• Title/Summary/Keyword: 거리 추정

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Multi-Modal User Distance Estimation System based on Mobile Device (모바일 디바이스 기반의 멀티 모달 사용자 거리 추정 시스템)

  • Oh, Byung-Hun;Hong, Kwang-Seok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.2
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    • pp.65-71
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    • 2014
  • This paper present the multi-modal user distance estimation system using mono camera and mono microphone basically equipped with a mobile device. In case of a distance estimation method using an image, we is estimated a distance of the user through the skin color region extraction step, a noise removal step, the face and eyes region detection step. On the other hand, in case of a distance estimation method using speech, we calculates the absolute difference between the value of the sample of speech input. The largest peak value of the calculated difference value is selected and samples before and after the peak are specified as the ROI(Region of Interest). The samples specified perform FFT(Fast Fourier Transform) and calculate the magnitude of the frequency domain. Magnitude obtained is compared with the distance model to calculate the likelihood. We is estimated user distance by adding with weights in the sorted value. The result of an experiment using the multi-modal method shows more improved measurement value than that of single modality.

Performance of a Passive Ranging by Using Dual Focused Beamformers (이중 초점 빔 형성기를 사용한 수동형 거리 추정 기법의 성능)

  • 김준환;양인식;김기만;오원천;김인익;천승용
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.2
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    • pp.52-57
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    • 2001
  • The passive ranging estimation techniques using a focused beamformer have been studied under the water. It is well known that the passive ranging estimation method using a focused beamformer is excellently evaluated. Among these, the passive ranging sonar is known to have a good performance under low signal-to-noise. ratio. However, its performance is degraded in multi-source environments. In this paper, we proposed the technique using dual focused beamformers to estimate the range. And when the sampling frequency is low, it is very difficult to steer the focused beam to the desired direction, as a result of this, the low performance occurs because of a distorted beam pattern. In this paper, we study the effect of sampling rate on passive ranging by using focused beamformer. And we verified the performance of the proposed method via computer simulation.

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Ranging Algorithm of Underwater Acoustic Wave with Look-up Table (Look-up table을 이용한 수중 음향파 거리 추정 알고리즘)

  • Cheon, Ju-Hyun;Moon, Seung-Hyun;Lee, Ho-Kyoung
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.4
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    • pp.23-29
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    • 2015
  • In this paper, we introduce a underwater ranging algorithm with Look-up Table (LUT) by modifying the existing method which is using the changes of angles of accoustic rays with SSP (Sound Speed Profile). We compare the horizontal distance errors and the calculation times. Our new algorithm exploits Time of Arriva l(ToA) - horizontal distance table based on SSP. This algorithm offers faster calculation speed than the previous one with the slight increase of the distance estimation error.

Distance Estimation Between Vanishing Point and Moving Object (소실점과 움직임 객체간의 거리 추정)

  • Kim, Dong-Wook
    • The Journal of the Korea institute of electronic communication sciences
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    • v.6 no.5
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    • pp.637-642
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    • 2011
  • In this paper, a new technique to estimate the distances between a vanishing point and moving objects is proposed. A vanishing point for an input image is estimated and it use to extract distance form the vanishing point to a moving object. Using the obtained distances, moving objects is extracted. In simulation results, several performances for a test image sequnce is shown.

Improvement of Muzzle Localization Using Linear Microphone Array (선형마이크로폰 어레이를 이용한 총구 거리 추정 개선 방법)

  • Jung, Seong-Woo;Kim, Yang-Hann
    • The Journal of the Acoustical Society of Korea
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    • v.34 no.1
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    • pp.60-65
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    • 2015
  • In this paper, we used the sound of gunshots recorded by multiple microphones to increase the accuracy of the calculation of the distance between sniper and the microphone array. This method is crucial for achieving military objectives. Gunshots are comprised of the explosion of driving gas from the muzzle and the supersonic shock wave from the flying bullet. The original distance calculation method compares the time difference of arrival and angle of incidence to estimate the sniper's location. The disadvantage of this method is that when the angles of incidence coincide the margin of error increases, to solve this problem we suggest a new method using the characteristic changes of the shock wave with the increase of perpendicular distance between the microphone and the trajectory of the bullet. This theory is verified by experiments.

High-Precision Ranging Scheme based on Multipath Delay Analysis in IR-UWB systems (IR-UWB 시스템에서 다중경로 지연시간 분석을 통한 고 정밀 거리추정)

  • Jeon, In-Ho;Kim, Young-Ok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.9C
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    • pp.778-785
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    • 2010
  • This paper proposes a high-precision ranging scheme based on channel estimation technique and multipath delay analysis in IR-UWB systems. When the IR-UWB signal is transmitted and received, the high-precision ranging is estimated with the time-of-arrival information of the signal. In the proposed scheme, the channel estimation process with the minimum mean square error technique or zero forcing technique is performed and the overlapped multipath within the pulse is analyzed with matrix pencil (MP) algorithm to achieve the ranging accuracy of centimeters. The performance of proposed scheme is evaluated with various IEEE 802.15.4a channel models and the relationship between the ranging performance and the computational complexity is analyzed in terms of the MP parameter values.

Ranging Enhancement using Frequency Offset Compensation in High Rate UWB (고속 UWB에서 주파수 편이 보상을 사용한 거리추정 성능향상)

  • Nam, Yoon-Seok;Jang, Ik-Hyeon
    • The KIPS Transactions:PartC
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    • v.16C no.2
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    • pp.229-236
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    • 2009
  • UWB signal with high resolution capability can be used to estimate ranging and positioning in wireless personal area networks. The clock frequency differences of nodes have serious affects on asynchronous ranging methods to estimate locations of mobile nodes. The specification of high rate UWB describes successive TWR method with the estimation of a relative clock frequency offset. In this paper, we complete the ranging equations using relative frequency offset and time information, and propose a method to estimate the exact frequency offsets. We evaluate the ranging algorithms with simulation. The results show that the performances of the algorithms using frequency offsets are very close without noise. But, at noise environment, the method of exact frequency offsets shows better performance than that of relative frequency offsets.

Analysis of array invariant-based source-range estimation using a horizontal array (수평 배열을 이용한 배열 불변성 기반의 음원 거리 추정 성능 분석)

  • Gu, Hongju;Byun, Gihoon;Byun, Sung-Hoon;Kim, J.S.
    • The Journal of the Acoustical Society of Korea
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    • v.38 no.2
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    • pp.231-239
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    • 2019
  • In sonar systems, the passive ranging of a target is an active research area. This paper analyzed the performance of passive ranging based on an array invariant method for different environmental and sonar parameters. The array invariant developed for source range estimation in shallow water. The advantages of this method are that detailed environmental information is not required, and the real-time ranging is possible since the computational burden is very small. Simulation was performed to verify the algorithm. And this method is applied to sea-going experimental data in 2013 near Jinhae port. This study shows the performance of ranging for source orientation, transmission signal length, and length of a receiver through numerical simulation experiments. Also, the results using nested array and uniform line arrays are compared.

Distance Estimation Using Convolutional Neural Network in UWB Systems (UWB 시스템에서 합성곱 신경망을 이용한 거리 추정)

  • Nam, Gyeong-Mo;Jung, Tae-Yun;Jung, Sunghun;Jeong, Eui-Rim
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.10
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    • pp.1290-1297
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    • 2019
  • The paper proposes a distance estimation technique for ultra-wideband (UWB) systems using convolutional neural network (CNN). To estimate the distance from the transmitter and the receiver in the proposed method, 1 dimensional vector consisted of the magnitudes of the received samples is reshaped into a 2 dimensional matrix, and by using this matrix, the distance is estimated through the CNN regressor. The received signal for CNN training is generated by the UWB channel model in the IEEE 802.15.4a, and the CNN model is trained. Next, the received signal for CNN test is generated by filed experiments in indoor environments, and the distance estimation performance is verified. The proposed technique is also compared with the existing threshold based method. According to the results, the proposed CNN based technique is superior to the conventional method and specifically, the proposed method shows 0.6 m root mean square error (RMSE) at distance 10 m while the conventional technique shows much worse 1.6 m RMSE.

Performance of UWB Ranging in Multipath and Multiuser Environments (다중경로 다중사용자 환경에서의 초광대역 거리추정의 성능 분석)

  • Lee Joon-Yong;Yoo Sungyul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.12C
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    • pp.1125-1132
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    • 2005
  • Ultra-wideband (UWB) ranging poses a set of time delay estimation problems for designers. The possibility of a large error can be a challenging problem for accurate ranging and positioning. An approximate analysis of large error performance of UWB ranging in multipath and multiuser environments is posed. Both analytical and experimental approaches are taken to evaluate the large error variance in a correlation-based serial search scenario.