• 제목/요약/키워드: line-of-sight

검색결과 732건 처리시간 0.035초

채널 상태 정보를 이용한 딥 러닝 기반 실내 위치 확인 시스템 (Deep Learning-based Indoor Positioning System Using CSI)

  • 장중봉;최승원
    • 디지털산업정보학회논문지
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    • 제16권4호
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    • pp.1-7
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    • 2020
  • Over the past few years, Wi-Fi signal based indoor positioning system (IPS) has been researched extensively because of its low expenses of infrastructure deployment. There are two major aspects of location-related information contained in Wi-Fi signals. One is channel state information (CSI), and one is received signal strength indicator (RSSI). Compared to the RSSI, the CSI has been widely utilized because it is able to reveal fine-grained information related to locations. However, the conventional IPS that employs a single access point (AP) does not exhibit decent performance especially in the environment of non-line-of-sight (NLOS) situations due to the reliability degeneration of signals caused by multipath fading effect. In order to address this problem, in this paper, we propose a novel method that utilizes multiple APs instead of a single AP to enhance the robustness of the IPS. In our proposed method, a hybrid neural network is applied to the CSIs collected from multiple APs. By relying more on the fingerprint constructed by the CSI collected from an AP that is less affected by the NLOS, we find that the performance of the IPS is significantly improved.

TMS320C542 프로세서를 이용한 실시간 주파수 비선택성 페이딩 채널 시뮬레이터 구현 (Implementation of a Real-time Frequency Non-selective Fading Channel Simulator Using a TMS320C542 Processor)

  • 이준영;이찬길
    • 한국통신학회논문지
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    • 제24권8A호
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    • pp.1187-1194
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    • 1999
  • 일반적으로 무선 이동 채널은 협대역 스펙트럼을 갖는 복소 랜덤 프로세스로 모델링된다. 본 논문에서는 DSP 단일칩을 사용한 페이딩 신호의 실시간 발생에 대해 기술한다. 실시간 시뮬레이터는 단말기 이동 속도, 반송파 주파수, line-of-sight 성분과 다중 경로 성분의 비, 수신 전력의 분산과 같은 시뮬레이션 파라미터를 윈도우상에서 선택할 수 있도록 설계되었다. 최소화된 DSP 연산량으로 이상적인 페이딩 신호를 발생하기 위한 알고리즘과 필터 설계시의 trade-off가 고찰되었다. 실험으로 측정된 페이딩 채널 프로세스의 통계 특성은 이론치와 거의 일치함을 확인할 수 있었다.

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무인비행장치 분류기준에 따른 조종 자격제도 비교 연구 (A comparative study on UAV pilot license by the classification criteria)

  • 김용석;최성원
    • 한국항공운항학회지
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    • 제27권1호
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    • pp.26-33
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    • 2019
  • It is necessary to establish a UAV pilot license and training system because the number of UAV-related accidents has rapidly risen. Most of accidents are caused by the human factors such as the lack of control skill and aviation knowledge. In this paper, we investigate licensing policy of small UAV pilots and examine the level of UAV licensing system and classification criteria based on comparative analysis of national cases such as USA, UK and China. Recently, the Ministry of Land, Infrastructure and Transport Affairs is planning to improve the safety regulation by taking into account the risk level of the licensing system, which has been classified according to the existing weight and commercial purpose. From the comparative analysis, we suggested a improvement policy for UAV licensing system in the view of pilot license segmentation, beyond Visual Line-of-sight flight and high risk UAV for non-commercial.

Creation of 3D Maps for Satellite Communications to Support Ambulatory Rescue Operations

  • Nakajima, Isao;Nawaz, Muhammad Naeem;Juzoji, Hiroshi;Ta, Masuhisa
    • Journal of Multimedia Information System
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    • 제6권1호
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    • pp.23-30
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    • 2019
  • A communications profile is a system that acquires information from communication links to an ambulance or other vehicle moving on a road and compiles a database based on this information. The equipment (six sets of HDTVs, fish-eye camera, satellite antenna with tracking system, and receiving power from the satellite beacon of the N-star) mounted on the roof of the vehicle, image data were obtained at Yokohama Japan. From these data, the polygon of the building was actually produced and has arranged on the map of the Geographical Survey Institute of a 50 m-mesh. The optical study (relationship between visibility rate and elevation angle) were performed on actual data taken by fish-eye lens, and simulated data by 3D-Map with polygons. There was no big difference. This 3D map system then predicts the communication links that will be available at a given location. For line-of-sight communication, optical analysis allows approximation if the frequency is sufficiently high. For non-line-of-sight communication, previously obtained electric power data can be used as reference information for approximation in certain cases when combined with predicted values calculated based on a 3D map. 3D maps are more effective than 2D maps for landing emergency medical helicopters on public roadways in the event of a disaster. Using advanced imaging technologies, we have produced a semi-automatic creation of a high-precision 3D map at Yokohama Yamashita Park and vicinity and assessed its effectiveness on telecommunications and ambulatory merits.

바이스태틱 레이더의 탐지 커버리지 분석 및 표적 위치 산출을 위한 M&S Tool (M&S Tool for Analysis of Detection Coverage and Target Localization in Bistatic Radar Systems)

  • 박중희;이원우;유진철;양훈기;정용식;배경빈
    • 한국군사과학기술학회지
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    • 제14권5호
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    • pp.904-912
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    • 2011
  • In this paper, we have proposed a M&S tool for analyzing detection coverage and target localization in bistatic radar system. The detection coverage determined by radar parameters is meaningful when it satisfies the clear line-of-sight condition. We improved the method to find the minimum altitudes of transmitter and receiver for meeting the condition by considering three-dimensional coverage. Its computational burden is not problematic because the calculation is for maximizing the performance of the radar and does not demand a real-time operation. In addition, target localization on three-dimensional earth model based on the information of the height, longitude, and latitude is proposed instead of the previous unpractical calculation on two-dimensional bistatic plane. Its precalculated result can reduce its computation burden and it is suitable for real-time estimation of target location.

광무선 LAN의 비가시전송에 관한 연구 (A study of optical wireless non-LOS link system)

  • 김준환;홍권의;김영권
    • 전기전자학회논문지
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    • 제2권2호
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    • pp.173-177
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    • 1998
  • 실내환경에서의 광무선 LAN은 송수신기 사이의 시정선이 성립되지 않는 경우 넓은 수광각을 얻기 위해 반구형 렌즈나 반사체를 사용해야 하며, 실내환경에서 반구형 렌즈를 사용했을 때, 교란대기를 통과하는 광신호는 진폭과 위상이 불규칙하게 변화하고, 빔을 편향시킬 수 있다. 이 페이딩은 비트오류율을 증가시켜 결국 광무선통신의 성능을 저하시키게 된다. 본 논문에서는 시정선이 성립되지 않는 광무선채널을 고려하여 수신기에 반구형 렌즈를 장착한 경우, 천정각에 따른 신호대잡음비를 고찰하고, 또한 실내온도에 기인한 교란효과가 통신성능에 미치는 영향를 살펴 본다.

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비전 센서를 갖는 이동 로봇의 복도 주행 시 직진 속도 제어 (Linear Velocity Control of the Mobile Robot with the Vision System at Corridor Navigation)

  • 권지욱;홍석교;좌동경
    • 제어로봇시스템학회논문지
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    • 제13권9호
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    • pp.896-902
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    • 2007
  • This paper proposes a vision-based kinematic control method for mobile robots with camera-on-board. In the previous literature on the control of mobile robots using camera vision information, the forward velocity is set to be a constant, and only the rotational velocity of the robot is controlled. More efficient motion, however, is needed by controlling the forward velocity, depending on the position in the corridor. Thus, both forward and rotational velocities are controlled in the proposed method such that the mobile robots can move faster when the comer of the corridor is far away, and it slows down as it approaches the dead end of the corridor. In this way, the smooth turning motion along the corridor is possible. To this end, visual information using the camera is used to obtain the perspective lines and the distance from the current robot position to the dead end. Then, the vanishing point and the pseudo desired position are obtained, and the forward and rotational velocities are controlled by the LOS(Line Of Sight) guidance law. Both numerical and experimental results are included to demonstrate the validity of the proposed method.

LMI-based $H_{\infty}$ Controller Design for a Line of Sight Stabilization System

  • Lee, Won-Gu;Keh, Joong-Eup;Kim, In-Soo;Lee, Man-Hyung
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.497-497
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    • 2000
  • This paper is concerned with the design of LMI based H$_{\infty}$ controller for a line of sight(LOS) stabilization system. This system which is even linearized to analyse nonlinear characteristic has also a lot of uncertainties. In addition, the angular velocity disturbance from the vehicle's driving deteriorates the stabilized LOS, main purpose of this system. In case of fast driving, particularly, all components which are ignored and skipped to make mathematical modelling act as the uncertainties against this system. The robustness against these uncertainties has been also continuously demanded including the well tracking performance for the target. Therefore, this paper employed H$_{\infty}$ control theory to satisfy these problems and LMI method to make suitable controller with few constraints for this system. Although this system matrix doesn't have full rank, this method make it possible to design H$_{\infty}$ controller and deal with R and S matrices for reducing its order. Consequently, this paper shows that the re-analyses on the real disturbances are achieved and the proposed robust controller for them has better disturbance attenuation and tracking performance. This paper contributes the applicability of reduced order H$_{\infty}$ controller to real system by handling LMI..

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Implementation of Ship Trajectory Following Algorithm

  • Wonjin Choi;Seung-Hwan Jun
    • 한국항해항만학회지
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    • 제47권2호
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    • pp.49-56
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    • 2023
  • As interest in autonomous ships continues to grow, researchers around the world are dedicating themselves to the development of relevant technologies. However, these technologies are not yet perfect. Several technical problems remain unresolved. To address these problems, this study presents the implementation of a ship trajectory algorithm for group navigation, where followers can navigate by following the trajectory of a leader. The algorithm works by storing the leader's trajectory as a follow-point and by calculating the azimuth using the line-of-sight guidance law to reach it. A course-keeping controller based on PD control is implemented to follow the target course and a speed control algorithm is designed to prevent collisions. Sea experiments were conducted using 1 m class small RC model boats to verify the proposed algorithm. The follower successfully navigated by following the leader's trajectory and maintained the designated distance to the forward boat. This study is significant in that it implements an algorithm for the follower to follow the trajectory of the leader rather than directly following it as in conventional methods, and verifies it through sea experiments.

바이스태틱 ISAR 영상 생성 시뮬레이션 (Simulation of Bistatic Inverse Synthetic Aperture Radar Image Generation)

  • 한승구;김경태;양은정
    • 한국전자파학회논문지
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    • 제25권4호
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    • pp.451-458
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    • 2014
  • 본 논문은 송신 레이더와 수신 레이더의 위치가 서로 다른 바이스태틱 기하 구조에서의 ISAR(Inverse Synthetic Apeture Radar) 영상 생성 기법에 대해 연구하였다. 모노스태틱 ISAR는 레이더의 LOS(Line of Sight) 방향으로 진행하는 표적에 대해 LOS의 수직 방향으로 충분한 해상도를 얻기 힘들고, 스텔스 표적의 탐지에도 적합하지 않다. 바이스태틱 ISAR는 이러한 모노스태틱 ISAR의 단점을 해결할 수 있다. 바이스태틱 기하 구조와 신호 모델링, 바이스태틱 도플러 등의 바이스태틱 ISAR 영상을 얻기 위한 과정을 소개하였다. 시뮬레이션을 통해 표적의 이동 시나리오에 따른 모노스태틱 ISAR 영상과 바이스태틱 ISAR 영상을 생성 후 각 시나리오마다 영상의 차이를 비교 분석하였다.