied to various plasma monitoring applications including fault detections as well as EPD.

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A Resource Allocation Scheme in Spatial Multiplexing Marine Communication Systems Considering Channel Characteristics (공간 다중화 해양 통신 시스템에서 채널 특성을 고려한 자원 할당 기법)

  • Tcha, Wonjung;Lee, Gilsu;Nam, Yujin;Lee, Seong Ro;Jeong, Min-A;So, Jaewoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.7
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    • pp.528-537
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    • 2014
  • As the data traffic between ships and a land station continuously increase through the shipbuilding-IT convergence, several wireless communication technologies are being studied to process large amounts of data traffic. In particular, the multi-antenna system is one of the most expected technologies to provide high throughput. This paper proposes an algorithm for the base station to select the ship in consideration of channel characteristics and the transmission angle for a beam of the land station in spatial multiplexing marine communication systems. We increase the system capacity by maximizing the received signal strength of the ship using clustering characteristic of the radio channel. Also, we reduce the time to select the ship by excluding the ship with the large interference between the beams. On our computer simulation, the proposed scheme dramatically reduces the computational complexity with a little sacrifice of the throughput.