• Title/Summary/Keyword: RSSI

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Statistical Analysis of RSSI Signals in Indoor Positioning Systems using Bluetooth Beacons (블루투스 비콘을 이용하는 실내 측위에서 RSSI 신호의 통계적 분석)

  • Byun, Seok-Ju;Kim, Ye-Bin;Yoo, Ji-Hyeon;Park, Yang-Bae;Lee, Ye Hoon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2021.06a
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    • pp.250-252
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    • 2021
  • 블루투스 비콘을 이용한 실내 측위 시스템에서 수신 RSSI 신호는 다중경로 페이딩, 주변 신호의 간섭 등의 영향으로 인하여 불규칙한 잡음이 섞이게 된다. 본 논문에서는 실제 실내 환경에서의 측정을 통해 RSSI 신호의 통계적 특성을 분석한다. 또한, RSSI 신호의 잡음을 완화시켜서 효과적으로 실내 측위를 수행할 수 있는 방안에 대해서도 모색해 본다.

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Ranging the Distance Between Wireless Sensor Nodes Using the Deviation Correction Method of Received Signal Strength (수신신호세기의 편차 보정법을 이용한 무선센서노드 간의 거리 추정)

  • Lee, Jin-Young;Kim, Jung-Gyu
    • IEMEK Journal of Embedded Systems and Applications
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    • v.7 no.2
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    • pp.71-78
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    • 2012
  • Based on the Zigbee-based wireless sensor network, I suggest the way to reduce errors between the short distance, improving the accuracy of the presumed distance by revising the deviation of RSSI(Received Signal Strength Indication) values is to estimate the distance using only the RF signal power without the additional hardware. In general, the graph measured by RSSI values shows the proximity values which are ideally reduced in proportion to the distance under the free outdoor space in which LOS(Line-Of-Sight) is guaranteed. However, if the result of the received RSSI values are each substituted to the formula, it can produce a larger margin of error and less accurate measurement since it is based upon the premise that this free space is not affected by reflected waves or obstacles caused by the ground and electronic jamming engendered by the environment. Therefore, the purpose of this study is to reduce the margin of errors between the distances and to measure the proximity values with the ideal type of graph by suggesting the way to revise the received RSSI values in the light of these reflected waves or obstacles and the electronic jamming. In conclusion, this study proves that errors are reduced by comparing the proposed deviation correction method to the revised RSSI value.

Implementation of the Location Tracking and Distress Check System among Firefighters in Indoor Environments (실내 환경에서 소방대원간의 조난확인 및 위치추적 시스템 구현)

  • Lee, Kwang-Hee;Lee, Sung-Yeob;Ko, Bong-Jin
    • Journal of Advanced Navigation Technology
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    • v.18 no.1
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    • pp.90-94
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    • 2014
  • This paper suggests the system that allows nearby firefighters to read about the transmission direction of a distress signal and track the location by RSSI of received distress signal which is transmitted wirelessly after sensing the distress signal of a firefighter using the Wireless Sensor Network(WSN) based on IEEE 802.15.4 and Received Signal Strength Indicator(RSSI) in the building. Also, It was confirmed that the location tracking using RSSI is possible because the difference between theoretical value and experimental value is little when experiment using the proposed system.

A Fast RSSI using Novel Logarithmic Gain Amplifiers for Wireless Communication

  • Lee, Sung-Ho;Song, Yong-Hoon;Nam, Sang-Wook
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.9 no.1
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    • pp.22-28
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    • 2009
  • This paper presents a fast received signal strength indicator (RSSI) circuit for wireless communication application. The proposed circuit is developed using power detectors and an analog-to-digital converter to achieve a fast settling time. The power detector is consisted of a novel logarithmic variable gain amplifier (VGA), a peak detector, and a comparator in a closed loop. The VGA achieved a wide logarithmic gain range in a closed loop form for stable operation. For the peak detector, a fast settling time and small ripple are obtained using the orthogonal characteristics of quadrature signals. In $0.18-{\mu}m$ CMOS process, the RSSI value settles down in $20{\mu}s$ with power consumption of 20 mW, and the maximum ripple of the RSSI is 30 mV. The proposed RSSI circuit is fabricated with a personal handy-phone system transceiver. The active area is $0.8{\times}0.2\;mm^2$.

System Design for Location Determination Inside the Ship (선박 내부 위치 측위를 위한 시스템 설계)

  • Park, Jin-Gwan;Jung, Min A;Yoon, Seokho;Lee, Seong Ro
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.2
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    • pp.181-188
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    • 2013
  • In this paper, we present a system design for location determination inside the ship. Since the GPS signal can not be received in the interior of the large vessel, we use the vessel wireless AP (Access Point) RSSI (received signal strength indication) to accurately measure the position. We convert the RSSI for the 3 AP's into distance through the Friis formula and get the location through triangulation. The signal strength varies irregularly due to noise making it difficult to obtain the exact location. Thus Kalman filter is used to real-time position correction, that is store in a server database.

Analysis of Localization Technology Performance Based on Accumulated RSSI Signal Using Simulation (시뮬레이션을 이용한 누적 RSSI 신호 기반의 항법 기술 성능 분석)

  • Beomju Shin;Taikjin Lee
    • Journal of Positioning, Navigation, and Timing
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    • v.13 no.3
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    • pp.331-339
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    • 2024
  • Reliable and precise indoor localization is crucial for personal navigation, emergency rescue, and monitoring workers indoors. To use this technology in different applications, it is important to make it less dependent on infrastructure and to keep the error as small as possible. Fingerprinting stands out as a popular choice for indoor positioning because it leverages existing infrastructure and works with just a smartphone. However, its accuracy heavily relies on the quality of that infrastructure. For instance, having too few access points or beacons can greatly reduce its effectiveness. To reduce dependence on RF infrastructure, we have developed surface correlation (SC) using accumulated Received Signal Strength Indicator (RSSI) signals This approach constructs a user mask for radio map comparisons using an accumulated RSSI vector and the trajectory of the user, which is estimated through PDR. The location with the highest correlation is considered as the user's position after comparison. Through a simulation, the performance of short RSSI vector-based technology and SC is analyzed, and future directions for the development of SC are discussed.

RSSI based Proximity User Detection System using Exponential Moving Average (지수이동평균을 이용한 RSSI 기반 근거리 사용자 탐지 시스템)

  • Yun, Gi-Hun;Kim, Keon-Wook;Choi, Jae-Hun;Park, Soo-Jun
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.47 no.4
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    • pp.105-111
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    • 2010
  • This paper proposes the recursive algorithm for passive proximity detection system based on signal strength. The system is designed to be used in the smart medicine chest in order to provide location-based service for the senior personnel. Due to the system profile, single receiver and uni-direction communication are applied over the signal attenuation model for the determination of user existence within certain proximity. The performance of conventional methods is subjective to the sight between the transmitter and receiver unless the direction of target is known. To appreciate the temporal and spatial locality of human subjects, the authors present exponential moving average (EMA) to compensate the unexpected position error from the direction and/or environment. By using optimal parameter, the experiments with EMA algorithm demonstrates 32.26% (maximum 40.80%) reduction in average of the error probability with 50% of consecutive sight in time.

Energy-efficient routing protocol based on Localization Identification and RSSI value in sensor network (센서 네트워크에서 RSSI 값과 위치 추정 기반의 에너지 효율적인 라우팅 프로토콜)

  • Kim, Yong-Tae;Jeong, Yoon-Su;Park, Gil-Cheol
    • Journal of Digital Convergence
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    • v.12 no.1
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    • pp.339-345
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    • 2014
  • This study has a purpose that improves efficiency of energy management and adaptation followed by movement of node better than the various early studied routing techniques. The purpose of this paper is the technique that uses RSSI value and location of sensor that is received by each sensor node to routing. This sduty does not save node information of 1-hop distance. And it solves energy-inefficient traffic problem that happens during data exchange process for middle node selection in close range multi hop transmission technique. The routing protocol technique that is proposed in this study selects a node relevant to the range of transmission which is set for RSSI value that is received by each node and selects the closest node as a middle node followed by location data. Therefore, it is for not exhaustion of node's energy by managing energy efficiently and cutting data transmission consuming until the destination node.

Ubiquitous Sensor Network based Localization System for Public Guide Robot (서비스 로봇을 위한 유비쿼터스 센서 네트워크 기반 위치 인식 시스템)

  • Choi, Hyoung-Youn;Park, Jin-Joo;Moon, Young-Sun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.10
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    • pp.1920-1926
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    • 2006
  • With social interest, there hie been a lot of research on the Service Robot but now we are faced with the limitation of single platform. The alternative plan is the Ubiquitous-based Service Robot connected with a Ubiquitous network to overcome this limitation. Systems using RFID(Radio frequency Identification) and supersonic waves appeared for functions such as recognition of surroundings through Ubiquitous Sensor Networks. This was applied to the real robot and we have got good results. However, this has several limitations to applying to low power-based Sensor Network For example, if RFID uses a passive Sensor, the rate of recognition with the distance is limited. In case of supersonic waves, high power is required to drive them. Therefore, we intend to develop RSSI position recognition system on the basis of embodying a Sensor Network Module in this thesis. This RSSI position recognition system only measures RSSI of signals from each sensor nod. then converts them into distances and calculates the position. As a result, we can still use low power-based Sensor Network and overcome the limitation according to distance as planning Ad-Hoc Network.

Analysis of Computer Simulated and Field Experimental Results of LoRa Considering Path Loss under LoS and NLoS Environment (LoS 및 NLoS 환경에서의 경로 손실을 고려한 LoRa의 모의실험 및 실측 결과 분석)

  • Yi, Dong Hee;Kim, Suk Chan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.2
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    • pp.444-452
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    • 2017
  • Recently, a demand of Internet-of-things (IoT) rises dramatically and an interest in Low Power Wide Area (LPWA) grows larger accordingly. In this paper, performance in LoRa which is included in LPWA standard is analyzed. Particularly, after measuring Received Signal Strength Indication (RSSI) of received signal on Line-of-sight (LoS) and Non-line-of-sight (NLoS) environment and it is compared with RSSI which theoretical path loss model is applied to. Among many path loss models, the simulation for theoretical RSSI use Log-distance, Two-ray model and Okumura-Hata model that is based on the test database. Consequently, the result of Okumura-Hata model is the most similar with the measured RSSI. When a network based on LoRa is built, this result can used to decide optimal node arrangement.