• Title/Summary/Keyword: location recognition system

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The development of indoor location measurement System using Zigbee and GPS (Zigbee와 GPS를 이용한 실내 위치 인식 시스템 개발)

  • Ryu, Jeong-Tak;Kim, In-Kyung
    • Journal of Korea Society of Industrial Information Systems
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    • v.17 no.4
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    • pp.1-7
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    • 2012
  • This paper proposes a new indoor location recognition system using a ZigBee network and a global positioning system(GPS). The proposed location recognition system applies GPS values that are mainly used for outdoor location recognition, to indoor location recognition; hence the techniques conventionally separated for the indoor and outdoor location recognition are integrated into one location recognition technique. The proposed system recognizes a location using the distance between nodes. Although the distance between nodes can be calculated by measuring the strength of the received ZigBee signals, generally the measured distance is not accurate and has high error rates since the strength of the ZigBee signals is different depending on the distance. In order to reduce the error rate, we have subdivided the output power of the received ZigBee signals into five levels. When a moving node generates a signal, each fixed node transmits the received signal strength and its own GPS information to other nodes, so the moving node can find its own accurate location in terms of the received signals.

Location Recognition Method based on PTP Communication (점대점 통신 기반의 위치인식 기법)

  • Myagmar, Enkhzaya;Kwon, Soon Ryang
    • The Journal of the Korea Contents Association
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    • v.14 no.3
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    • pp.33-39
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    • 2014
  • Domestic and international researches, about intelligent systems based on a variety of location recognitions using location information, have actively proceeded. The representative location recognition method based on PTMP(Point To Multi Point) communication uses TOA(Time Of Arrival) to calculate distances to a fixed node that you want to recognize a position. The method is used to obtain the fixed node location information from three nodes location information that is applied by the triangulation method. There are disadvantages, an infrastructure should be established at a specific space and the system established cost is needed, in the location recognition method based on the PTMP communication, In this paper, the ranging based PTP(Point To Point) location recognition method is proposed to revise the disadvantage of PTMP location recognition method. And then it is compared with PTMP communication location recognition to evaluate performance. In this way, PTMP and PTP communication location recognition systems based on ranging were constructed and tested in an indoor environment. Experiment results show that the proposed PTP location recognition method could be confirmed to improve accuracy more than 3 times when it was compared with the existed PTMP location recognition method.

Pole Position Detection Method by Using Pole and Character Recognition (전철주 및 문자 인식을 이용한 시설물 절대위치 검지 방법)

  • Choi, Woo-Yong;Park, Jong-Gook;Lee, Byeong-Gon;Joo, Yong-Hwan;Han, Seung-Hun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.65 no.4
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    • pp.704-710
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    • 2016
  • In this paper, we proposed pole position detection system for providing exact location information to users. The proposed system consists of pole recognition part and pole number recognition part. Above all, exact pole recognition is carried out by PDD(Pole Detection Device). And recognition of pole number is performed by PID(Pole Inspection Device). Acquired image by using line scan camera is judged whether it is free bracket or not through image processing. When it is judged as free bracket, pole number image is acquired by OCR camera and recognized by OCR. By recognizing pole number, exact location information is provided to user.

A Study on Korean Allophone Recognition Using Hierarchical Time-Delay Neural Network (계층구조 시간지연 신경망을 이용한 한국어 변이음 인식에 관한 연구)

  • 김수일;임해창
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.1
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    • pp.171-179
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    • 1995
  • In many continuous speech recognition systems, phoneme is used as a basic recognition unit However, the coarticulation generated among neighboring phonemes makes difficult to recognize phonemes consistently. This paper proposes allophone as an alternative recognition unit. We have classified each phoneme into three different allophone groups by the location of phoneme within a syllable. For a recognition algorithm, time-delay neural network(TDNN) has been designed. To recognize all Korean allophones, TDNNs are constructed in modular fashion according to acoustic-phonetic features (e.g. voiced/unvoiced, the location of phoneme within a word). Each TDNN is trained independently, and then they are integrated hierarchically into a whole speech recognition system. In this study, we have experimented Korean plosives with phoneme-based recognition system and allophone-based recognition system. Experimental results show that allophone-based recognition is much less affected by the coarticulation.

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A Study on Location Recognition and Route Guide System for Service Robots (로봇을 위한 위치 인식 및 경로 안내 시스템에 관한 연구)

  • Kim, Yong-Min;Choe, In-Chan
    • 전자공학회논문지 IE
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    • v.47 no.1
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    • pp.12-21
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    • 2010
  • In this paper, we suggest Location Recognition System using Sensor Network; it distinguishes locations. Furthermore, this paper proposes Intelligent Navigation System which presents the proper route for the user. INS evaluates the user's preference, tendency and environmental state using Sensor Network Module and current driving information. This system also uses Soft-computing method to learn and infer the person’s preference and tendency. This paper defines Intelligent Assistance Module (IAM) which is a connector in between a user and a robot; it is portable. All in all, we created a basic intelligent robot, Location Recognition System, and Environment Sensor Modules; we verified the proposed algorithm through computer simulations.

Visual Location Recognition Using Time-Series Streetview Database (시계열 스트리트뷰 데이터베이스를 이용한 시각적 위치 인식 알고리즘)

  • Park, Chun-Su;Choeh, Joon-Yeon
    • Journal of the Semiconductor & Display Technology
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    • v.18 no.4
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    • pp.57-61
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    • 2019
  • Nowadays, portable digital cameras such as smart phone cameras are being popularly used for entertainment and visual information recording. Given a database of geo-tagged images, a visual location recognition system can determine the place depicted in a query photo. One of the most common visual location recognition approaches is the bag-of-words method where local image features are clustered into visual words. In this paper, we propose a new bag-of-words-based visual location recognition algorithm using time-series streetview database. The proposed algorithm selects only a small subset of image features which will be used in image retrieval process. By reducing the number of features to be used, the proposed algorithm can reduce the memory requirement of the image database and accelerate the retrieval process.

Practice for Modular Mobile Robot and Position Recognition system in Ubiquitous Network (유비쿼터스 네트워크에서 모듈형 모바일 로봇과 위치 인식 시스템을 위한 사례)

  • Jeong, Goo-Cheol
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.4 no.2
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    • pp.162-170
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    • 2012
  • It is very important for the robot to recognize its position to accomplish numerous tasks and to go to the goal. In this paper, we suggest Location Recognition System to distinguish robot's locations using land-mark and the odometer in the environment of sensor network. All in all, we created a basic intelligent robot, Location Recognition System, and Environment Sensor Modules; we verified the proposed algorithm through computer simulation.

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Indoor Location Positioning System for Image Recognition based LBS (영상인식 기반의 위치기반서비스를 위한 실내위치인식 시스템)

  • Kim, Jong-Bae
    • Journal of Korea Spatial Information System Society
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    • v.10 no.2
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    • pp.49-62
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    • 2008
  • This paper proposes an indoor location positioning system for the image recognition based LBS. The proposed system is a vision-based location positioning system that is implemented the augmented reality by overlaying the location results with the view of the user. For implementing, the proposed system uses the pattern matching and location model to recognize user location from images taken by a wearable mobile PC with camera. In the proposed system, the system uses the pattern matching and location model for recognizing a personal location in image sequences. The system is estimated user location by the image sequence matching and marker detection methods, and is recognized user location by using the pre-defined location model. To detect marker in image sequences, the proposed system apply to the adaptive thresholding method, and by using the location model to recognize a location, the system can be obtained more accurate and efficient results. Experimental results show that the proposed system has both quality and performance to be used as an indoor location-based services(LBS) for visitors in various environments.

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An Effective Eye Location for Face Recognition (얼굴 인식을 위한 효과적인 눈 위치 추출)

  • Jung Jo Nam;Rhee Phill Kyu
    • The KIPS Transactions:PartB
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    • v.12B no.2 s.98
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    • pp.109-114
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    • 2005
  • Many researchers have been interested in user authentication using biometric information, and face recognition is a lively field of study of ones in the latest biometric recognition field because of advantage that it can recognize who he/she is without touching machinery. This paper proposes method to extract eye location effectively at face detection step that is precedence work of face recognition. The iterative threshold selection was adopted to get a proper binary image and also the Gaussian filter was used to intensify the properties of eyes to extract an eye location. The correlation was adopted to verify if the eye location is correct or not. Extraction of an eye location that propose in paper as well as accuracy, considered so that may can apply to online system and showed satisfactory performance as result that apply to on line system.

The USN Node Location Recognition and Monitoring System Based on Low Power (저전력 기반의 USN 단말 위치 인식 및 모니터링 시스템)

  • Song, Young-Jun;Kim, Dong-Woo;Shin, Dong-Jin;Ahn, Jae-Hyeong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.45 no.6
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    • pp.11-17
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    • 2008
  • This paper proposes the USN node location recognition method with low power, which is the modified centroid method. The conventional Zigbee node location recognition is used to the three RSSI values from three beacons, respectively. When a person move with node, the moving speed of USN node doesn't fast. Therefore, one among three positions used to the value that it is a previous value. This method doesn't large the error in terms of the exact position. Using hand-off method, we get about 30% power advantage than the conventional centroid method. And Our monitoring system add the function that it is possible to search for the node region by color.