• Title/Summary/Keyword: Mobile data sampling method

Search Result 31, Processing Time 0.033 seconds

Design of an Experience Monitoring and Sampling System for Context-aware Mobile Applications (상황 인지형 모바일 애플리케이션의 사용자 경험 모니터링 및 수집 시스템의 디자인)

  • Seo, Jung-Suk;Lee, Seung-Hwan;Kim, Ho-Jin;Lee, Gee-Hyuk
    • 한국HCI학회:학술대회논문집
    • /
    • 2009.02a
    • /
    • pp.834-840
    • /
    • 2009
  • This paper discusses about an empirical study to design a suitable experience monitoring and sampling system for mobile phone applications. We designed a new experience sampling method (ESM) research system iteratively. The research system is characterized by context-aware experience sampling, real-time data management, supporting data analyzing tools, and integrating ESM with ex-situ diary. From literature review, we derived initial design of the ESM research system. With the first system, we held the first experiment that evaluates three applications. From the experiment, we found that more functions are required, thus we improved the ESM system. Finally, we propose an ESM system design goal for the third iteration with experience of two experiments.

  • PDF

A Basic Study on the Development of a Mobile Data Sampling Method based on ESM to Examine Child-care Teachers' Emotional Experience (ESM기반 보육교사 정서 연구를 위한 데이터 표집기술 개발에 관한 기초연구)

  • Kim, Soojung;Lee, Yungil
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
    • /
    • v.7 no.6
    • /
    • pp.199-206
    • /
    • 2017
  • The experience sampling method (ESM) is an innovative research method to study the immediate real emotional experience experienced in real life through the immediate reaction of research participants. ESM, which has received significant attention in recent, is considered as the research method particularly for child care teachers' emotions and happiness. This method has been shown to be able to overcome the limitations in current research methods, based on teachers' recall or surveys, in assessing child care teachers' emotional states or stress levels. Despite the expectation that the need for further research on the increased stress and negative emotional experiences of child care teachers and its appropriateness as the alternative research method to study child care teachers' immediate emotional experience, ESM has deficiencies in that research participants need to have their pencil-and-paper survey packages on hand whenever their electronic beepers randomly beep. Furthermore, ESM demands much more researcher energy and efforts to handle the voluminous data collected from each participant in effectively creating a database. In this paper, in order to apply ESM successfully to the study of child care teachers' emotional experience, we aim to develop a software program that uses mobile communication technology. Given that traditional types of data collection methods in social science research can prove too burdensome to encourage participation in surveys in the first place or ensure the return of completed surveys, the present study adopts a convergent research approach to develop a software program that is able to obtain ESM participants' answers immediately on their personal smart phones. This study deals with system construction and prototyping for software development as a basic research and evaluates the research results through indepth interview with experts.

Prohibiting internal data leakage to mass storage device in mobile device (모바일 단말에서 외부 저장 매체로의 불법 데이터 유출 방지 기법)

  • Chung, Bo-Heung;Kim, Jung-Nyu
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.21 no.1
    • /
    • pp.125-133
    • /
    • 2011
  • According to proliferation of mobile devices, security threats have been continuously increased such as illegal or unintentional file transmission of important data to an external mass-storage device. Therefore, we propose a protection method to prohibit an illegal outflow to this device and implement this method. This method extracts signatures from random locations of important file and uses them to detect and block illegal file transmission. To get signatures, a target file is divided by extracting window size and more than one signatures are extracted in this area. To effective signature sampling, various extraction ways such as full, binomial distribution-based and dynamic sampling are implemented and evaluated. The proposed method has some advantages. The one is that an attacker cannot easily predict the signature and its extraction location. The other is that it doesn't need to modify original data to protect it. With the help of these advantages, we can say that this method can increase efficiency of easy-to-use and it is a proper way leakage prevention in a mobile device.

A Robust Real-Time Mobile Robot Self-Localization with ICP Algorithm

  • Sa, In-Kyu;Baek, Seung-Min;Kuc, Tae-Young
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2005.06a
    • /
    • pp.2301-2306
    • /
    • 2005
  • Even if there are lots of researches on localization using 2D range finder in static environment, very few researches have been reported for robust real-time localization of mobile robot in uncertain and dynamic environment. In this paper, we present a new localization method based on ICP(Iterative Closest Point) algorithm for navigation of mobile robot under dynamic or uncertain environment. The ICP method is widely used for geometric alignment of three-dimensional models when an initial estimate of the relative pose is known. We use the method to align global map with 2D scanned data from range finder. The proposed algorithm accelerates the processing time by uniformly sampling the line fitted data from world map of mobile robot. A data filtering method is also used for threshold of occluded data from the range finder sensor. The effectiveness of the proposed method has been demonstrated through computer simulation and experiment in an office environment.

  • PDF

Visual Control of Mobile Robots Using Multisensor Fusion System

  • Kim, Jung-Ha;Sugisaka, Masanori
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2001.10a
    • /
    • pp.91.4-91
    • /
    • 2001
  • In this paper, a development of the sensor fusion algorithm for a visual control of mobile robot is presented. The output data from the visual sensor include a time-lag due to the image processing computation. The sampling rate of the visual sensor is considerably low so that it should be used with other sensors to control fast motion. The main purpose of this paper is to develop a method which constitutes a sensor fusion system to give the optimal state estimates. The proposed sensor fusion system combines the visual sensor and inertial sensor using a modified Kalman filter. A kind of multi-rate Kalman filter which treats the slow sampling rate ...

  • PDF

It Matters Where and With Whom You Are: A Comparison of Mobile Phone and Landline Phone Survey Interviews

  • Kim, Ock Tae;Cho, Sung Kyum
    • Asian Journal for Public Opinion Research
    • /
    • v.1 no.1
    • /
    • pp.26-41
    • /
    • 2013
  • The rise and fall of social research methods rely on how much a certain method is able to appropriately reflect the change of society. The present research proposes new mobile surveying methods, considering the current and future trends in Korea. In particular, this research focuses on environmental pressure (time constraints, the presence of others and the place) as one of the major factors influencing the effects of survey modes. For example, landline surveys are conducted in the respondent's home, which is a private and fixed space. On the other hand, surveys on mobile phones can be conducted in diverse places with other people around. After sampling 500 landline respondents and 500 mobile phone respondents using a quota method, the same questionnaire was used for both the mobile and landline interviews. The findings are generally consistent with the literature supporting the data quality and comparability of the mixed mode survey. These results are encouraging for researchers designing surveys that feature mobile phone data collection.

Leader-Following Sampled-Data Control of Wheeled Mobile Robots using Clock Dependent Lyapunov Function (시간 종속적인 리아프노프 함수를 이용한 모바일 로봇의 선도-추종 샘플 데이터 제어)

  • Ye, Donghee;Han, Seungyong;Lee, Sangmoon
    • IEMEK Journal of Embedded Systems and Applications
    • /
    • v.16 no.4
    • /
    • pp.119-127
    • /
    • 2021
  • The aim of this paper is to propose a less conservative stabilization condition for leader-following sampled-data control of wheeled mobile robot (WMR) systems by using a clock-dependent Lyapunov function (CDLF) with looped functionals. In the leader-following WMR system, the state and input of the leader robot are measured by digital devices mounted on the following robot, and they are utilized to construct the sampled-data controller of the following robot. To design the sampled-data controller, a stabilization condition is derived by using the CDLF with looped functionals, and formulated in terms of sum of squares (SOS). The considered Lyapunov function is a polynomial form with respect to the clock related to the transmitted sampling instants. As the degree of the Lyapunov function increases, the stabilization condition becomes less conservative. This ensures that the designed controller is able to stabilize the system with a larger maximum sampling interval. The simulation results are provided to demonstrate the effectiveness of the proposed method.

Direct Depth and Color-based Environment Modeling and Mobile Robot Navigation (스테레오 비전 센서의 깊이 및 색상 정보를 이용한 환경 모델링 기반의 이동로봇 주행기술)

  • Park, Soon-Yong;Park, Mignon;Park, Sung-Kee
    • The Journal of Korea Robotics Society
    • /
    • v.3 no.3
    • /
    • pp.194-202
    • /
    • 2008
  • This paper describes a new method for indoor environment mapping and localization with stereo camera. For environmental modeling, we directly use the depth and color information in image pixels as visual features. Furthermore, only the depth and color information at horizontal centerline in image is used, where optical axis passes through. The usefulness of this method is that we can easily build a measure between modeling and sensing data only on the horizontal centerline. That is because vertical working volume between model and sensing data can be changed according to robot motion. Therefore, we can build a map about indoor environment as compact and efficient representation. Also, based on such nodes and sensing data, we suggest a method for estimating mobile robot positioning with random sampling stochastic algorithm. With basic real experiments, we show that the proposed method can be an effective visual navigation algorithm.

  • PDF

An Investigation of Behavioral Intention Towards QR Code Payment in Bangkok, Thailand

  • SUEBTIMRAT, Panupong;VONGUAI, Rawin
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.1
    • /
    • pp.939-950
    • /
    • 2021
  • The purpose of this research is to investigate the factors affecting Thai commercial bank users' behavioral intention towards QR code payment system via mobile banking applications. The researchers conducted the study based on quantitative research approach. Non-probability sampling method such as the quota and convenience sampling was applied as sampling technique. A self-administered questionnaire was distributed. The data was collected from 1,800 respondents living in Bangkok, who have had an experience with QR code payment system with the top-three mobile banking applications in Thailand. This study concentrates on confirmatory factor analysis and structural equation modeling as a statistical tool to examine the data, model accuracy, and influence of critical variables. In addition, the researchers applied the first-order and second-order techniques to examine the relationship between constructs. Adoption readiness and perceived risk were second-order constructs. The results reveled that compatibility has an impact on attitude towards QR code payment. Moreover, adoption readiness, compatibility, attitude, and personal innovativeness are statistically significant that impact behavioral intention towards QR code payment. The strongest antecedents of behavioral intention were compatibility, attitude, adoption readiness, and personal innovativeness, respectively. Surprisingly, perceived risk and perceived trust do not statistically have a significant impact on behavioral intention towards QR code payment.

An Efficient Outdoor Localization Method Using Multi-Sensor Fusion for Car-Like Robots (다중 센서 융합을 사용한 자동차형 로봇의 효율적인 실외 지역 위치 추정 방법)

  • Bae, Sang-Hoon;Kim, Byung-Kook
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.17 no.10
    • /
    • pp.995-1005
    • /
    • 2011
  • An efficient outdoor local localization method is suggested using multi-sensor fusion with MU-EKF (Multi-Update Extended Kalman Filter) for car-like mobile robots. In outdoor environments, where mobile robots are used for explorations or military services, accurate localization with multiple sensors is indispensable. In this paper, multi-sensor fusion outdoor local localization algorithm is proposed, which fuses sensor data from LRF (Laser Range Finder), Encoder, and GPS. First, encoder data is used for the prediction stage of MU-EKF. Then the LRF data obtained by scanning the environment is used to extract objects, and estimates the robot position and orientation by mapping with map objects, as the first update stage of MU-EKF. This estimation is finally fused with GPS as the second update stage of MU-EKF. This MU-EKF algorithm can also fuse more than three sensor data efficiently even with different sensor data sampling periods, and ensures high accuracy in localization. The validity of the proposed algorithm is revealed via experiments.