• Title/Summary/Keyword: Signal Processing Algorithm

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Nonlinear Deblurring Algorithm on Convex-Mirror Image for Reducing Occlusion (볼록거울 영상에서 일어나는 영상 겹침 극복을 위한 비선형적 디블러링 알고리즘)

  • Lee, In-Jung
    • The KIPS Transactions:PartA
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    • v.13A no.5 s.102
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    • pp.429-434
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    • 2006
  • A CCTV system reduces some number of cameras if we use convex-mirror. In this case, convex-mirror Image distorted, we need transformation to flat images. In the center of mirror images, a transformed image has no distortion, but at near boundary image has plentiful distortion. This distortion is caused by occlusion of angled ray and diffraction. We know that the linear filtering approach cannot separate noise from signal where their Fourier spectra overlap. But using a non-linear discretization method, we shall reduce blurred noise. In this paper, we introduce the backward solution of nonlinear wave equation for reducing blurred noise and biased expansion of equilibrium contour. We propose, after applying the introduced method, and calculate with discretization method. To analysis the experimental result, we investigate to PSNR and get about 4dB better than current method.

The establishment of Proactive Routing Selection and Maintenance Algorithms for Mobile Ad Hoc Networks (이동 Ad Hoc 네트워크에서 사전 활성화 라우팅 선택과 관리유지 알고리즘의 구축)

  • Cho, Young-Joo;Lee, Yeo-Jin;Chung, Il-Yong
    • The KIPS Transactions:PartC
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    • v.14C no.1 s.111
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    • pp.73-80
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    • 2007
  • In conventional on-demand mobile ad hoc routing algorithms, an alternate path is sought only after an active path is broken. It incurs a significant cost in terms of money and time in detecting the disconnection and establishing a new route. In this thesis, we propose proactive route selection and maintenance to conventional mobile ad hoc on-demand routing algorithms. The key idea for this research is to only consider a path break to be likely when the signal power of a received packet drops below an optimal threshold value and to generate a forewarning packet. In other words, if a path is lost with high probability, the neighboring node that may easily be cut off notifies the source node by sending a forewarning packet. Then the source node can initiate route discovery early and switched to a reliable path potentially avoiding the disconnection altogether. For the simulational study, network simulator(NS2) is used. The result of simulation shows that the algorithm significantly improves the performance of networks comparing to conventional on-demand routing protocols based on DSR and AODV in terms of packet delivery ratio, packet latency and routing overhead.

ENF based Detection of Forgery and Falsification of Digital Files due to Quadratic Interpolation (이차 보간에 따른 ENF 기반의 위변조 디지털 파일 탐지 기법)

  • Park, Se Jin;Yoon, Ji Won
    • Journal of KIISE
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    • v.45 no.3
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    • pp.311-320
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    • 2018
  • Recently, the use of digital audio and video as proof in criminal and all kinds of litigation is increasing, and scientific investigation using digital forensic technique is developing. With the development of computing and file editing technologies, anyone can simply manipulate video files, and the number of cases of manipulating digital data is increasing. As a result, the integrity of the evidence and the reliability of the evidence Is required. In this paper, we propose a technique for extracting the Electrical Network Frequency (ENF) through a grid of power grids according to the geographical environment for power supply, and then performing signal processing for peak detection using QIFFT. Through the detection algorithm using the standard deviation, it was confirmed that the video file was falsified with 73% accuracy and the forgery point was found.

Detection Scheme of Heart and Respiration Signals for a Driver of Car with a Doppler Radar (도플러 레이더 기반 차량 운전자의 심박 및 호흡 신호 검출 기법 연구)

  • Yun, Younguk;Lee, Jeongpyo;Kim, Jinmyung;Kim, Youngok
    • Journal of the Society of Disaster Information
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    • v.16 no.1
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    • pp.87-95
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    • 2020
  • Purpose: In this paper, we propose an algorithm for detecting respiratory rate and heart beat of a driver of car by exploiting Doppler radar, and verifying the feasibility of the study through experiments. Method: In this paper, we propose a weighted peak detection technique using peak frequency values. The tests are performed in stop-state and driving-state, and the experiment result is analyzed by two proposed algorithms. Result: The results showed more than 95% and 96% accuracy of respiratory and heart rate, respectively. It also showed more than 72% and 84% accuracy of those even for driving experiments. Conclusion: The proposed detection scheme for vital signs can be used for the safety of the driver as well as for prevention of a large size of car accidents.

The Redundancy Reduction Using Fuzzy C-means Clustering and Cosine Similarity on a Very Large Gas Sensor Array for Mimicking Biological Olfaction (생물학적 후각 시스템을 모방한 대규모 가스 센서 어레이에서 코사인 유사도와 퍼지 클러스터링을 이용한 중복도 제거 방법)

  • Kim, Jeong-Do;Kim, Jung-Ju;Park, Sung-Dae;Byun, Hyung-Gi;Persaud, K.C.;Lim, Seung-Ju
    • Journal of Sensor Science and Technology
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    • v.21 no.1
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    • pp.59-67
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    • 2012
  • It was reported that the latest sensor technology allow an 65536 conductive polymer sensor array to be made with broad but overlapping selectivity to different families of chemicals emulating the characteristics found in biological olfaction. However, the supernumerary redundancy always accompanies great error and risk as well as an inordinate amount of computation time and local minima in signal processing, e.g. neural networks. In this paper, we propose a new method to reduce the number of sensor for analysis by reducing redundancy between sensors and by removing unstable sensors using the cosine similarity method and to decide on representative sensor using FCM(Fuzzy C-Means) algorithm. The representative sensors can be just used in analyzing. And, we introduce DWT(Discrete Wavelet Transform) for data compression in the time domain as preprocessing. Throughout experimental trials, we have done a comparative analysis between gas sensor data with and without reduced redundancy. The possibility and superiority of the proposed methods are confirmed through experiments.

Simulation of Ladar Range Images based on Linear FM Signal Analysis (Linear FM 신호분석을 통한 Ladar Range 영상의 시뮬레이션)

  • Min, Seong-Hong;Kim, Seong-Joon;Lee, Im-Pyeong
    • Journal of Korean Society for Geospatial Information Science
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    • v.16 no.2
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    • pp.87-95
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    • 2008
  • Ladar (Laser Detection And Ranging, Lidar) is a sensor to acquire precise distances to the surfaces of target region using laser signals, which can be suitably applied to ATD (Automatic Target Detection) for guided missiles or aerial vehicles recently. It provides a range image in which each measured distance is expressed as the brightness of the corresponding pixel. Since the precise 3D models can be generated from the Ladar range image, more robust identification and recognition of the targets can be possible. If we simulate the data of Ladar sensor, we can efficiently use this simulator to design and develop Ladar sensors and systems and to develop the data processing algorithm. The purposes of this study are thus to simulate the signals of a Ladar sensor based on linear frequency modulation and to create range images from the simulated Ladar signals. We first simulated the laser signals of a Ladar using FM chirp modulator and then computed the distances from the sensor to a target using the FFT process of the simulated signals. Finally, we created the range image using the distances set.

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Bidirectional Charging/Discharging Digital Control System for Eco-friendly Capacitor Energy Storage Device Implemented by TMS320F28335 chip (TMS320F28335로 구현한 친환경 커패시터 전력저장장치의 양방향 디지털 제어 충/방전 시스템)

  • Lee, Jung-Im;Lee, Jong-Hyun;Jung, An-Yoel;Lee, Choon-Ho;Park, Joung-Hu;Jeon, Hee-Jong
    • The Transactions of the Korean Institute of Power Electronics
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    • v.15 no.3
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    • pp.188-198
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    • 2010
  • Recently, as the demand of the environmental-friendly energy storage system such as an electric double-layer condenser increases, that of the bidirectional charger/discharger for the systems also increases. However, when charging/discharging mode-change occurs, the charger/discharger employing a bi-directional DC-DC converter with a commercialized analog controller has a complex circuit scheme, and a poor transient response. On the other hand, if a single digital controller is used for the bi-directional mode, the system performances can be improved by application of an advanced power-processing algorithm. In the paper, an environmental-friendly power storage systems including an Electric Double Layer Capacitor(EDLC) banks were developed with a bi-directional buck-boost converter and a digital signal processor (TMS320F28335). A simulation test-bed was realized and tested by MATLAB Simulink, and the hardware experiment was performed which shows that the dynamic response was improved such as the simulation results.

Performance Comparison and Analysis of SC-FDMA Systems employing IB-DFE (IB-DFE를 적용한 SC-FDMA 시스템의 성능 비교 분석)

  • Cho, Jae-Deok;Ahn, Sang-Sik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.9C
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    • pp.906-914
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    • 2009
  • SC-FDMA is employed in the 3GPP-LTE standard as the uplink transmission scheme. SC-FDMA has advantages that the signal has a low PAPR property and a simple equalizer such as FD-LE can be implemented. But FD-LE has inferior performance to Hybrid-DFE composed of frequency-domain feedforward filter and time-domain feedback filter. Recently, several IB-DFE algorithms have been proposed to overcome the disadvantages of implementation and processing complexity of Hybrid-DFE and to obtain superior performance to FD-LE. In this paper, we apply several IB-DFE algorithms to 3GPP-LTE uplink system and compare their performance by calculating BER. We investigate the effects of channel estimation errors and Doppler shift on performance. Finally, by analyzing computational complexity of IB-DFEs, we present some criteria to choose appropriate algorithm and to decide the number of iterative processes.

Restoration for Speech Records Managed by the National Archives of Korea (국가기록원 음성 기록물의 복원과 분석)

  • Oh, Sejin;Kang, Hong-Goo
    • The Journal of the Acoustical Society of Korea
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    • v.32 no.3
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    • pp.269-278
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    • 2013
  • The speech recording of the National Archives of Korea contains very important traces which represent modern times of Korea. But the way to be recorded by analogue is easily contaminated as time goes by. So it has to be digitalized for management and services. Consequently, restoration method of distorted speech is needed. We propose the four classes for each distortion kind and apply restoration algorithms for the cases of speech level, stationary noise and abrupt noise. As a result, speech volume adjusts to -26 dBov for only on the speech region and SNR improves above 10dB. Especially, conventional way to remove the noise is almost impossible because we need to listen to all of them but it can be more effective by adaptation of auto restoration algorithm.

Novel Accuracy Enhancement Method for Absolute Temperature Measurement Using TEC-LESS Control in Uncooled Thermal Imaging (비냉각 열상시스템에서 TEC-Less를 이용한 절대온도 측정 정밀도 향상 기법)

  • Han, Joon Hwan
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.12
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    • pp.41-47
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    • 2012
  • Every object over $O^{\circ}K$ emits radiant energy based on its own temperature. Uncooled thermal imaging system displays the detected incident radiant energy as an image by signal processing. Recently, the uncooled thermal imaging system is applied to various areas such as medical, industrial, and military applications. Also, several researches are in progress to find new applications of the uncooled thermal imaging system. In this paper, we present effective method for controlling TEC-less detector in the uncooled thermal imaging system and also present the efficient control scheme for maximizing the accuracy of temperature measurement. The proposed scheme is to apply TEC-less and temperature detection algorithm in Uncooled thermal imaging system. In results of tests performed by using the actual chamber, we acquired images of better quality than the former system and temperature measurement accuracy was improved to less than $1^{\circ}C$.