• 제목/요약/키워드: Advanced speed information system

검색결과 259건 처리시간 0.028초

웨이블릿을 이용한 속도 측정 (Speed Estimation of a Mobile Station Using the Undecimated Discrete Wavelet Transform)

  • Lee, Chang-Soo;Song, Hun-Guen;Yoo, Kyung-Yul
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2001년도 제14회 신호처리 합동 학술대회 논문집
    • /
    • pp.841-844
    • /
    • 2001
  • This paper introduces a new technique for estimating the speed of a mobile station in a wireless system. The proposed method is based on the feature extraction of the received signal envelope. The undecimated discrete wavelet transform via lifting captures local minimum points of the received signal, which is used for the speed estimation. This technique requires neither knowledge of the average received power of the nonstationary signal nor adaptation of a temporal observation window, in contrast to other speed estimators given in the literature. Simulations show that the proposed speed estimator tracks the variable speed of the mobile station.

  • PDF

Enhancing Wind Speed and Wind Power Forecasting Using Shape-Wise Feature Engineering: A Novel Approach for Improved Accuracy and Robustness

  • Mulomba Mukendi Christian;Yun Seon Kim;Hyebong Choi;Jaeyoung Lee;SongHee You
    • International Journal of Advanced Culture Technology
    • /
    • 제11권4호
    • /
    • pp.393-405
    • /
    • 2023
  • Accurate prediction of wind speed and power is vital for enhancing the efficiency of wind energy systems. Numerous solutions have been implemented to date, demonstrating their potential to improve forecasting. Among these, deep learning is perceived as a revolutionary approach in the field. However, despite their effectiveness, the noise present in the collected data remains a significant challenge. This noise has the potential to diminish the performance of these algorithms, leading to inaccurate predictions. In response to this, this study explores a novel feature engineering approach. This approach involves altering the data input shape in both Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) and Autoregressive models for various forecasting horizons. The results reveal substantial enhancements in model resilience against noise resulting from step increases in data. The approach could achieve an impressive 83% accuracy in predicting unseen data up to the 24th steps. Furthermore, this method consistently provides high accuracy for short, mid, and long-term forecasts, outperforming the performance of individual models. These findings pave the way for further research on noise reduction strategies at different forecasting horizons through shape-wise feature engineering.

Sensorless Sine-Wave Controller IC for PM Brushless Motor Employing Automatic Lead-Angle Compensation

  • Kim, Minki;Heo, Sewan;Oh, Jimin;Suk, Jung-Hee;Yang, Yil Suk;Park, Ki-Tae;Kim, Jinsung
    • ETRI Journal
    • /
    • 제37권6호
    • /
    • pp.1165-1175
    • /
    • 2015
  • This paper presents an advanced sensorless permanent magnet (PM) brushless motor controller integrated circuit (IC) employing an automatic lead-angle compensator. The proposed IC is composed of not only a sensorless sine-wave motor controller but also an isolated gate-driver and current self-sensing circuit. The fabricated IC operates in sensorless mode using a position estimator based on a sliding mode observer and an open-loop start-up. For high efficiency PM brushless motor driving, an automatic lead-angle control algorithm is employed, which improves the efficiency of a PM brushless motor system by tracking the minimum copper loss under various load and speed conditions. The fabricated IC is evaluated experimentally using a commercial 200 W PM brushless motor and power switches. The proposed IC is successfully operated without any additional sensors, and the proposed algorithm maintains the minimum current and maximum system efficiency under $0N{\cdot}m$ to $0.8N{\cdot}m$ load conditions. The proposed IC is a feasible sensorless speed controller for various applications with a wide range of load and speed conditions.

Real-Time Transcoding and Advanced Encryption for 360 CCTV Streaming

  • Le, Tuan Thanh;Jeong, JongBeom;Lee, Soonbin;Jang, Dongmin;Ryu, Il-Woong;Ryu, Eun-Seok
    • 한국방송∙미디어공학회:학술대회논문집
    • /
    • 한국방송∙미디어공학회 2019년도 하계학술대회
    • /
    • pp.144-146
    • /
    • 2019
  • Recently, according to the rapid development of surveillance information, closed-circuit television (CCTV) has become an indispensable component in security systems. A lot of advanced technologies of encryption and compression are implementing to improve the performance and security levels of the CCTV system. Especially, 360 video CCTV streaming is promising for surveillance without blind areas. However, compared to previous systems, 360 CCTV requires large bandwidth and low latency. Therefore, it requires more efficiently effort to improve the CCTV system performance. In order to meet the demands of 360 CCTV streaming, transcoding is an essential process to enhance the current CCTV system. Moreover, encryption algorithm is also an important priority in security system. In this paper, we propose a real-time transcoding solution in combination with the ARIA and AES algorithms. Experimental results prove that the proposed method has achieved around 195% speed up transcoding compared to FFMPEG libx265 method. Furthermore, the proposed system can handle multiple transcoding sessions simultaneously at high performance for both live 360 CCTV system and existing CCTV system.

  • PDF

Hardware Implementation of High-Speed Active Vibration Control System Based on DSP320C6713 Processor

  • Kim, Dong-Chan;Choi, Hyeung-Sik;Her, Jae-Gwan;You, Sam-Sang
    • Journal of Advanced Marine Engineering and Technology
    • /
    • 제32권3호
    • /
    • pp.437-445
    • /
    • 2008
  • This paper deals with the experimental assessment of the vibration suppression of the smart structures. First. we have presented a new high-speed active control system using the DSP320C6713 microprocessor. A peripheral system developed is composed of a data acquisition system, N/D and D/A converters, piezoelectric (PZT) actuator/sensors, and drivers for fast data processing. Next, we have tested the processing time of the peripheral devices, and provided the corresponding test results. Since fast data processing is very important in the active vibration control of the structures, we have focused on achieving the fast loop times of the control system. Finally, numerous experiments were carried out on the aluminum plate to validate the superior performance of the vibration control system at different control loop times.

정보보호 시스템을 위한 FPGA 기반 하드웨어 가속기 설계 (Design of FPGA Hardware Accelerator for Information Security System)

  • 차정우;김창훈
    • 한국산업정보학회논문지
    • /
    • 제18권2호
    • /
    • pp.1-12
    • /
    • 2013
  • 정보보호 시스템은 소프트웨어, 하드웨어, FPGA(Field Programmable Array) 디바이스를 이용하여 구현되었다. S/W의 구현은 다양한 정보보호 알고리즘에 대해 높은 유연성을 제공하나 속도, 전력, 안전성 측면에서 매우 취약하며, ASIC 구현은 속도, 전력 측면에서는 매우 우수하지만 구현의 특성상 다양한 보안 플랫폼을 지원할 수 없다. 이러한 문제점들의 상충관계를 개선하기 위해 최근 FPGA 디바이스 상에서의 구현이 많이 이루어 졌다. 본 논문에서는 다양한 환경에서의 정보보호 서비스를 제공하기위한 정보보호 시스템을 위한 FPGA 기반 하드웨어 가속기를 설계한다. 개발한 정보보호 시스템은 비밀키 암호알고리즘(AES : Advanced Encryption Standard), 암호학적 해쉬(SHA-256 : Secure Hash Algorithm-256), 공개키 암호알고리즘(ECC : Elliptic Curve Cryptography)을 수행할 수 있으며, Integrated Interface에 의해 제어된다. 또한 기존의 시스템에 비해 다양한 정보보호 알고리즘을 지원하여 활용도를 높였으며, 파라미터에 따라 상충관계를 개선 할 수 있기 때문에 저 비용 응용뿐만 아니라 고속의 통신장비에도 적용이 가능하다.

PC 통신 서비스 상호 접속 시스템(AICPS)의 통합 관리망 (AICPS Management Network Integration)

  • 홍용표;윤성재;이진
    • 한국전자파학회논문지
    • /
    • 제10권1호
    • /
    • pp.11-21
    • /
    • 1999
  • AICPS(Advanced Information Communication System)는 다양한 서비스망들을 고속으로 지원하기 위하 여, 내부의 연동망인 고속스위칭패브릭(High Speed Switching Fabric: HSSF)을 중심으로 다양한 서비스 인터페이스 기능 모률이 접속되는 형태를 가진다. AICPS는 크게 정보 서비스 이용자들이 접속되는 서비스 이용자 접속 시스댐(User Access Network Subsystem: UANS) , 정보 제공 센터들을 위한 정보 제공 센터 접속 시스템(Information Delivery Network Subsystem : IONS)으로 구성되며, 여기에 시스템 관리를 위한 단위 시스템 운영관리장치(Local Operations and Management System : LOMS)가 접속된다. 본 고에서는 AICPS를 운영 관리하는 LOMS, LOMS를 AICPS의 HSSF와 연결하기 위한 관리망 접속 서브시스템 (Operational Network Ace랭 Subsystem: ONAS)의 구조에 대하여 설명하고, 이들 사이에 적용된 신뢰도 향상 알고리즘 및 전국 관리망 구축 방법에 대하여 기술한다.

  • PDF

Development of the Serial Data Transmission System for Pneumatic Valve System Control

  • Kim, Dong-Soo;Choi, Byung-Oh;Seo, Hyun-Seok
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2003년도 ICCAS
    • /
    • pp.1152-1156
    • /
    • 2003
  • For pneumatic valve system control, we need a serial data transmission system with high speed and reliability for information interchange between main computer and I/O devices. This paper presents a set of design techniques for a data communication system that is mainly used for pneumatic valve system control. For this purpose, we first designed hardware modules for an interface between central control module and local node that handles the operation of solenoid control valves. in addition, we developed a communication protocol for construction of rs-485 based multi-drop network and this protocol is basically designed with a kind of polling technique. Finally we evaluated performance of the developed system. the field test results show that, even under high noise environment, the data transmission of 375kbps rate is possible up to 1,500meter without using repeater. In addition, the system developed in this research is easily to be extended for a communication network because of its modular structure.

  • PDF

An Internet Based Data Storage Protocol for ATA devices

  • Singh, Kulveer;Lim, Hyo-Taek
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2007년도 춘계학술발표대회
    • /
    • pp.1167-1170
    • /
    • 2007
  • This paper introduces a data storage transport protocol internet Advanced Technology Attachment (iATA) for ATA storage devices that can be accessed over (TCP/IP) networks. As the access speed of Advanced Technology Attachment (ATA) type storage is increasing, the importance of sharing the ATA type storages over internet is also increasing. We are proposing a protocol in which we have implemented the basic ATA command set to access the ATA type remote storage devices over the TCP/IP networks.In this paper, we give basic details of the protocol and discuss the existing storage protocols which are mainly used for accessing block storage like internet Small Computer System Interface (iSCSI) Hyper Small Computer System Interface (HyperSCSI) and ATA over Ethernet (AoE).

인텔리전트 열차운전을 위한 정보 전송 (An Information Transmission for Intelligent Train Operation)

  • 안상권;최귀만;김양모
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1997년도 하계학술대회 논문집 A
    • /
    • pp.339-341
    • /
    • 1997
  • This study is presenting the method for an effective data transmission in MAGLEV which is now tested and intends to provide for an intelligent operation of signal system in future. To exchange a lot of information, it is ideal to adopt a digital system and a micro-based system is essential for these purposes. FSK modulation and HDLC protocol are adopted on this study and information line assembly which is used as the information exchange, as the speech communication, and as the detection of speed and position is constructed in one unit. Actually this study is produced academic achievements of the data transmission system of MAGLEV train and an advanced method of intelligent operation in future railway system.

  • PDF