• Title/Summary/Keyword: Localization algorithm

Search Result 813, Processing Time 0.03 seconds

Lane Map-based Vehicle Localization for Robust Lateral Control of an Automated Vehicle (자율주행 차량의 강건한 횡 방향 제어를 위한 차선 지도 기반 차량 위치추정)

  • Kim, Dongwook;Jung, Taeyoung;Yi, Kyong-Su
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.21 no.2
    • /
    • pp.108-114
    • /
    • 2015
  • Automated driving systems require a high level of performance regarding environmental perception, especially in urban environments. Today's on-board sensors such as radars or cameras do not reach a satisfying level of development from the point of view of robustness and availability. Thus, map data is often used as an additional data input to support these systems. An accurate digital map is used as a powerful additional sensor. In this paper, we propose a new approach for vehicle localization using a lane map and a single-layer LiDAR. The maps are created beforehand using a highly accurate DGPS and a single-layer LiDAR. A pose estimation of the vehicle was derived from an iterative closest point (ICP) match of LiDAR's intensity data to the lane map, and the estimated pose was used as an observation inside a Kalmanfilter framework. The achieved accuracy of the proposed localization algorithm is evaluated with a highly accurate DGPS to investigate the performance with respect to lateral vehicle control.

MRAL Post Processing based on LS for Performance Improvement of Active Sonar Localization (소나 위치 추정 성능 향상을 위한 LS기반 MRAL 후처리 기법)

  • Jang, Eun-Jeong;Han, Dong Seog
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.49 no.9
    • /
    • pp.172-180
    • /
    • 2012
  • In multi-static sonar for detecting an underwater target, received signals contain the target echo, reverberation and clutter. Clutter and reverberation are main causes of increasing the false alarm rate. MRAL classifies received signals according to the spatial similarity, and it regards classified signal as reflected signals from a reflector. MRAL reduces the false alarm rate this way. However, the results of MRAL can have localization errors. In this paper, an MRAL post processing algorithm is proposed to reduce the localization errors with the least square (LS) method.

Self Localization of Mobile Robot Using UHF RFID Landmark

  • Kwon, Hyouk-Gil;Kim, Min-Sik;Ryu, Je-Goon;Shim, Hyeon-Min;Lee, Eung-Hyuk
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2005.06a
    • /
    • pp.1606-1611
    • /
    • 2005
  • The goal of this paper is to develop a self localization of mobile robot using UHF RFID landmark. We present landmark, a location sensing archetype system that uses UHF Radio Frequency Identification (UHF RFID) technology for locating objects inside buildings. The major advantage of landmark is that it improves the overall accuracy of locating objects by utilizing the concept of reference tags. Based on experimental analysis, we demonstrate that passive UHF RFID is a viable and cost-effective candidate for indoor location sensing. We conduct a series of experiments to evaluate performance of the positioning of the landmark System. In the standard setup, we place RF Reader which has two antennas and 25 tags in our lab. This research uses the assumption-based coordinates (ABC) algorithm[3] for determining the localization of robot. Also, we show how Radio Frequency Identification (UHF RFID) can be used in robot-assisted indoor navigation for the visually impaired. The experiments illustrate that passive UHF RFID tags can act as reliable landmark that trigger local navigation behaviors to achieve global navigation objectives.

  • PDF

On the Performance Enhancement of a Tactical Monopulse MIMO Radar (향상된 성능의 전술형 모노펄스 MIMO 레이더)

  • An, Chan-Ho;Jin, Hyun Bo;Yang, Janghoon;Pak, Ui Young;Ryu, Young-Jae;Kim, Dong Ku
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.38A no.1
    • /
    • pp.19-25
    • /
    • 2013
  • In this paper, we proposed an enhanced monopulse MIMO radar system for the tactical scenario where the ground receivers are connected wireless backhaul and closely spaced. By applying the ${\alpha}{\beta}$ filter to the conventional monopulse MIMO radar, we show that the localization performance can be improved significantly. We also propose an efficient localization algorithm for a system with lower rate feedback. Using numerical simulations, we demonstrate that the proposed scheme can improve the localization performance while reducing the feedback over conventional scheme.

Thinning Based Global Topological Map Building with Application to Localization (세선화 기법을 이용한 전역 토폴로지컬 지도의 작성 및 위치추적)

  • Choi, Chang-Hyuk;Song, Jae-Bok;Chung, Woo-Jin;Kim, Mun-Sang
    • Proceedings of the KSME Conference
    • /
    • 2003.04a
    • /
    • pp.822-827
    • /
    • 2003
  • Topological maps have drawn more attention recently because they are compact, provide natural interfaces, and are applicable to path planning easily. To build a topological map incrementally, Voronoi diagram was used by many researchers. The Voronoi diagram, however, has difficulty in applying to arbitrarily shaped objects and needs long computation time. In this paper, we present a new method for global topological map from the local topological maps incrementally. The local topological maps are created through a thinning algorithm from a local grid map, which is built based on the sensor information at the current robot position. A thinning method requires simpler computation than the Voronoi diagram. Localization based on the topological map is usually difficult, but additional nodes created by the thinning method can improve localization performance. A series of experiments have been conducted using a two-wheeled mobile robot equipped with a laser scanner. It is shown that the proposed scheme can create satisfactory topological maps.

  • PDF

Robot Localization and Monitoring using OpenRTM in Outdoor Environment based on Precision GPS (정밀 GPS 기반의 실외환경에서의 로봇 위치 추정 및 OpenRTM을 이용한 모니터링)

  • Moon, Yong-Seon;Roh, Sang-Hyun;Jo, Kwang-Hun;Bae, Young-Chul
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.7 no.2
    • /
    • pp.425-431
    • /
    • 2012
  • In the case of outdoor moving of robot, it is differ to indoor moving case due to it cannot prepare map early for entire outdoor environments, there is nearly no research based on map because most outdoor robots use GPS. In this paper, we implement outdoor robot localization that using precision GPS and then GPS data applying MCL algorithm in outdoor environments of plane of 2 dimensional without incline section. We also perform a simple mission scenario by using applied robot localization in outdoor robot. We applying OpenRTM based on middleware, we can be controlled and grasped situation of the outdoor robot by remote through server by manager.

Acoustic Sources Localization in 3D Using Multiple Spherical Arrays

  • Wang, Fangzhou;Pan, Xi
    • Journal of Electrical Engineering and Technology
    • /
    • v.11 no.3
    • /
    • pp.759-768
    • /
    • 2016
  • Direction of arrival (DOA) estimation of multiple sources using sensor arrays has been widely studied in the last few decades, particularly, the spherical harmonic analysis utilizing a spherical array. Both the number of sensors on the aperture and size of the sphere can affect the estimation accuracy dramatically. However, those two factors are conflicted to each other in a single spherical array. In this paper, a multiple spherical arrays structure is proposed to provide an alternative design to the traditional single spherical array for the spherical harmonic decomposition, to obtain better localization performance. The new structure consists of several identical spheres in a given area, and the microphones are placed identically on each sphere. The spherical harmonic analysis algorithm using the new multiple array structure for the problem of multiple acoustic sources localization is presented. Simulation results show that the multiple spherical arrays can provide a more accurate direction of arrival (DOA) estimation for the multiple sources than that of a single spherical array, distinguish several adjacent sources more efficiently, and reduce the number of microphones on each sphere without decreasing its’ estimation accuracy.

Prototype Development of GPS Jammer Localization System for GPS based Air Navigation System (GPS기반 항공 항법 장비를 위한 전파위협원 위치추적 시작품 개발)

  • Kang, Jae Min;Lim, Deok Won;Chun, Sebum;Heo, Moon Beom;Yeom, Chan Hong
    • Journal of Aerospace System Engineering
    • /
    • v.8 no.2
    • /
    • pp.40-48
    • /
    • 2014
  • In this paper, a prototype of GPS jammer localization system for precise landing is developed. The jammer localization system consists of the four jamming signal receivers for collecting RF signal, one central tracking station for estimating jammer position, and one monitoring station for displaying estimated position on the map. In order to estimate jammer location TDOA and AOA algorithm are introduced, and the function and design parameters of the developed prototype are proposed. CW, DSSS, Swept CW jamming signals were generated and used. From the results, it can be confirmed that developed system meets the performance goal.

Localization Algorithm for a Mobile Robot using iGS (iGS를 이용한 모바일 로봇의 실내위치추정 알고리즘)

  • Seo, Dae-Geun;Cho, Sung-Ho;Lee, Jang-Myung
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.14 no.3
    • /
    • pp.242-247
    • /
    • 2008
  • As an absolute positioning system, iGS is designed based on ultrasonic signals whose speed can be formulated clearly in terms of time and room temperature, which is utilized for a mobile robot localization. The iGS is composed of an RFID receiver and an ultra-sonic transmitter, where an RFID is designated to synchronize the transmitter and receiver of the ultrasonic signal. The traveling time of the ultrasonic signal has been used to calculate the distance between the iGS system and a beacon which is located at a pre-determined location. This paper suggests an effective operation method of iGS to estimate position of the mobile robot working in unstructured environment. To expand recognition range and to improve accuracy of the system, two strategies are proposed: utilization of beacons belonging to neighboring blocks and removal of the environment-reflected ultrasonic signals. As the results, the ubiquitous localization system based on iGS as a pseudo-satellite system has been developed successfully with a low cost, a high update rate, and relatively high precision.

A Real-time Video Transferring and Localization System in HSDPA Network (HSDPA 기반 실시간 영상 전송 및 위치 인식 시스템)

  • Kwak, Seong-Woo;Choi, Hong;Yang, Jung-Min
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.7 no.1
    • /
    • pp.21-26
    • /
    • 2012
  • This paper presents a real-time image transferring and localization system utilizing HSDPA, a commercial wireless network system. A novel image compression algorithm is developed based on MPEG4 to comply with uploading bandwidth of 130 kbps and QVGA image transmission of 30 fps. Aiming at being embedded in moving vehicles, the proposed system has a small size, low power consumption, and robustness to disturbances. We validate the performance of the system by presenting captured images of transferring video and localization data. Our system can be applied to real-time surround monitoring in moving vehicles or real-time ecology observation in remote places.