• Title/Summary/Keyword: 능동센싱

Search Result 37, Processing Time 0.029 seconds

Computational performance and accuracy of compressive sensing algorithms for range-Doppler estimation (거리-도플러 추정을 위한 압축 센싱 알고리즘의 계산 성능과 정확도)

  • Lee, Hyunkyu;Lee, Keunhwa;Hong, Wooyoung;Lim, Jun-Seok;Cheong, Myoung-Jun
    • The Journal of the Acoustical Society of Korea
    • /
    • v.38 no.5
    • /
    • pp.534-542
    • /
    • 2019
  • In active SONAR, several different methods are used to detect range-Doppler information of the target. Compressive sensing based method is more accurate than conventional methods and shows superior performance. There are several compressive sensing algorithms for range-Doppler estimation of active sonar. The ability of each algorithm depends on algorithm type, mutual coherence of sensing matrix, and signal to noise ratio. In this paper, we compared and analyzed computational performance and accuracy of various compressive sensing algorithms for range-Doppler estimation of active sonar. The performance of OMP (Orthogonal Matching Pursuit), CoSaMP (Compressive Sampling Matching Pursuit), BPDN (CVX) (Basis Pursuit Denoising), LARS (Least Angle Regression) algorithms is respectively estimated for varying SNR (Signal to Noise Ratio), and mutual coherence. The optimal compressive sensing algorithm is presented according to the situation.

Sensorless Active Damping Method of LCL Filter for Grid-connected Inverter (계통연계형 인버터용 LCL 필터의 센서리스 능동 댐핑 기법)

  • Sung, Won-Yong;Ahn, Jung-Hoon;Ahn, Hyo-Min;Lee, Byoung-Kuk
    • Proceedings of the KIPE Conference
    • /
    • 2015.11a
    • /
    • pp.75-76
    • /
    • 2015
  • 계통연계형 인버터는 출력 전류의 고조파 저감을 위해 L 또는 LCL 필터를 사용된다. L필터에 비해 LCL 필터가 동일 인덕턴스로 높은 고조파 저감 효과를 가지기 때문에 일반적으로 LCL 필터를 이용하지만, 시스템에 공진이 발생하기 때문에, 이를 해결하기 위해 다양한 댐핑 기법과 함께 사용되어왔다. 특히, 능동 댐핑 기법은 추가적인 수동소자가 필요 없기 때문에, 수동 댐핑 기법에 비해 손실이 적다는 장점이 있으나, 추가적인 센싱회로가 필요하다는 단점이 있다. 따라서 본 논문에서는 추가적인 센서가 필요없는 3상 계통연계 인버터용 LCL 필터의 능동 댐핑 기법을 제안한다. 일반적인 계통연계 인버터에서 센싱받는 계통전압과 계통전류를 이용하여 캐패시터 전류를 계산하고, 이를 전류제어 루프에 보상함으로써 가상 저항 능동 댐핑 기법을 구현하고, 시뮬레이션을 통해 검증한다.

  • PDF

Transmission waveform design for compressive sensing active sonar using the matrix projection from Gram matrix to identity matrix and a constraint for bandwidth (대역폭 제한 조건과 Gram 행렬의 단위행렬로의 사영을 이용한 압축센싱 능동소나 송신파형 설계)

  • Lee, Sehyun;Lee, Keunhwa;Lim, Jun-Seok;Cheong, Myoung-Jun
    • The Journal of the Acoustical Society of Korea
    • /
    • v.38 no.5
    • /
    • pp.522-533
    • /
    • 2019
  • The compressive sensing model for range-Doppler estimation can be expressed as an under-determined linear system y = Ax. To find the solution of the linear system with the compressive sensing method, matrix A should be sufficiently incoherent and x to be sparse. In this paper, we propose a transmission waveform design method that maintains the bandwidth required by the sonar system while lowering the mutual coherence of the matrix A so that the matrix A is incoherent. The proposed method combines two methods of optimizing the sensing matrix with the alternating projection and suppressing unwanted frequency bands using the DFT (Discrete Fourier Transform) matrix. We compare range-Doppler estimation performance of existing waveform LFM(Linear Frequency Modulated) and designed waveform using the matched filter and the compressive sensing method. Simulation shows that the designed transmission waveform has better detection performance than the existing waveform LFM.

Cooperative Spectrum Sensing Based on Fuzzy control (Fuzzy 제어 기반 협력 스펙트럼 센싱)

  • Lee, Mi Sun;Kim, Jin Young
    • Journal of Satellite, Information and Communications
    • /
    • v.8 no.3
    • /
    • pp.6-9
    • /
    • 2013
  • Cognitive Radio is an intelligent interference avoidance idle spectrum communication system for your environment and actively determine the frequency bandwidth recycling by sharing the spectrum in a way that maximizes the efficiency of radio resource technology. At this time, this does not cause interference to the PU spectrum sensing technology is important. If you can choose, depending on the state of the channel spectrum sensing algorithm will be more efficient sensing. Matched filter detection system model that reflects the individual sensing through a fuzzy controller in this paper, energy detection and self-correlation detection are proposed and analyzed.

Performance Analysis of Spectrum Sensing using CSI with False Alarm Selection (채널상태정보에 따른 False alarm 선택 스펙트럼 센싱 성능 분석)

  • Lee, Mi Sun;Kim, Jin Young
    • Journal of Satellite, Information and Communications
    • /
    • v.8 no.4
    • /
    • pp.1-5
    • /
    • 2013
  • CR(Cognitive Radio) technology is maximized frequency reuse using unused frequency band. Conventional cooperative spectrum sensing has fixed false alarms. so all cooperative user has equal threshold. This problem is caused degradation of detection probability. so we propose and analysis the system model that false alarm differential setting through CSI(channel state information) for resonable threshold. Simulation results show improvement of detection probability.

Impact and Damage Detection Method Utilizing L-Shaped Piezoelectric Sensor Array (L-형상 압전체 센서 배열을 이용한 충격 및 손상 탐지 기법 개발)

  • Jung, Hwee-Kwon;Lee, Myung-Jun;Park, Gyuhae
    • Journal of the Korean Society for Nondestructive Testing
    • /
    • v.34 no.5
    • /
    • pp.369-376
    • /
    • 2014
  • This paper presents a method that integrates passive and active-sensing techniques for the structural health monitoring of plate-like structures. Three piezoelectric transducers are deployed in a L-shape to detect and locate an impact event by measuring and processing the acoustic emission data. The same sensor arrays are used to estimate the subsequent structural damage using guided waves. Because this method does not require a prior knowledge of the structural parameters, such as the wave velocity profile in various directions, accurate results could be achieved even on anisotropic or curved plates. A series of experiments was performed on plates, including a spar-wing structure, to demonstrate the capability of the proposed method. The performance was also compared to that of traditional approaches and the superior capability of the proposed method was experimentally demonstrated.

Markov Chain Analysis of Opportunistic Cognitive Radio with Imperfect Sensing (불완전 센싱 기회적 인지 전파망의 Markov Chain 분석)

  • Ahn, Hong-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.10 no.6
    • /
    • pp.1-8
    • /
    • 2010
  • Wireless multimedia service through the access to mobile telephone network or data network is a vital part of contemporary life, and the demand for frequency spectrum for new services is expected to explode as the ubiquitous computing proliferate. Cognitive radio is a technology, which automatically recognizes and searches for temporally and spatially unused frequency spectrum, then actively determines the communication method, bandwidth, etc. according to the environment, thus utilizing the limited spectrum resources efficiently. In this paper, we investigate the effects of imperfect sensing, misdetection and false alarm, on the primary and secondary users' spectrum usage through the analysis of continuous time Markov Chain. We analyzed the effects of the parameters such as sensing error, offered load on the system performance.

Design and Implementation of Low Power Container Security Device based on IEEE 802.15.4 (IEEE 802.15.4 기반 저전력 컨테이너 보안장치의 설계 및 구현)

  • Park, Se-Young;Kim, Taek-Hyun;Choi, Hoon;Baek, Yun-Ju
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.35 no.2B
    • /
    • pp.215-224
    • /
    • 2010
  • A container security device (CSD) monitors intrusions through the cargo door; it is a reduced function device that uses IEEE 802.15.4 with a beacon mode. However, in the beacon mode, the CSD consumes too much battery power in periodical idle listening and sensing trials. Moreover, the CSD cannot send the message to the CSD reader actively, and it makes big latency problem. Therefore, we propose a low-power CSD to reduce the unnecessary power consumption. The proposed CSD follows the requirements of the U.S. Department of Homeland Security, and reduces battery consumption through a power-efficient hardware design, a night-watch mechanism for low-power operation and low-power sensing to reduce unnecessary monitoring. And the CSD sends alert message to the CSD reader. Simulation results show that our CSD reduces battery consumption by over 70% through the night-watch mechanism and by approximately 80% through the low-power sensing. And the CSD can send the alert message to the remote CSD reader by over 94%.

사물인터넷기반 라이프케어 빅데이터 센싱기술

  • Jo, Wi-Deok;Choe, Seon-Tak;Baek, Jae-Sun;Min, Myeong-Gi;Lee, Yeong-Gwon;Lee, Gyu-Pil;Park, Gyeong-Chan;Lee, Jong-Ik
    • Information and Communications Magazine
    • /
    • v.32 no.11
    • /
    • pp.21-31
    • /
    • 2015
  • 현대 사회에서의 삶의 모습이 다양해짐에 따라 생활습관이 다양해지고 잘못된 생활습관으로 인한 생활습관병에 대한 관심이 높아지고 있다. 본 논문에서는 사물인터넷 및 빅데이터와 같은 IT기술을 통해 사용자의 다양한 생활습관을 추적할 수 있는 방법과 그 응용 기술에 대해서 소개하고자 한다. 이러한 생활습관 추적 및 분석 기술은 다양한 사용자의 요구에 능동적으로 대처할 수 있으며 노약자나 장애인, 생활습관병 환자 등 특수계층의 건강 예측, 질병 관리 분야에서 실효성을 가질 수 있다. 특히 본 논문에서는 라이프케어 서비스를 위한 사용자 센싱 기술에 초점을 두고, 낮 시간의 활동과, 밤 시간의 수면 및 위치 기반 기술, 빅데이터 플랫폼, 스마트 홈 패턴 모델링 기술에 대해서 소개한다.

Active-Sensing Based Damage Monitoring of Airplane Wings Under Low-Temperature and Continuous Loading Condition (능동센서 배열을 이용한 저온 반복하중 환경 항공기 날개 구조물의 손상 탐지)

  • Jeon, Jun Young;Jung, Hwee kwon;Park, Gyuhae;Ha, Jaeseok;Park, Chan-Yik
    • Journal of the Korean Society for Nondestructive Testing
    • /
    • v.36 no.5
    • /
    • pp.345-352
    • /
    • 2016
  • As aircrafts are being operated at high altitude, wing structures experience various fatigue loadings under cryogenic environments. As a result, fatigue damage such as a crack could be develop that could eventually lead to a catastrophic failure. For this reason, fatigue damage monitoring is an important process to ensure efficient maintenance and safety of structures. To implement damage detection in real-world flight environments, a special cooling chamber was built. Inside the chamber, the temperature was maintained at the cryogenic temperature, and harmonic fatigue loading was given to a wing structure. In this study, piezoelectric active-sensing based guided waves were used to detect the fatigue damage. In particular, a beamforming technique was applied to efficiently measure the scattering wave caused by the fatigue damage. The system was used for detection, growth monitoring, and localization of a fatigue crack. In addition, a sensor diagnostic process was also applied to ensure the proper operation of piezoelectric sensors. Several experiments were implemented and the results of the experiments demonstrated that this process could efficiently detect damage in such an extreme environment.