• Title/Summary/Keyword: Signal propagation model

Search Result 213, Processing Time 0.031 seconds

Learning Generative Models with the Up-Propagation Algorithm (생성모형의 학습을 위한 상향전파알고리듬)

  • ;H. Sebastian Seung
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 1998.10c
    • /
    • pp.327-329
    • /
    • 1998
  • Up-Propagation is an algorithm for inverting and learning neural network generative models. Sensory input is processed by inverting a model that generates patterns from hidden variables using top-down connections. The inversion process is iterative, utilizing a negative feedback loop that depends on an error signal propagated by bottom-up connections. The error signal is also used to learn the generative model from examples. the algorithm is benchmarked against principal component analysis in experiments on images of handwritten digits.

  • PDF

Development of Radio-wave Propagation Model for DTV Signal Characteristic Analysis in Domestic Environment (국내 환경에서의 DTV 전파특성 분석을 위한 전파전파 모델 개발)

  • Kim, Yu-Mi;Lee, Sung-Soo;Bae, Seok-Hee;Rhee, Ill-Keun
    • Proceedings of the Korea Electromagnetic Engineering Society Conference
    • /
    • 2003.11a
    • /
    • pp.585-588
    • /
    • 2003
  • A development scheme for reliable radio-wave Propagation model of digital television (DTV) service, adequate to the domestic environment, is proposed in this paper. Throughout the analysis of several ITU-R recommendations on propagation models in DTV band, ITU-R P.1546, which is based on experimental data, has been selected as our basic model. This model has been programmed, not only to be directly used for engineering analysis, such as frequency assignment, licensing, interference analysis, and sharing frequency bands, but also to be applied for development of a propagation model adequate to the specific environment. Furthermore, the procedure of developing domestic propagation model for DTV service, combined with experimental data which is now being obtained, has been described in this paper.

  • PDF

Propagation Analysis Method in using 3D Ray Tracing Model in Wireless Cell Planning Software (무선망 설계툴에서 3 차원 광선 추적법을 이용한 전파해석 방법)

  • Shin, Young-Il;Jung, Hyun-Meen;Lee, Seong-Choon
    • 한국정보통신설비학회:학술대회논문집
    • /
    • 2007.08a
    • /
    • pp.251-255
    • /
    • 2007
  • In this paper, propagation analysis method in using 3D Ray Tracing propagation model in wireless cell planning is proposed. Through 3D Ray Tracing model, we can predict the distribution of propagation loss of the received signal. For correct and a low complex analysis, Quad Tree and Pre-Ordering and Hash Function algorithms are included in 3D Ray Tracing algorithm. And 3D Ray Tracing model is embodied in CellTREK that is developed by KT and used to plan Wibro system analysis. In CellTREK, propagation analysis is performed and that result is represented in 3D viewer. In numerical results, it is showed that the proposed scheme outperforms Modified HATA model when comparing with measurement data.

  • PDF

A Study on Propagation Path Characteristics of GPS Potential Jamming Signal Based on Spherical Ground Diffraction Loss

  • Ko, Kwang-Soob
    • Journal of the Korean Society of Marine Environment & Safety
    • /
    • v.19 no.3
    • /
    • pp.264-269
    • /
    • 2013
  • This paper is to investigate propagation path characteristics of GPS potential jamming signal. To do this, the spherical ground diffraction model is applied to the potential jamming scenario referred to the GPS jamming events occurred in recent years. The fundamental theory on the propagation path loss is discussed and a specific model is applied to several vehicles types which have own heights of antennas in order to compare their propagation path loss values at same 2-D location. The transmitting powers are appropriately given as the ordinary GPS jamming events. And then the received powers in dBW are obtained with given transmitting powers and the estimated total loss. The result of received jamming power at various locations due to the given scenario was distinct. For example, propagation loss values were estimated as -147 ~ -142dBW and -167 ~ -162dBW in $10^6W$ and $10^4W$, respectively. This computation result of the loss can be seriously considered with the tolerable jammer power against L1- C/A GPS receiver under any real jamming situations.

Development of a GNSS Signal Generator Considering Reception Environment of a Vehicle (이동체의 수신 환경을 고려한 GNSS 신호 생성기 개발)

  • Cho, Sung Lyong;Park, Chansik;Hwang, Sang Wook;Choi, Yun Sub;Lee, Ju Hyun;Lee, Sang Jeong;Pack, Jeong-Ki;Lee, Dong-Kook;Jee, Gyu-In
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.37C no.9
    • /
    • pp.811-820
    • /
    • 2012
  • GNSS signal is vulnerable to jamming signal because of well-known signal structure and weak signal power. For these reasons, the need for analysis of jamming effects and anti-jamming techniques of is increasing. In this paper, a GNSS signal generator is designed which includes a radio wave propagation model for six kind of tactical environments and a body masking model for the reception environment of a vehicle. The radio wave propagation model for downtown, rural, forest, coastline, waste land and snow or ice area is designed using two-ray model. The body masking model is designed the effect which the antenna is affected by the reception environment of a vehicle and radiation pattern from a user configuration. The performance of generated signals from the GNSS signal generator considering reception environment of a vehicle is evaluated by a commercial GPS L1 receiver(NordNav) in normal and jamming environment. Also, the generated GNSS signal is compared to a commercial GPS L1 H/W based RF signal generator(STR4500). The results show that the designed GNSS signal generator in a normal environment compared to the same navigation performance. In jamming environment, it is shown that the body masking effect and GNSS signal acquisition and tracking loss in compliance with the jamming signal are precisely working in the reception environment of a vehicle.

Implementation of Walfish-Ikegami Propagation Model in Wibro System (Wibro System에서의 Walfish-Ikegami 전파모델의 구현 및 검증)

  • Shin, Young-Il;Jung, Hyun-Meen;Lee, Seong-Choon
    • Proceedings of the IEEK Conference
    • /
    • 2008.06a
    • /
    • pp.337-338
    • /
    • 2008
  • In this paper, propagation analysis method in using Walfish-Ikegami propagation model in wireless cell planning is proposed. Through Walfish-Ikegami model, we can predict the distribution of propagation loss of the received signal. For correct and low complex analysis, quick LOS search method and path loss offset calibration using measured data are included in Walfish-Ikegami model. In CellTREK that is developed by KT, it is showed that the proposed model outperforms Modified HATA model when comparing with measured data in Wibro system.

  • PDF

Propagation characteristics of AE signal in the connection of GIS (GIS 결합부의 음향신호 전달특성)

  • 서판석;최남호;구경완;김종석;한상옥
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
    • /
    • 2001.07a
    • /
    • pp.311-314
    • /
    • 2001
  • This paper describes the simulation study, conducted on the propagation characteristics of AE signal in the connection of GIS. In the high voltage and large power system, the equipment with SF$\sub$6/ gas insulation which consists of the component part enclosed in the compressed gas has less affected by the environment than with air insulation. When the breakdown in the electric installation occurs, it takes much time to repair them though. Therefore it is very important to diagnose the propagation characteristics of AE signal in the GIS. So, in this investigation, we make a plane model of 362 kV GIS and modal and harmonic analysis to observe the vibro-acoustic property. Through the result of the analysis, we can make a further understanding on the vibro-acoustic characteristics of AE singnal in the connection of GIS.

  • PDF

Reference Particles-based LTE Base Station Positioning

  • Cho, Seong Yun;Kwon, Jae Uk
    • Journal of Positioning, Navigation, and Timing
    • /
    • v.10 no.3
    • /
    • pp.207-214
    • /
    • 2021
  • A new positioning technique for positioning of LTE base stations is proposed. The positioning information of the base station is absolutely necessary for model-based wireless positioning, and is required in some of the various merhodologies for estimating signals in an uncorrected area when construnting a database for fingerprinting-based positioning. Using the acquired location-based Reference Signal Received Power (RSRP) information to estimate the location of the base station, it is impossible with the existing trilateration methods. Therefore, in this paper, a method using reference particles is proposed. Particles are randomly generated in the application area, and signal propagation modeling is performed assuming that a base station is located in each particle. Based on this, the errors of measurements are calculated. The particle group with the minimum measurement errors is selected, the position of the base station is estimated through weighted summation, and the signal propagation model of the corresponding base station is built at the same time. The performance of the proposed technology is verified using data acquired in Seocho-dong, Seoul.

Analysis of Comparisons of Estimations and Measurements of Loran Signal's Propagation Delay due to Irregular Terrain (Loran 신호의 지형에 의한 전파 지연 예측 및 실측 비교 분석)

  • Yu, Dong-Hui
    • Journal of the Institute of Convergence Signal Processing
    • /
    • v.12 no.2
    • /
    • pp.107-112
    • /
    • 2011
  • Several developed countries have been developing their own satellite navigation systems, such as Europe's Galileo, China's BEIDOU, and Japan's QZSS, to cope with clock errors and signal vulnerabilities of GPS. In addition, modernization of Loran, eLoran, for GPS backup has been conducted. In Korea, a dependent navigation system has been required and for GPS backup, the need for utilization of time synchronization infrastructure through the modernization of Loran has been raised. Loran signal uses 100Khz groundwave. A significant factor limiting the ranging accuracy of the Loran signal is the ASF arising from the fact that the groundwave signal is likely to propagate over paths of varying conductivity and topography. Thus, an ASF compensation method is very important for Loran and eLoran navigation. This paper introduces the propagation delay model and then compares and analyzes the estimations from the propagation delay model and measured ASFs.

Propagation Delay Modeling and Implementation of DGPS beacon signal over the Spherical Earth

  • Yu, Dong-Hui;Weon, Sung-Hyun
    • Journal of information and communication convergence engineering
    • /
    • v.5 no.4
    • /
    • pp.295-299
    • /
    • 2007
  • This paper presents the ASF(Additional Secondary Factor) modeling of DGPS beacon signal. In addition to DGPS's original purpose, the feasibility to utilize DGPS system for timing and navigation has been studied. For timing and navigation, the positioning system must know the accurate time delay of signal traveling from the transmitter to receiver. Then the delay can be used to compute the user position. The DGPS beacon signal transmits the data using medium frequency, which travels through the surface and cause the additional delay rather than the speed of light according to conductivities and elevations of the irregular terrain. We introduce the modeling of additional delay(ASF) and present the results of implementation. The similar approach is Locan-C. Loran-C has been widely used as the maritime location system and was enhanced to E-Loran(Enhanced Loran). E-Loran system uses the ASF estimation method and is able to provide the more precise location service. However there was rarely research on this area in Korea. Hence, we introduce the ASF and its estimation model. With the comparison of the same condition and data from the original Monteath model and ASF estimation data of Loran system respectively, we guarantee that the implementation is absolutely perfect. For further works, we're going to apply the ASF estimation model to Korean DGPS beacon system with the Korean terrain data.