• 제목/요약/키워드: Signal process unit

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Design of Lightweight Artificial Intelligence System for Multimodal Signal Processing (멀티모달 신호처리를 위한 경량 인공지능 시스템 설계)

  • Kim, Byung-Soo;Lee, Jea-Hack;Hwang, Tae-Ho;Kim, Dong-Sun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.5
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    • pp.1037-1042
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    • 2018
  • The neuromorphic technology has been researched for decades, which learns and processes the information by imitating the human brain. The hardware implementations of neuromorphic systems are configured with highly parallel processing structures and a number of simple computational units. It can achieve high processing speed, low power consumption, and low hardware complexity. Recently, the interests of the neuromorphic technology for low power and small embedded systems have been increasing rapidly. To implement low-complexity hardware, it is necessary to reduce input data dimension without accuracy loss. This paper proposed a low-complexity artificial intelligent engine which consists of parallel neuron engines and a feature extractor. A artificial intelligent engine has a number of neuron engines and its controller to process multimodal sensor data. We verified the performance of the proposed neuron engine including the designed artificial intelligent engines, the feature extractor, and a Micro Controller Unit(MCU).

Automatic STG Derivation with Consideration of Special Properties of STG-Based Asynchronous Logic Synthesis (신호전이그래프에 기반한 비동기식 논리합성의 고유한 특성을 고려한 신호전이그래프의 자동생성)

  • Kim, Eui-Seok;Lee, Jeong-Gun;Lee, Dong-Ik
    • The KIPS Transactions:PartA
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    • v.9A no.3
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    • pp.351-362
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    • 2002
  • Along with an asynchronous finite state machine, in short AFSM, a signal transition graph, in short STG, is one of the most widely used behavioral description languages for asynchronous controllers. Unfortunately, STGs are not user-friendly, and thus it is very unwieldy and time consuming for system designers to conceive and describe manually the behaviors of a number of asynchronous controllers which constitute an asynchronous control unit for a target system in the form of STGs. In this paper, we suggest an automatic STG derivation method through a process-oriented method. Since the suggested method considers special properties of STG-based asynchronous logic synthesis very carefully, asynchronous controllers which are synthesized from STGs derived through the suggested method are superior in aspects of area, synthesis time, performance and implementability compared to those obtained through previous methods.

On the Real Time Implementation of the TWS System Using the TMS320C25 DSP (TMS320C25 DSP를 이용한 실시간 TWS 시스템 구현)

  • Kee, Seok-Cheol;Lee, Sang-Uk
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.6
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    • pp.147-155
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    • 1989
  • In this paper, a real-time implementation of the TWS(track-while-scan) system using the high-speed DSP (digital signal processor) TMS320C25 is described. First, attempts have been made to investigate the FWL (finite word length) effect, which is caused by employing a fixed point arithmetic, of implementing the Kalman filter. The real-time TWS system consists of TWS arithmetic unit, scan converter, and system controller. In addition, the TWS system is in tegrated in the Multi-Bus. In experiment, it is observed that by employing the floating point arithmetic the computation time of 0.35sec is required for tracking 8 targets simultaneously, while 0.28sec is required for the fixed point arithmetic. Since the TWS system is designed to track up to 8 targets simultaneously, we conclude that the system is enough to process Kalman filter in a real-time.

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Estimation of Convolutional Interleaver Parameters using Linear Characteristics of Channel Codes (채널 부호의 선형성을 이용한 길쌈 인터리버의 파라미터 추정)

  • Lee, Ju-Byung;Jeong, Jeong-Hoon;Kim, Sang-Goo;Kim, Tak-Kyu;Yoon, Dong-Weon
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.4
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    • pp.15-23
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    • 2011
  • An interleaver rearranges a channel-encoded data in the symbol unit to spread burst errors occurred in channels into random errors. Thus, the interleaving process makes it difficult for a receiver, who does not have information of the interleaver parameters used in the transmitter, to de-interleave an unknown interleaved signal. Recently, various researches on the reconstruction of an unknown interleaved signal have been studied in many places of literature by estimating the interleaver parameters. They, however, have been mainly focused on the estimation of the block interleaver parameters required to reconstruct the de-interleaver. In this paper, as an extension of the previous researches, we estimate the convolutional interleaver parameters, e.g., the number of shift registers, a shift register depth, and a codeword length, required to de-interleave the unknown data stream, and propose the de-interleaving procedure by reconstructing the de-interleaver.

Chip Implementation of 830-Mb/s/pin Transceiver for LPDDR2 Memory Controller (LPDDR2 메모리 컨트롤러를 위한 830-Mb/s/pin 송수신기 칩 구현)

  • Jong-Hyeok, Lee;Chang-Min, Song;Young-Chan, Jang
    • Journal of IKEEE
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    • v.26 no.4
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    • pp.659-670
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    • 2022
  • An 830-Mb/s/pin transceiver for a controller supporting ×32 LPDDR2 memory is designed. The transmitter consists of eight unit circuits has an impedance in the range of 34Ω ∽ 240Ω, and its impedance is controlled by an impedance correction circuit. The transmitted DQS signal has a phase shifted by 90° compared to the DQ signals. In the receive operation, the read time calibration is performed by per-pin skew calibration and clock-domain crossing within a byte. The implemented transceiver for the LPDDR2 memory controller is designed by using a 55-nm process using a 1.2V supply voltage and has a maximum signal transmission rate of 830 Mb/s/pin. The area and power consumption of each lane are 0.664 mm2 and 22.3 mW, respectively.

Design of Capacitive Displacement Sensor and Gap Measurement with High Precision Using Surface Acoustic Wave Device (표면 탄성파 장치를 응용한 용량 성 변위센서의 설계 및 초정밀 간극 측정)

  • Kim, Jae-Geun;Lee, Taek-Joo;Lim, Soo-Cheol;Park, No-Cheol;Park, Young-Pil;Park, Kyoung-Su
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.20 no.5
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    • pp.437-443
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    • 2010
  • SAW device is widely used as band pass filters, chemical or physical sensors, and actuators. In this paper, we propose the capacitive gap measurement system with high precision using SAW device. The research process is mainly composed of theoretical and experimental part. In the theoretical part, equivalent circuit model was used to predict the SAW response by the change of load impedance. In the experimental part, commercialized capacitor was used to see the SAW response by the change of load capacitance to check the feasibility as a sensor unit. After that, experimental setup to measure and adjust the gap was made and the SAW response by the change of gap which caused the capacitance change was measured. Finally, resolution and stroke was decided compared with the signal change and basic measurement noise level.

Study of Analysis of Brain-Computer Interface System Performance using Independent Component Algorithm (독립성분분석 방법을 이용한 뇌-컴퓨터 접속 시스템 신호 분석)

  • Song, Jung-Wha;Lee, Hyun-Joo;Cho, Bung-Oak;Park, Soo-Young;Shin, Hyung-Cheul;Lee, Un-Joo;Song, Seong-Ho
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.9
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    • pp.838-842
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    • 2007
  • A brain-computer interface(BCI) system is a communication channel which transforms a subject's thought process into command signals to control various devices. These systems use electroencephalographic signals or the neuronal activity of many single neurons. The presented study deals with an efficient analysis method of neuronal signals from a BCI System using an independent component analysis(ICA) algorithm. The BCI system was implemented to generate event signals coding movement information of the subject. To apply the ICA algorithm, we obtained the perievent histograms of neuronal signals recorded from prefrontal cortex(PFC) region during target-to-goal(TG) task trials in the BCI system. The neuronal signals were then smoothed over 5ms intervals by low-pass filtering. The matrix of smoothed signals was then rearranged such that each signal was represented as a column and each bin as a row. Each column was also normalized to have a unit variance. As a result, we verified that different patterns of the neuronal signals are dependent on the target position and predefined event signals.

Effective event recorder operation method for multi-coupled trainset (중련편성 열차를 위한 효율적인 사건기록기 운영방안)

  • Choi, Kwon-Hee;Jeong, Byung-Ho;Min, Pyung-Oh;Oh, Yong-Suk;Lee, Jong-Woo
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.1428-1432
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    • 2007
  • One of the most important targets of transportation is to transport human and commodities to the destination safely. Railway has low risk, compared with land, ocean and flight route and it assures high security as well as high speed driving, since it runs on regular track. However, train accident may result in tragic accident due to small carelessness, so special event recorder is preferably used in order for clarity of responsibility in case of accident, maintenance of signal device and defect analysis. JRU(Juridical Recorder Unit) for ATC/ATS/ATP can be more advanced event recorder. Event recorder of KTX-I which is running now is installed one by one on each leading car and last car, and operation plan of event recorder in case of single trainset is suggested. But regarding train operation of multi-coupled trainset operation such as KTX-II, more detailed study is required for event recorder revitalization and record data process method. Therefore, this research aims at operation plan used in existing event recorder, and suggests effective operation and management plan of event recorder in multi-coupled trainset such as new High Speed Train.

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Real Time Transporter Locating System for Shipyard through GNSS and IMU Sensor (GNSS와 IMU센서를 활용한 실시간 트랜스포터 위치추적 시스템)

  • Mun, SeungHwan;An, JongWoo;Lee, Jangmyung
    • Journal of the Society of Naval Architects of Korea
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    • v.56 no.5
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    • pp.439-446
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    • 2019
  • A real time transporter locating system for shipyard has been implemented through the GNSS and IMU sensor. There are a lot of block movements by transporters at the shipyard, which need to be controlled and monitored for conforming to the shipbuilding process. For the precise and safe transporter motion at the yard, a locating system has been developed by using the GNSS and IMU sensors for the transporter. There are several obstacles of the GPS signals for locating the transporter at the yard, such as, buildings and metal structures. To overcome the weakness of the GPS signal transmission, the IMU data have been properly integrated together. The performance of the proposed real time block locating system has been verified through the real experiments with transporters carrying blocks at a shipyard.

Design of radiation detection circuit for gamma column scanning (자동 감마 증류탑 검사 장치를 위한 방사선 계측장치 설계)

  • Kim, Jong-Beom;Jeong, Seong-Hui
    • Proceedings of the KIEE Conference
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    • 2003.11c
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    • pp.612-615
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    • 2003
  • In this paper, a design of radiation detector for gamma column scanner is introduced. Distillation column is important unit in Petro-chemical industries, and its on-line diagnose is very important. To get density profile measured by the radiation transmitted through column is well method for on-line diagnose as gamma scanning. For this purpose radiation detection circuit, radiation source and mechanical system for moving source and detector are required. Conventional radiation detection circuit for this application is sensitive to electric noise because of interface between the radiation circuit and the controller for mechanical system. The radiation detection system introduced here is using loop coil instead of slip ring to remove contact noise. Radiation detection system designed here for gamma scanning consist of BGO detector, high voltage circuit, PHA circuit and FSK modem. The BGO detector is used as radiation sensor, high voltage circuit and peak height analysis circuit is essential to process the signal generated from BGO detector. Micro controller convert measured data into ASCII data. FSK modem transmit ASCII data. Transmitted ASCH data is picked up in antenna coil and processed for combined function with mechanical system. This method gives good result by isolating the controlling circuit of mechanical system from radiation detecting circuit which is sensitive to noise.

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