• 제목/요약/키워드: PA Techniques

검색결과 85건 처리시간 0.021초

Precision Agriculture using Internet of Thing with Artificial Intelligence: A Systematic Literature Review

  • Noureen Fatima;Kainat Fareed Memon;Zahid Hussain Khand;Sana Gul;Manisha Kumari;Ghulam Mujtaba Sheikh
    • International Journal of Computer Science & Network Security
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    • 제23권7호
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    • pp.155-164
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    • 2023
  • Machine learning with its high precision algorithms, Precision agriculture (PA) is a new emerging concept nowadays. Many researchers have worked on the quality and quantity of PA by using sensors, networking, machine learning (ML) techniques, and big data. However, there has been no attempt to work on trends of artificial intelligence (AI) techniques, dataset and crop type on precision agriculture using internet of things (IoT). This research aims to systematically analyze the domains of AI techniques and datasets that have been used in IoT based prediction in the area of PA. A systematic literature review is performed on AI based techniques and datasets for crop management, weather, irrigation, plant, soil and pest prediction. We took the papers on precision agriculture published in the last six years (2013-2019). We considered 42 primary studies related to the research objectives. After critical analysis of the studies, we found that crop management; soil and temperature areas of PA have been commonly used with the help of IoT devices and AI techniques. Moreover, different artificial intelligence techniques like ANN, CNN, SVM, Decision Tree, RF, etc. have been utilized in different fields of Precision agriculture. Image processing with supervised and unsupervised learning practice for prediction and monitoring the PA are also used. In addition, most of the studies are forfaiting sensory dataset to measure different properties of soil, weather, irrigation and crop. To this end, at the end, we provide future directions for researchers and guidelines for practitioners based on the findings of this review.

디지털전관방송을 위한 통합믹서컨트롤러 개발 (Development of Integrated Mixer Controller for Digital Public Address)

  • 조주필;김관웅;김대익
    • 한국인터넷방송통신학회논문지
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    • 제17권1호
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    • pp.19-24
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    • 2017
  • 최근 IT기술의 발전을 근간으로 PA시스템에 IT기술이 접목된 혁신적인 제품들이 개발되고 있다. 본 논문에서는 디지털 전관방송을 위한 통합 믹서 컨트롤러를 제안하였다. 기존 디지털 전관방송을 구성하는 디지털믹서와 디지털 통합 컨트롤러의 기능을 포함한 통합믹서컨트롤러를 개발하였다. 개발된 통합믹서컨트롤러는 16개의 오디오입력채널과 8개의 출력채널을 가진 다채널 믹서 기능을 가진다. 그리고, 디지털오디오신호를 처리하기 위한 EQ, Matrix, Limiter을 가지고 있다. 또한, 개발된 컨트롤러는 믹서의 동작상태 모니터링과 전체 PA시스템을 제어하기 위한 인터넷 연결기능을 가진다.

의료용 광음향 단층촬영 원리와 의학적 응용 (Principles and Medical Applications of Biomedical Photoacoustic Tomography)

  • 송철규;유상훈;김도훈
    • 전기학회논문지
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    • 제60권6호
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    • pp.1209-1214
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    • 2011
  • Photoacoustics has been broadly studied in biomedicine, for both human and small animal tissues. Photoacoustics uniquely combines the absorption contrast of light or radio frequency waves with ultrasound resolution. Moreover, it is non-ionizing and non-invasive, and is the fastest growing new biomedical method, with clinical applications on the way. This paper provides a brief recap of recent developments in photoacoustics in biomedicine, from basic principles to applications. The emphasized areas include the new imaging modalities as well as translational research topics. A primary PA application in biomedicine is photoacoustic tomography (PAT). The past decade has seen fast developments in both theoretical reconstruction algorithms and innovative imaging techniques, and PAT has been implemented in imaging different tissues, from centimeter-large breast tumors to several micrometer-large single red blood cels (RBC). PAT now provides structural, functional and molecular imaging. Overall, PA techniques for biomedicine are maturing. They have been widely used to study both animal and human tissues. Recently, more and more research focuses on clinical applications. Commercialized PA systems are expected to be available in the near future, and wide clinical PA applications are foreseen.

Design of an Advanced CMOS Power Amplifier

  • Kim, Bumman;Park, Byungjoon;Jin, Sangsu
    • Journal of electromagnetic engineering and science
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    • 제15권2호
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    • pp.63-75
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    • 2015
  • The CMOS power amplifier (PA) is a promising solution for highly-integrated transmitters in a single chip. However, the implementation of PAs using the CMOS process is a major challenge because of the inferior characteristics of CMOS devices. This paper focuses on improvements to the efficiency and linearity of CMOS PAs for modern wireless communication systems incorporating high peak-to-average ratio signals. Additionally, an envelope tracking supply modulator is applied to the CMOS PA for further performance improvement. The first approach is enhancing the efficiency by waveform engineering. In the second approach, linearization using adaptive bias circuit and harmonic control for wideband signals is performed. In the third approach, a CMOS PA with dynamic auxiliary circuits is employed in an optimized envelope tracking (ET) operation. Using the proposed techniques, a fully integrated CMOS ET PA achieves competitive performance, suitable for employment in a real system.

전기발광 고분자의 이광자흡수특성 : 광발광 및 광전도 특성 (Two photon absorption of electroluminescent polymer : Photoluminescence and photoconductivity studies)

  • Lee, Geon-Joon;Jeon, Seung-Joon;Kim, Kyung-Kon;Jin, Jung-Il;Kang, Han-Saem;Joo, Jin-Soo
    • 한국광학회:학술대회논문집
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    • 한국광학회 2001년도 제12회 정기총회 및 01년도 동계학술발표회
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    • pp.228-229
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    • 2001
  • Electroluminescent polymers have attracted considerable attention due to possible applications as large-area light-emitting displays. There have been many efforts to improve the electroluminescent efficiency. To design the polymer with high efficiency, it is necessary to understand the luminescent mechanism. In this report, we have investigated two-photon absorption(2PA) characteristics of highly efficient electroluminescent polymer using various techniques such as nonlinear transmission, 2PA-induced photoluminescence(2PA-PL) and 2PA-induced photoconductivity(2PA-PC). (omitted)

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모바일 PST를 위한 효율적 PA 기법 설계 및 구현 (Design and Implementation of Efficient PA Technology for Mobile PST)

  • 심재성;박석천
    • 한국정보통신학회논문지
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    • 제18권12호
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    • pp.3049-3054
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    • 2014
  • PST는 제품 컨설팅을 위해 제품 카탈로그를 시스템화 한 것으로 대다수의 모바일 PST(Premium Sales Tool)는 DA(Dynamic Allocation)기법을 사용한다. 그러나 모바일 기기는 수용할 수 있는 자원이 한정되어 있어 고해상도의 콘텐츠를 연속적으로 질의 할 경우 요청한 리소스가 대기상태로 쌓여 CPU의 과부하가 발생할 수 있다. 따라서 본 논문에서는 사용자의 제스처에 따라 페이지 할당과 해제를 주기적으로 제공함으로써 부하 발생에 대한 문제를 개선하여 향상된 PST 시스템을 설계 및 구현하였다. 구현한 시스템의 성능을 테스트 한 결과 기존 DA 기반 시스템 보다 제안한 PA(Pattern Allocation) 기반 시스템이 페이지 할당과 해제 빈도수에 대한 부하가 평균 약 78%의 감소율을 보였으며, CPU 점유율은 평균 약72% 감소한 것을 확인하였다.

Primary Aldosteronism and Cerebrovascular Diseases

  • Chen, Zheng-Wei;Hung, Chi-Sheng;Wu, Vin-Cent;Lin, Yen-Hung;TAIPAI study group
    • Endocrinology and Metabolism
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    • 제33권4호
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    • pp.429-434
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    • 2018
  • As diagnostic techniques have advanced, primary aldosteronism (PA) has emerged as the most common cause of secondary hypertension. The excess of aldosterone caused by PA resulted in not only cardiovascular complications, including coronary artery disease, myocardial infarction, arrhythmia, and heart failure, but also cerebrovascular complications, such as stroke and transient ischemic attack. Moreover, PA is associated more closely with these conditions than is essential hypertension. In this review, we present up-to-date findings on the association between PA and cerebrovascular diseases.

Blood clot stabilization after different mechanical and chemical root treatments: a morphological evaluation using scanning electron microscopy

  • Stefanini, Martina;Ceraolo, Edoardo;Mazzitelli, Claudia;Maravic, Tatjana;Sangiorgi, Matteo;Zucchelli, Giovanni;Breschi, Lorenzo;Mazzoni, Annalisa
    • Journal of Periodontal and Implant Science
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    • 제52권1호
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    • pp.54-64
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    • 2022
  • Purpose: This in vitro study was conducted to evaluate the effects of different debridement techniques and conditioning procedures on root surface morphology and blood clot stabilization. Methods: Two debridement techniques (curette [CU] vs. high-speed ultrasound [US]) and 2 conditioning procedures (ethylenediaminetetraacetic acid [EDTA] and phosphoric acid [PA]) were used for the study. Seven experimental groups were tested on root surfaces: 1) no treatment (C); 2) CU; 3) US; 4) CU+EDTA; 5) US+EDTA; 6) CU+PA; and 7) US+PA. Three specimens per group were observed under scanning electron microscopy (SEM) for surface characterization. Additional root slices received a blood drop, and clot formation was graded according to the blood element adhesion index by a single operator. Data were statistically analyzed, using a threshold of P<0.05 for statistical significance. Results: The C group displayed the most irregular surface among the tested groups with the complete absence of blood traces. The highest frequency of blood component adhesion was shown in the CU+EDTA group (P<0.05), while no differences were detected between the CU, US+EDTA, and CU+PA groups (P<0.05), which performed better than the US and US+PA groups (P<0.05). Conclusions: In this SEM analysis, EDTA and conventional manual scaling were the most efficient procedures for enhancing smear layer removal, collagen fiber exposure, and clot stabilization on the root surface. This technique is imperative in periodontal healing and regenerative procedures.

Comparison of plan dosimetry on multi-targeted lung radiotherapy: A phantom-based computational study using IMRT and VMAT

  • Khan, Muhammad Isa;Rehman, Jalil ur;Afzal, Muhammad;Chow, James C.L.
    • Nuclear Engineering and Technology
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    • 제54권10호
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    • pp.3816-3823
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    • 2022
  • This work analyzed the dosimetric difference between the intensity modulated radiotherapy (IMRT), partial/single/double-arc volumetric modulated arc therapy (PA/SA/DA-VMAT) techniques in treatment planning for treating more than one target of lung cancer at different isocenters. IMRT and VMAT plans at different isocenters were created systematically using a Harold heterogeneous lung phantom. The conformity index (CI), homogeneity index (HI), gradient index (GI), dose-volume histogram and mean and maximum dose of the PTV were calculated and analyzed. Furthermore, the dose-volume histogram and mean and maximum doses of the OARs such as right lung, contralateral lung and non GTV were determined from the plans. The IMRT plans showed the superior target dose coverage, higher mean and maximum values than other VMAT techniques. PA-VMAT technique shows more lung sparing and DA-VMAT increases the V5/10/20 values of contralateral lung than other VMAT and IMRT techniques. The IMRT technique achieves highly conformal dose distribution to the target than other VMAT techniques. Comparing to the IMRT plans, the higher V5/10/20 and mean lung dose were observed in the contralateral lung in the DA-VMAT.

W-CDMA 단말기용 고효율 다중 모드 Balanced 전력증폭기 (A Highly Efficient Multi-Mode Balanced Power Amplifier for W-CDMA Handset Applications)

  • 김운하;박성환;박홍종;권영우;김정현
    • 한국전자파학회논문지
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    • 제23권5호
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    • pp.606-612
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    • 2012
  • W-CDMA 단말기에 적용 가능한 고효율 다중 모드 balanced 전력증폭기 구조를 제안하였다. 제안된 전력증폭기는 2단 증폭기로 구성되었고, 낮은 전력 영역 및 중간 전력 영역에서 효율을 증가시키기 위해 stage-bypass 기법과 부하 임피던스 스위칭 기법이 적용되었다. 이를 통해 4가지의 고효율 전력 모드를 구현하였으며, 제안된 구조를 실험적으로 검증하기 위해 GaAs HBT 전력증폭기를 설계 및 제작하였고, 측정하였다.