• Title/Summary/Keyword: 로파

Search Result 13, Processing Time 0.024 seconds

Lofargram analysis and identification of ship noise based on Hough transform and convolutional neural network model (허프 변환과 convolutional neural network 모델 기반 선박 소음의 로파그램 분석 및 식별)

  • Junbeom Cho;Yonghoon Ha
    • The Journal of the Acoustical Society of Korea
    • /
    • v.43 no.1
    • /
    • pp.19-28
    • /
    • 2024
  • This paper proposes a method to improve the performance of ship identification through lofargram analysis of ship noise by applying the Hough Transform to a Convolutional Neural Network (CNN) model. When processing the signals received by a passive sonar, the time-frequency domain representation known as lofargram is generated. The machinery noise radiated by ships appears as tonal signals on the lofargram, and the class of the ship can be specified by analyzing it. However, analyzing lofargram is a specialized and time-consuming task performed by well-trained analysts. Additionally, the analysis for target identification is very challenging because the lofargram also displays various background noises due to the characteristics of the underwater environment. To address this issue, the Hough Transform is applied to the lofargram to add lines, thereby emphasizing the tonal signals. As a result of identification using CNN models on both the original lofargrams and the lofargrams with Hough transform, it is shown that the application of the Hough transform improves lofargram identification performance, as indicated by increased accuracy and macro F1 scores for three different CNN models.

Description of the Megalopal Stage of Orithyia sinica (Decapoda: Brachyura: Orithyiidae) reared in the Laboratory (범게, Orithyia sinica (Decapoda: Brachyura: Orithyiidae)의 메갈로파 유생기의 형태학적 연구)

  • Kim, Mi-Hyang;Kim, Hye-Seon;Park, Won-Gyu;Choi, Jung-Wha
    • Journal of Fisheries and Marine Sciences Education
    • /
    • v.26 no.2
    • /
    • pp.437-443
    • /
    • 2014
  • 실험실에서 사육된 범게(Orithyia sinica) 의 메갈로파 유생을 형태적으로 기술하고, 근연과에 속한 메갈로파 유생들과 형태적인 특징들을 비교 하였다. 범게(O. sinica) 의 메갈로파기는 근연과에 속한 메갈로파들과 다음과 같은 면에서 비교 구분되었다: 갑각은 그 폭이 길이보다 약간 길며 옆으로 2개의 가시가 있고, 다섯 번째 보각의 발가락마디 끝에 긴 강모가 없으며, 꼬리는 매끈하고 그 끝이 약간 오목하였다.

Megalopal stages of three Pugettia species (Crustacea : Decapoda : Majidae) reared in the laboratory (물맞이게속(갑각강: 십각목: 물맞이게과) 3종의 메갈로파 유생)

  • 고현숙;황상구
    • Animal Systematics, Evolution and Diversity
    • /
    • v.13 no.4
    • /
    • pp.261-270
    • /
    • 1997
  • The megalopae of Pugettia quadridens quadridens (De Haan, 1850), P. quadridens intermedia Sakai, 1938, and P. marissinica Takeda and Miyake, 1972 were obtainded in the laboratory. They are described and illustrated in detail. The megalopal morphology of these three Pugettia species in compared with other Epialtinae megalopae. P. marissinica is quite ditterent from P. quadrides intermedia and P. quadridens quadridens. P. quadridens intermedia and P. quadridens. quadridens are very closely resemble to each other.

  • PDF

LOFAR/DEMON grams compression method for passive sonars (수동소나를 위한 LOFAR/DEMON 그램 압축 기법)

  • Ahn, Jae-Kyun;Cho, Hyeon-Deok;Shin, Donghoon;Kwon, Taekik;Kim, Gwang-Tae
    • The Journal of the Acoustical Society of Korea
    • /
    • v.39 no.1
    • /
    • pp.38-46
    • /
    • 2020
  • LOw Frequency Analysis Recording (LOFAR) and Demodulation of Envelop Modulation On Noise (DEMON) grams are bearing-time-frequency plots of underwater acoustic signals, to visualize features for passive sonar. Those grams are characterized by tonal components, for which conventional data coding methods are not suitable. In this work, a novel LOFAR/DEMON gram compression algorithm based on binary map and prediction methods is proposed. We first generate a binary map, from which prediction for each frequency bin is determined, and then divide a frame into several macro blocks. For each macro block, we apply intra and inter prediction modes and compute residuals. Then, we perform the prediction of available bins in the binary map and quantize residuals for entropy coding. By transmitting the binary map and prediction modes, the decoder can reconstructs grams using the same process. Simulation results show that the proposed algorithm provides significantly better compression performance on LOFAR and DEMON grams than conventional data coding methods.

Complete Larval Development of Gaillardiellus orientalis (Odhner, 1925) (Crustacea : Decapoda: Xanthidae) Reared in the Laboratory (털부채게 (갑각 강: 십각 목: 부채게 과)의 유생 발생)

  • 고현숙
    • Animal Systematics, Evolution and Diversity
    • /
    • v.15 no.1
    • /
    • pp.51-65
    • /
    • 1999
  • Gaillardiellus orientalis (Odhner, 1925) has been reared in the laboratory, form hatching to the first young crab stage at $25^{\circ}C$. The four zoeal stages and one megalopal stage are described and illustrated in detail. Within the subfamily Actaeinae, the zoea of G. orientalis differs from the other known zoeae in the characteristics of the antenna and the telson.

  • PDF

Research on Synthesis of Radiation Noise from Moving Target (이동하는 표적의 방사소음 합성기법 연구)

  • 배재휘
    • Journal of the Korea Institute of Military Science and Technology
    • /
    • v.3 no.1
    • /
    • pp.58-65
    • /
    • 2000
  • A target signal simulation method for passive sonar systems is introduced. The method uses multirate signal processing techniques to simulate moving target signals in the multi-path sound propagation environment by introducing Lloyd's mirror and Doppler effect. Time and frequency variation of target signal due to the target maneuvering is also considered to provide realistic ship signatures in the LOFAR gram so that the simulated target is used for sonar operator training. Synthesized target characteristics is analyzed and compared with real target signal in terms of interference pattern and frequency variation in the LOFAR gram.

  • PDF

A Study of Perturbed Electromagnetic Waves in Rectangular Waveguide Filled with atransversely magnetized Semiconductor (정자계를 가한 반도체를 갖는 도파관내의 전자파이동에 관한 연구)

  • 양인응;진연강
    • Journal of the Korean Institute of Telematics and Electronics
    • /
    • v.11 no.2
    • /
    • pp.12-21
    • /
    • 1974
  • Perturbation thorpe for quantum mechanics is extended to the derivation of a power equation for microwave propagation in a rectangular waveguiad filled with N-type silicon which is transversely magnetized. This approximation evolves in a unified manner from the eigenvalue formulation of maxwell's equation wherein the wave numbers are tthe eigenvalues of a linear operator. TE10 wave at 9.61GHz is employed for the experimental investigation of the microwave propagation through a transversely magnetized semiconductor. Results from first order perturbation agree well with the experiment where the bridge method using two Magic Tees is employed.

  • PDF

Development of Matrix for the Immobilization of High Level Radioactive Waste : Study on the Synthesis of Ce-pyrochlore (고준위 핵페기물의 고정화를 위한 메트릭스 개발 : Ce파이로클로어 합성 연구)

  • ;;;Yudintsev, S. V²
    • Economic and Environmental Geology
    • /
    • v.35 no.2
    • /
    • pp.97-102
    • /
    • 2002
  • Ce-pyrochlore (CaCe $Ti_2 $O_7)was synthesized to study its properties and phase relations in CaO-Ce $O_2$-Ti $O_2$ system because Ce-pyrochlore was known as a promising material for the immobilization of radioactive actinide. The samples were prepared from the high purity starling materials under the pressure of 200~400 kg/$\textrm{cm}^2$ at room temperature, and annealed at 1000~ 150$0^{\circ}C$. The Synthesized samples were analysed and indentified with XRD and SEM/EDS methods. The optimal formation condition of Ce-pyrochlore was at 130$0^{\circ}C$ under $O_2$ atmosphere and the chemical composition of it wasCa$Ca_{1-x}Ti_{2-y}O_{7-x-2y}$(x=0.03-0.05, y=0.02~0.04) At temperature between 130$0^{\circ}C$ 140$0^{\circ}C$, Ce-pyrochlore underwent rapidly the incongruent decomposition to perovskite. Ce-perovskite, a partial solid solution between perovskite and loparite (C $e_{0.66}$Ti $O_3$), was observed as a major phase above 140$0^{\circ}C$.>.

PROPAGATION OF THE BLUE CRAB, PORTUNUS TRITUBERCULATUS (MIERS) (꽃게 Portunus trituberculatus (MIERS)의 종묘 생산에 관한 연구)

  • PYEN Choong-Kyu
    • Korean Journal of Fisheries and Aquatic Sciences
    • /
    • v.3 no.3
    • /
    • pp.187-198
    • /
    • 1970
  • The author succeeded in rearing the young blue crab from the first stage of zoe ato the true crab shape, and during this time he observed their growth and metamorphosis. The relationships between the number of eggs carried by female crabs (E) and the carapace width (C) and body weight (W) are shown as follows: E= 27.9049C-281.8155, E=0.5682 W-116.4606. There are five zoeal stages and a megalopa in the complete larval development of the blue crab. Water temperature in rearing aquaria ranged from 21.4 to $25.2^{\circ}C$. The duration of each zoeal stage was two days on the average. After the fifth moulting, the zoea becomes megalopa and 5 to 6 days later the megalopa moults and develops into the first stage of adult crab shape. The carapace width of megalopa measured about 1.70 mm and the carapace length, from the tip of the rostrum to the posterior dorsal margin of the carapace, was about 2.78 mm on the average. The carapace width and length of the first crab, 18 days after hatching, measured about 4.48 mm and 2.62 mm respectively. After two days, the first crab moulted and grew into the second crab with about 6.47 mm in carapace width and 4.66 mm in carapace length. The larval rearing in the outdoor tank shelved better results than in the indoor aquarium. The highest mortality occurred when the first stage of zoea moulted into the second stage. Percentage of crabs which survived, from the first crab to the ninth crab stages, was about $55\%$. The relationships between rearing days (D) and the carapace width (C), carapace length (L) and body weight (W) of the crab stages during 40 days of rearing are shown as follows. Carapace width, Indoor: C=1.1250D+1.7227 Outdoor C=1.3465D -0.2449 Carapace length, Indoor: L=0.6654D+1.6712 Outdoor: L=0.7893D+0.6919 Body Weight, Outdoor: $$W=1.15e^{0.12423D}$$ Indoor: $$W=6.759\times10^{-2}D^{1.2598}$$ (9-19 day old crabs) Outdoor: $$W=4.136\times10^{-2}D^{1.6024}$$ (21-40 day old crabs) During the crab stage, the following relationships between the number of moulting times and the carapace width (C), carapace length (L) and body weight (W) were found as follows: $$C=5.2e^{0.28119N}$$ $$L=3.65e^{0.26372N}$$ $$W= 0.14e^{0.7037N}$$ The relationships between the carapace length (L) and the carapace width (C) and body weight (W) of the crab stages are shown as follows: Carapace length, mm Formula 2.62-27.17 L=1.6864C-1.0387 7.47-18.53 $$W=9.367\times10^{-5}C^{3.5567}$$ 22.11-27.17 $$W=3.406\times10^{-5}C{3.8571}$$

  • PDF

Consequence Analysis for Fire and Explosion Accidents in Propylene Recovery Process (프로필렌 회수공정에서 화재 및 폭발 사고의 피해영향 해석)

  • Han, Seong-Hwan;Lee, Hern-Chang;Park, Kyoshik;Kim, Tae-Ok
    • Journal of the Korean Institute of Gas
    • /
    • v.18 no.1
    • /
    • pp.52-60
    • /
    • 2014
  • This study aims to suggest risk management plan including safety measures through hazard identification followed by consequence analysis in petrochemical plants. Consequence analysis was performed through practical release scenario by using PHAST RISK(ver. 6.7) software in the propylene recovery process(PRP). As results, consequences by fire or explosion accidents in the depropanizer zone, deethanizer zone and heat pump zone were relatively larger than other else zones among six process zones in the PRP. In the case of jet fire, it is recommendable not to install residence building within 200 m of the process zone. Additionally, process zones having large inventory or high pressure must be prevented from accidents and required to establish quick response against accidents.