• Title/Summary/Keyword: 다중상태 시스템

Search Result 516, Processing Time 0.027 seconds

A Decision-Theoretic Approach to Source Direction Finding Based on the Hopfield Neural Network (Hopfied 신경회로망에 바탕을 둔 음원 방향 탐지의 결정 이론적 접근)

  • Cheung, Wan-Sup;Jho, Moon-Je;Eun, Hui-Joon
    • The Journal of the Acoustical Society of Korea
    • /
    • v.13 no.1E
    • /
    • pp.55-63
    • /
    • 1994
  • A decision-theretic concept is introduced to investigate whether targets of interest in array sensor systems are present at some steering direction or not. The solutions to this problem are described as a set of discrete numbers 0 or 1 corresponding to the direction under consideration. This coded number representation is transplanted in the optimisation technique based on the Hopfield neural network, which may provide an easy understanding of determining the direction of arrival (DOA) of sources. Difficulties encountered in using the conventional state schemes of Hopfield neural network models are addressed and their related issues are raised. To deal with them, an idea that a neuron that decreases more energy difference for its state change of 0 to 1can have higher priority in the order of state transition than others is introduced. This does not only lead to an new state update scheme but also opens a different story in comparison to previous work. To cast the perspectives of the proposed approach and illustrate its effectiveness in source direction finding in array sensor system. simulation results and related discussions are presented in this paper.

  • PDF

Algorithm for Deadlock Prevention of Generalized Philosophers' Dining Problem (일반화된 철학자 만찬 문제의 교착상태 예방 알고리즘)

  • Sang-Un Lee
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.23 no.2
    • /
    • pp.73-78
    • /
    • 2023
  • The dining philosophers problem(DPP) is that five philosophers sit around a round table and eat spaghetti(or noodles) together, where they must have a pair of chopsticks(two) on both sides of them to eat, and if all philosophers have one chopstick on the right, no one can eat because the deadlock occurs. Deadlocks are a problem that frequently occur in parallel systems, and most current operating systems(OS) cannot prevent it. This paper proposes a silver bullet that causes no deadlock in an OS where all processors of 2≤n≤∞ have multiple parallel processing capabilities. The proposed method is a group round-robin method in which ⌊n/2⌋ odd processors form a group and perform simultaneously, and shift right to the next processor when execution ends. The proposed method is to perform two times for even processors, three times for odd processors per one round-robin. If the proposed method is performed n times, even-numbered processors perform n/2 times and odd-numbered processors perform (n-1)/2-times.

Reconstruction of Remote Sensing Data based on dynamic Characteristics of Time Series Data (위성자료의 시계열 특성에 기반한 실시간 자료 재구축)

  • Jung, Myung-Hee;Lee, Sang-Hoon;Jang, Seok-Woo
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.8
    • /
    • pp.329-335
    • /
    • 2018
  • Satellite images, which are widely used in various applications, are very useful for monitoring the surface of the earth. Since satellite data is obtained from a remote sensor, it contains a lot of noise and errors depending on observation weather conditions during data acquisition and sensor malfunction status. Since the accuracy of the data affects the accuracy and reliability of the data analysis results, noise removal and data restoration for high quality data is important. In this study, we propose a reconstruction system that models the time dependent dynamic characteristics of satellite data using a multi-period harmonic model and performs adaptive data restoration considering the spatial correlation of data. The proposed method is a real-time restoration method and thus can be employed as a preprocessing algorithm for real-time reconstruction of satellite data. The proposed method was evaluated with both simulated data and MODIS NDVI data for six years from 2011 to 2016. Experimental results show that the proposed method has the potentiality for reconstructing high quality satellite data.

Multiple PDAF Algorithm for Estimation States Multiple of the Ships (다중 선박의 상태추정을 위한 Multiple PDAF 알고리즘)

  • Jaeha Choi;Jeonghong Park;Minju Kang;Hyejin Kim;Wonkeun Youn
    • Journal of the Society of Naval Architects of Korea
    • /
    • v.60 no.4
    • /
    • pp.248-255
    • /
    • 2023
  • In order to implement the autonomous navigation function, it is essential to track an object within a certain radius of the ship's route. This paper proposes the Multiple Probabilistic Data Association Filter (MPDAF), which can track multiple ships by extending Probabilistic Data Association Filter (PDAF), an existing single object tracking algorithm, using radar data obtained from real marine environments. The proposed MPDAF algorithm was developed to address the problem of tracking multiple objects in a complex environment where there can be significant uncertainty in the number and identification of objects to be tracked. Using real-world radar data provided by the German aerospace center (DLR), it has been verified that the proposed algorithm can track a large number of objects with a small position error.

Design and Implementation of Wireless Asynchronous UWB System for low-rate low power PAN applications (저속도 저전력 PAN 응용을 위한 무선 비동기식 UWB 시스템 설계 및 구현)

  • Choi, Sung-Soo;Koo, In-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.11 no.11
    • /
    • pp.2021-2026
    • /
    • 2007
  • In the parer, we design a non-coherent UWB system by adopting the architecture of a simplified asynchronous transmission and the edge-triggered pulse transmission, which makes e system performance independent of the share of the transmitted waveform, robust to multipath channels. The designed non-coherent UWB transceiver architecture has an advantage of the simple realization since any mixer, high-speed correlator, and high-sampling A/D converter are not necessary at the cost of performance degradation of about 3dB. Further, the designed non-coherent UWB transceiver is actually implemented with the wireless CANVAS prototype testbed in short range indoor application environments such as a lecture room. The implemented prototype testbed is proven to offer the data rate of 115kbps on the conditions of Peer-to-Peer(P-to-P) in the indoor channel within the range of about 10m.

Location Management & Message Delivery Protocol for Multi-region Mobile Agents in Multi-region Environment (다중 지역 환경에서 이동 에이전트를 위한 위치 관리 및 메시지 전달 기법)

  • Choi, Sung-Jin;Baik, Maeng-Soon;Song, Ui-Sung;Hwang, Chong-Sun
    • Journal of KIISE:Computer Systems and Theory
    • /
    • v.34 no.11
    • /
    • pp.545-561
    • /
    • 2007
  • Location management and message delivery protocol is fundamental to the further development of mobile agent systems in a multi-region mobile agent computing environment in order to control mobile agents and guarantee message delivery between them. However, previous works have some problems when they are applied to a multi-region mobile agent computing environment. First, the cost of location management and message delivery is increased relatively. Second, a tracking problem arises. finally, cloned mobile agents and parent-child mobile agents do not get dealt with respect to location management and message delivery. In this paper, we present a HB (Home-Blackboard) protocol, which is a new location management and message delivery protocol in a multi-region mobile agent computing environment. The HB protocol places a region server in each region and manages the location of mobile agents by using intra-region migration and inter-region migration. It also places a blackboard in each region server and delivers messages to mobile agents when a region server receives location update form them. The HB protocol can decrease the cost of location update and message passing and solve the tracking problem with low communication cost. Also, this protocol deals with the location management and message passing of cloned mobile agents and parent-child mobile agents, so that it can guarantee message delivery of these mobile agents and pass messages without passing duplicate messages.

Real-time Implementation of the AMR Speech Coder Using $OakDSPCore^{\circledR}$ ($OakDSPCore^{\circledR}$를 이용한 적응형 다중 비트 (AMR) 음성 부호화기의 실시간 구현)

  • 이남일;손창용;이동원;강상원
    • The Journal of the Acoustical Society of Korea
    • /
    • v.20 no.6
    • /
    • pp.34-39
    • /
    • 2001
  • An adaptive multi-rate (AMR) speech coder was adopted as a standard of W-CDMA by 3GPP and ETSI. The AMR coder is based on the CELP algorithm operating at rates ranging from 12.2 kbps down to 4.75 kbps, and it is a source controlled codec according to the channel error conditions and the traffic loading. In this paper, we implement the DSP S/W of the AMR coder using OakDSPCore. The implementation is based on the CSD17C00A chip developed by C&S Technology, and it is tested using test vectors, for the AMR speech codec, provided by ETSI for the bit exact implementation. The DSP B/W requires 20.6 MIPS for the encoder and 2.7 MIPS for the decoder. Memories required by the Am coder were 21.97 kwords, 6.64 kwords and 15.1 kwords for code, data sections and data ROM, respectively. Also, actual sound input/output test using microphone and speaker demonstrates its proper real-time operation without distortions or delays.

  • PDF

Remote Multi-control Smart Farm with Deep Learning Growth Diagnosis Function

  • Kim, Mi-jin;Kim, Ji-ho;Lee, Dong-hyeon;Han, Jung-hoon
    • Journal of the Korea Society of Computer and Information
    • /
    • v.27 no.9
    • /
    • pp.49-57
    • /
    • 2022
  • Currently, the problem of food shortage is emerging in our society due to climate problems and an increase population in the world. As a solution to this problem, we propose a multi-remote control smart farm that combines artificial intelligence (AI) and information and communication technology (ICT) technologies. The proposed smart farm integrates ICT technology to remotely control and manage crops without restrictions in space and time, and to multi-control the growing environment of crops. In addition, using Arduino and deep-learning technology, a smart farm capable of multiple control through a smart-phone application (APP) was proposed, and Ai technology with various data securing and diagnosis functions while observing crop growth in real-time was included. Various sensors in the smart farm are controlled by using the Arduino, and the data values of the sensors are stored in the built database, so that the user can check the stored data with the APP. For multiple control for multiple crops, each LED, COOLING FAN, and WATER PUMP for two or more growing environments were applied so that the user could control it conveniently. And by implementing an APP that diagnoses the growth stage through the Tensor-Flow framework using deep-learning technology, we developed an application that helps users to easily diagnose the growth status of the current crop.

Flow-Based WTP Scheduler for Proportional Differentiated Services in Wireless Communication Systems (무선통신 시스템에서의 비례지연서비스를 위한 플로우 기반 WTP 스케쥴러)

  • Park Hyosoon;Kwon Eunhyun;Kim Taehyoun;Lee Jaiyong
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.30 no.7B
    • /
    • pp.433-439
    • /
    • 2005
  • In this paper, we propose a Flow Based Waiting Time Priority (FB-WTP) scheduler that supports the proportional delay differentiated services between classes. Existing scheduling algorithms utilize the configuration of scheduler, which is operated as class unit, applied to wired network. However, FB-WTP scheduler is operated as flow unit and can take advantage of multi-flow diversity effect in time-varying channel state environment. As a result, FB-WTP improves the average queueing delay on each class as well as supporting the average queueing delay ratio between classes. It also solves the HOL packet blocking problem implicitly. Simulation results show that FB-WTP scheduler has better system queueing delay performance than Look-ahead Waiting Time Priority (LWTP) scheduler and supports the larger queueing delay ratio between classes that network operator set.

Optical tunable wavelength add/drop multiplexer employing piezoactuated fiber Bragg gratings for WDM system (압전 소자형 광섬유 격자 소자를 이용한 파장 분할 다중화 시스템용 파장 가변형 광 분기/결합 장치)

  • Kim, Se-Yoon;lee, Sang-Bae;Choi, Sang-Sam;Chung, Joon;Jeong, Ji-Chai
    • Korean Journal of Optics and Photonics
    • /
    • v.8 no.4
    • /
    • pp.340-344
    • /
    • 1997
  • We proposed and demonstrated a tunable wavelength optical add/drop multiplexer(OADM) employing piezoactuated fiber grating pairs and polarization beam splitters. We used piezostack act as a fiber stretcher, using the fact that the resonant wavelength of the grating can be controlled by the axial strain along the fiber grating. The polarization controlled configuration showed high stability because the reflected signals from the two identical gratings are dropped or added not by interference but by polarizations of the beams. We could add and drop not noly 1549.3nm signal channel(original gratings), but also 1550.1nm(tuned gratings) with PZT actuators and in both cases, we found that the rejection of adjacent channels was more than -26dB, and signal leakage at the gratings was less than -34dB.

  • PDF