• 제목/요약/키워드: Sensing Property

검색결과 287건 처리시간 0.022초

STABLE AND ROBUST ℓp-CONSTRAINED COMPRESSIVE SENSING RECOVERY VIA ROBUST WIDTH PROPERTY

  • Yu, Jun;Zhou, Zhiyong
    • 대한수학회지
    • /
    • 제56권3호
    • /
    • pp.689-701
    • /
    • 2019
  • We study the recovery results of ${\ell}_p$-constrained compressive sensing (CS) with $p{\geq}1$ via robust width property and determine conditions on the number of measurements for standard Gaussian matrices under which the property holds with high probability. Our paper extends the existing results in Cahill and Mixon from ${\ell}_2$-constrained CS to ${\ell}_p$-constrained case with $p{\geq}1$ and complements the recovery analysis for robust CS with ${\ell}_p$ loss function.

A mono-material tactile sensor with multi-sensing properties

  • Shida, Katsunori;Yuji, Junnichiro
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
    • /
    • pp.587-592
    • /
    • 1994
  • To realize artificial device with sensing ability of the human skin, a mono-material tactile sensor with three sensing functions made of some elastic thin electro-conductive rubber sheet with eight latticed patch elements is proposed. This trial sensor provides the information of three kinds of model material characteristics such as thermal property, hardness property and the surface situation of materials by setting up three kinds of surface models as test materials. It can be finally expected to estimate unknown model materials by analyzing the data of the sensor.

  • PDF

Oblique Iterative Hard Thresholding 알고리즘을 이용한 압축 센싱의 보장된 Sparse 복원 (Guaranteed Sparse Recovery Using Oblique Iterative Hard Thresholding Algorithm in Compressive Sensing)

  • 응웬뚜랑녹;정홍규;신요안
    • 한국통신학회논문지
    • /
    • 제39A권12호
    • /
    • pp.739-745
    • /
    • 2014
  • 압축 센싱에서 측정 행렬 A의 3s-Restricted Isometry Constant가 1/2 혹은 $1/\sqrt{3}$보다 작다면 모든 s-Sparse 벡터 $x{\in}R^N$는 측정 벡터 y=Ax 또는 잡음이 섞인 벡터 y=Ax+e로부터 Iterative Hard Thresholding (IHT) 알고리즘에 의해 복원될 수 있다. 하지만, 이러한 복원은 신호 획득 기법의 특정한 가정 하에서 실질적인 알고리즘들에 의해 보장된다. 복원을 위한 핵심적인 가정 중에 하나는 측정 행렬이 Restricted Isometry Property (RIP)를 만족해야만 하는 것인데, 이 조건은 압축 센싱의 실제 응용 환경에서 종종 만족되지 않는다. 본 논문에서는 이방성 (Anisotropic) 경우에서 Restricted Biorthogonality Property (RBOP)로 불리는 RIP의 일반화와 Oblique Pursuit으로 불리는 새로운 복구 알고리즘들을 분석한다. 또한, IHT 알고리즘들을 위해 Restricted Biorthogonality Constant의 관점에서 성공적인 Sparse 신호 복원에 대한 분석을 제시한다.

A Study on Index of Vegetation Surface Roughness using Multiangular Observation

  • Konda, Asako;Kajiwara, Koji;Honda, Yoshiaki
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
    • /
    • pp.673-678
    • /
    • 2002
  • A satellite remote sensing is useful for vegetation monitoring. But it has some problem. One of these, it is difficult to find a difference of vegetation surface roughness using satellite remote sensing. Each vegetation type has unique surface roughness, for example needle leaves forest, broad leaves forest and grassland. Difference of vegetation surface roughness can be detected by satellite multiangular observation. In this study, objective is to propose index of vegetation surface roughness using BRF property. General vegetation indices are calculated from nadir data of satellite data. A proposed index is calculated from two different observation zenith angle data. Two different zenith data can provide BRF (Bi-directional Reflectance Factor) property of satellite observation data. A proposed index was able to detect different value on where NDVI shows similar high value areas of rice field and forest. This index is useful for vegetation monitoring.

  • PDF

Position estimation and control of SMA actuators based on electrical resistance measurement

  • Song, Gangbing;Ma, Ning;Lee, Ho-Jun
    • Smart Structures and Systems
    • /
    • 제3권2호
    • /
    • pp.189-200
    • /
    • 2007
  • As a functional material, shape memory alloy (SMA) has attracted much attention and research effort to explore its unique properties and its applications in the past few decades. Some of its properties, in particular the electrical resistance (ER) based self-sensing property of SMA, have not been fully studied. Electrical resistance of an SMA wire varies during its phase transformation. This variation is an inherent property of the SMA wire, although it is highly nonlinear with hysteresis. The relationship between the displacement and the electrical resistance of an SMA wire is deterministic and repeatable to some degree, therefore enabling the self-sensing ability of the SMA. The potential of this self-sensing ability has not received sufficient exploration so far, and even the previous studies in literature lack generality. This paper concerns the utilization of the self-sensing property of a spring-biased Nickel-Titanium (Nitinol) SMA actuator for two applications: ER feedback position control of an SMA actuator without a position sensor, and estimation of the opening of a SMA actuated valve. The use of the self-sensing property eliminates the need for a position sensor, therefore reducing the cost and size of an SMA actuator assembly. Two experimental apparatuses are fabricated to facilitate the two proposed applications, respectively. Based on open-loop testing results, the curve fitting technique is used to represent the nonlinear relationships between the displacement and the electrical resistance of the two SMA wire actuators. Using the mathematical models of the two SMA actuators, respectively, a proportional plus derivative controller is designed for control of the SMA wire actuator using only electrical resistance feedback. Consequently, the opening of the SMA actuated valve can be estimated without using an extra sensor.

Viologen 유도체를 이용한 항만오염물질의 전기화학적 센싱 특성 연구 (Study on Electrochemical Sensing Property of Harbor Pollutants using Viologen Derivative)

  • 박상현;이동윤;권영수
    • 한국전기전자재료학회:학술대회논문집
    • /
    • 한국전기전자재료학회 2008년도 춘계학술대회 논문집 센서 박막재료연구회 및 광주 전남지부
    • /
    • pp.119-120
    • /
    • 2008
  • In this paper, viologen derivative is used as charge transfer material to develop sensors for detecting the organic pollutants which are the main reason of harbor pollution. We fabricated self-assembled monolayers of viologen derivative on gold electrode of QCM and investigated an electrochemical behavior property. We also determined electrochemical sensing property about environmental pollution materials such as bezene, phosphate and surfactant through quantitative and qualitative analysis of charge transfer using intrinsic property of viologen derivative by temperature and concentration change. From the achieved results, we can apply and develope the detecting sensors for harbor pollutants.

  • PDF

제어관점에서의 부하감지형 유압시스템의 특성 (Properties of the Load-Sensing Hydraulic System from a Viewpoint of Control)

  • 김성동
    • 대한기계학회논문집
    • /
    • 제18권3호
    • /
    • pp.738-750
    • /
    • 1994
  • The load-sensing hydraulic system which was developed to improve energy efficiency of conventional hydraulic systems has its own properties. The instability of system responses, linearity of a servo valve, robustness for variation of external load, and dynamic interference between hydraulic motors are such properties which have much to do with control properties of the system. The load-sensing hydraulic system has instability tendancy because the load-sensing mechanism makes a positive feedback loop between the motor part and the pump part. A flow property of the servo valve can be said to be linear because the flow through the valve has nothing to do with a load pressure and the flow is strictly proportional to a valve opening which is adjusted by a valve command signal. The resultant control property can be said to be robust because the steady-state control performance is independent to the load actuated on the motor shaft. In the case when one pump simultaneously drives more than two hydraulic motors, the pump outlet pressure is determined by a hydraulic motor of the largest load pressure among all of the hydraulic motors, and, thus, the other motors are dominated by the largest load pressure. That is, the other motors can be said to be interfered by the motor of the largest load pressure.

MWCNT, silver nanoparticles, CuBTC를 사용한 염소 이온 센서 합성

  • 곽병관;박수빈;유봉영
    • 한국표면공학회:학술대회논문집
    • /
    • 한국표면공학회 2018년도 춘계학술대회 논문집
    • /
    • pp.101-101
    • /
    • 2018
  • Quantitative measurement of chloride ion concentration has an important role in various fields of electrochemistry, medical science, biology, metallurgy, architecture, etc. Among them, its importance of architecture is ever-growing due to unexpected degradations of building structure. These situations are caused by corrosion of reinforced concrete (RC) structure of buildings. And chloride ions are the most powerful factors of RC structure corrosion. Therefore, precise inspection of chloride ion concentration must be required to increase the accuracy of durability monitoring. Multi-walled Carbon nanotubes (MWCNTs) have high chemical resistivity, large surface area and superior electrical property. Thus, it is suitable for the channels of electrical signals made by the sensor. Silver nanoparticles were added to giving the sensing property. CuBTC, one of the metal organic frameworks (MOFs), was employed as a material to improve the sensing property because of its hydrophilicity and high surface area to volume ratio. In this study, sensing element was synthesized by various chemical reaction procedures. At first, MWCNTs were functionalized with a mixture of sulfuric acid and nitric acid because of enhancement of solubility in solution and surface activation. And functionalized MWCNTs, silver nanoparticles, and CuBTC were synthesized on PTFE membrane, one by one. Electroless deposition process was performed to deposit the silver nanoparticles. CuBTC was produced by room temperature synthesis. Surface morphology and composition analysis were characterized by scanning electron microscope (SEM), energy dispersive X-ray spectroscopy (EDS), respectively. X-ray photoelectron spectroscopy (XPS) was also performed to confirm the existence of sensing materials. The electrical properties of sensor were measured by semiconductor analyzer. The chloride ion sensing characteristics were confirmed with the variation of the resistance at 1 V.

  • PDF

펄스열을 이용한 MR 영상의 Compressed Sensing 알고리즘 적용 (Pulse Sequence based MR Images for Compressed Sensing Algorithm Applications)

  • 고성민;최나래;김동현
    • 대한전자공학회논문지SP
    • /
    • 제46권5호
    • /
    • pp.1-7
    • /
    • 2009
  • 최근 Compressed Sensing (CS) 알고리즘이 다양한 분야에서 연구되고 있으며, medical imaging 분야에서도 역시 이를 이용한 연구가 활발히 진행 중이다. CS 알고리즘을 이용하기 위해서는 복원하고자 하는 신호가 sparse한 성질을 지니고 있어야 한다. 일반적으로 대부분의 의료 영상의 경우, 이러한 성질을 가지고 있지 못하기 때문에 sparsifying transform을 이용하게 된다. 하지만 MR 영상의 경우, 다른 의료 영상 modality와 비교하여 적절히 펄스열을 이용하여 영상의 contrast를 조절할 수 있다는 특징을 가지고 있다. 이에 본 논문에서는 sparsifying transform을 이용하지 않고도 펄스열에 의한 MR 영상에 CS 알고리즘을 적용할 수 있는 가능성을 제시함과 동시에 적절한 sparsifying transform을 적용하여 영상의 sparsity를 더욱 강조함으로써 CS 알고리즘의 복원 성능을 더욱 향상 시킬 수 있다는 것을 제안하고자 하며, 이를 Shepp-Logan 팬텀 영상과 in vivo 영상을 이용한 시뮬레이션을 통하여 검증하였다.

Modeling the optical properties of phytoplankton and their influence on chlorophyll estimation from remote sensing algorithms

  • Zhou, Wen;Cao, Wen-Xi
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume I
    • /
    • pp.479-482
    • /
    • 2006
  • The absorption coefficient and backscattering properties of phytoplankton were calculated from the Mie theory. Given a simple case that phytoplankton and mineral particles are the only constitutions in seawater, the reflectance $b_b({\lambda})/[a({\lambda})+b_b({\lambda})]$was analyzed. Then the chlorophyll concentrations were estimated from remote sensing OC2 algorithm. The results show that reflectance in short wavelength region is more sensitive to the Chl variation; High mineral concentrations in seawater have significant influence on the reflectance spectrum; the existence of high mineral concentration may result in the mistake in chlorophyll estimation from OC2 algorithm.

  • PDF