• Title/Summary/Keyword: Sensor signal processor

Search Result 135, Processing Time 0.028 seconds

Design and Implementation of Multi-mode Sensor Signal Processor on FPGA Device (다중모드 센서 신호 처리 프로세서의 FPGA 기반 설계 및 구현)

  • Soongyu Kang;Yunho Jung
    • Journal of Sensor Science and Technology
    • /
    • v.32 no.4
    • /
    • pp.246-251
    • /
    • 2023
  • Internet of Things (IoT) systems process signals from various sensors using signal processing algorithms suitable for the signal characteristics. To analyze complex signals, these systems usually use signal processing algorithms in the frequency domain, such as fast Fourier transform (FFT), filtering, and short-time Fourier transform (STFT). In this study, we propose a multi-mode sensor signal processor (SSP) accelerator with an FFT-based hardware design. The FFT processor in the proposed SSP is designed with a radix-2 single-path delay feedback (R2SDF) pipeline architecture for high-speed operation. Moreover, based on this FFT processor, the proposed SSP can perform filtering and STFT operation. The proposed SSP is implemented on a field-programmable gate array (FPGA). By sharing the FFT processor for each algorithm, the required hardware resources are significantly reduced. The proposed SSP is implemented and verified on Xilinxh's Zynq Ultrascale+ MPSoC ZCU104 with 53,591 look-up tables (LUTs), 71,451 flip-flops (FFs), and 44 digital signal processors (DSPs). The FFT, filtering, and STFT algorithm implementations on the proposed SSP achieve 185x average acceleration.

Interferometric fiberoptic sensor signal processor for smart structures (지능형 구조물을 위한 간섭형 광섬유 센서 신호처리기)

  • 홍영준;예윤해
    • Korean Journal of Optics and Photonics
    • /
    • v.14 no.6
    • /
    • pp.588-593
    • /
    • 2003
  • A signal processor for interferometeric fiber optic sensors, which measure dynamic quantities of frequency up to 1 KHz with high sensitivity, is developed. It is a high-speed version of the all-digital phase tracking (ADPT) processor that was used to measure static or slowly-varying quantities. The processor was applied to a fiber optic Mach-Zehnder interferometer to evaluate the performance. The measured total harmonic distortion was near to -50 ㏈, which is the theoretical limit or the ADPT signal processing.

Implementation of a Thermal Imaging System with Focal Plane Array Typed Sensor (초점면 배열 방식의 열상카메라 시스템의 구현)

  • 박세화;원동혁;오세중;윤대섭
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.6 no.5
    • /
    • pp.396-403
    • /
    • 2000
  • A thermal imaging system is implemented for the measurement and the analysis of the thermal distribution of the target objects. The main part of the system is a thermal camera in which a focal plane array typed sensor is introduced. The sensor detects the mid-range infrared spectrum of target objects and then it outputs a generic video signal which should be processed to form a frame thermal image. Here, a digital signal processor(DSP) is applied for the high speed processing of the sensor signals. The DSP controls analog-to-digital converter, performs correction algorithms and outputs the frame thermal data to frame buffers. With the frame buffers can be generated a NTSC signal and transferred the frame data to personal computer(PC) for the analysis and a monitoring of the thermal scenes. By performing the signal processing functions in the DSP the overall system achieves a simple configuration. Several experimental results indicate the performance of the overall system.

  • PDF

Signal processing of interferometric sensor using modified ramp modulation (변형 램프변조를 이용한 간섭 센서의 신호처리)

  • Kang, Hyun-Sook;Yeh, Yun-Hae
    • Journal of Sensor Science and Technology
    • /
    • v.16 no.5
    • /
    • pp.342-348
    • /
    • 2007
  • A high-speed signal processor for Fabry-Perot interferometric sensors using modified ramp modulation is implemented. The main idea for the signal processing is to find a modulation waveform that could induce a linear frequency change in a laser diode to linearize the relationship between the optical phase shift and measurand. It is found that the waveform could be modeled as the addition of a linear term and an exponential term. A signal processor adopting modified ramp modulation technique is implemented and evaluated to find linearity, drift and random walk of $<{\pm}1.5%$, $0.4^{\circ}C$, $5.28{\times}10^{-4}^{\circ}C/{\sqrt{Hz}}$.

Development of Surface EMG Sensor Prototype and Its Application for Human Elbow Joint Angle Extraction (표면 근전도 센서 프로토타입 개발 및 인간의 팔꿈치 관절 각도 추출 응용)

  • Yu, Hyeon-Jae;Lee, Hyun-Chul;Choi, Young-Jin
    • The Journal of Korea Robotics Society
    • /
    • v.2 no.3
    • /
    • pp.205-211
    • /
    • 2007
  • In this paper, the prototype of surface EMG (ElectroMyoGram) sensor is developed for the robotic rehabilitation applications, and the developed sensor is composed of the electrodes, analog signal amplifiers, analog filters, ADC (analog to digital converter), and DSP (digital signal processor) for coding the application example. Since the raw EMG signal is very low voltage, it is amplified by about one thousand times. The artifacts of amplified EMG signal are removed by using the band-pass filter. Also, the processed analog EMG signal is converted into the digital form by using ADC embedded in DSP. The developed sensor shows approximately the linear characteristics between the amplitude values of the sensor signals measured from the biceps brachii of human upper arm and the joint angles of human elbow. Finally, to show the performance of the developed EMG sensor, we suggest the application example about the real-time human elbow motion acquisition by using the developed sensor.

  • PDF

Void Fraction Measurement by the Improved Multi-Channel Impedance Void Meter (개량된 다채널 임피던스형 측정기에 의한 기포율의 측정)

  • Song, Cheol-Hwa;Jeong, Mun-Gi
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.20 no.1
    • /
    • pp.384-398
    • /
    • 1996
  • An improved multi-channel Impedance Void Meter (IVM) is developed to measure an area-averaged void fraction. It consists of a main sensor, a reference sensor and a signal processor. The sensor was designed to be flush-mounted to the inner wall of the test section to avoid the flow disturbances. Guard electrodes are used to obtain evenly distributed electrical field in a measuring volume. A reference sensor is also installed to eliminate the drift in void signal caused by the changes in electrical properties of working fluid. The signal processor with three channels is specially designed so as to minimize the inherent error due to the phase difference between channels. As an example of applications, the mean and fluctuating components of void fraction are measured for bubbly and slug flow regime, and it is shown that IVM has good dynamic resolution which is required to investigate the structural developments of bubbly flow and the propagation of void waves in a flow channel.

Sensor Module Architecture and Data Processing Framework for Energy Efficient Seamless Signal Processing in WSN (무선 센서네트워크에서의 저전력 연속 신호처리를 위한 센서모듈 아키텍처 및 데이터처리 프레임워크)

  • Hong, Sang-Gi;Kim, Nae-Soo;Kim, Whan-Woo
    • Journal of the Institute of Electronics Engineers of Korea CI
    • /
    • v.48 no.6
    • /
    • pp.9-16
    • /
    • 2011
  • Due to the development and proliferation of ubiquitous technologies and services, various sensor network applications are being appeared on the stage. The needs for algorithms requiring sensor data fusion and complex signal processing with a high-performance processor such as a digital signal processor are also increased. However, it is difficult to use such processor for the low-power sensor network operating with a battery because of power consumption. This paper proposes a hybrid-type sensor module architecture supporting wakeup/sleep software framework for the wireless sensor node and shows the implemented sensor node platform and performances focused on the energy consumption and wakeup time.

Development of High-Precision Measuring Device for Six-axis Force/Moment Sensor (로봇용 6축 힘/모멘트 센서를 위한 고성능측정기 개발)

  • Shin, Hyi-Jun;Kim, Gab-Soon
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.24 no.10
    • /
    • pp.46-53
    • /
    • 2007
  • This paper describes the development of a high-precision measuring device with DSP (digital signal processor) for the accurate measurement of the 6-axis force/moment sensor mounted to a humanoid robot's ankle. In order to walk on uneven terrain safely, the foot should perceive the applied forces Fx, Fy, and Fz and moments Mx, My, and Mz to itself, and control the foot using the measured them. The applied forces and moments should be measured from two 6-axis force/moment sensors mounted to the feet, and the sensor is composed of Fx sensor, Fy sensor, Fz sensor, Mx sensor, My sensor and Mz sensor in a body (single block). In order to acquire output values from twelve sensors (two 6-axis force/moment sensor) accurately, the measuring device should get the function of high speed, and should be small in size. The commercialized measuring devices have the function of high speed, unfortunately, they are large in size and heavy in weight. In this paper, the high-precision measuring device for acquiring the output values from two 6-axis force/moment sensors was developed. It is composed of a DSP (150 MHz), a RAM (random access memory), amplifiers, capacities, resisters and so on. And the characteristic test was carried out.

Implementation of Auto-tuning Positive Position Feedback Controller Using DSP Chip and Microcontroller (디지털신호처리 칩과 마이크로 컨트롤러를 이용한 자동 조정 양변위 되먹임 제어기의 구현)

  • Kwak, Moon K.;Kim, Ki-Young;Bang, Se-Yoon
    • Transactions of the Korean Society for Noise and Vibration Engineering
    • /
    • v.15 no.8 s.101
    • /
    • pp.954-961
    • /
    • 2005
  • This paper is concerned with the implementation of auto-tuning positive position feedback controller using a digital signal processor and microcontroller. The main advantage of the positive position feedback controller is that it can control a natural mode of interest by tuning the filter frequency of the positive position feedback controller to the natural frequency of the target mode. However, the positive position feedback controller loses its advantage when mistuned. In this paper, the fast fourier transform algorithm is implemented on the microcontroller whereas the positive position feedback controller is implemented on the digital signal processor. After calculating the frequency which affects the vibrations of structure most, the result is transferred to the digital signal processor. The digital signal processor updates the information on the frequency to be controlled so that it can cope with both internal and external changes. The proposed scheme was installed and tested using a beam equipped with piezoceramic sensor and actuator. The experimental results show that the auto-tuning positive position feedback controller proposed in this paper can suppress vibrations even when the target structure undergoes structural change thus validating the approach.

Implementation of Adaptive Positive Popsition Feedback Controller Using DSP chip and Microcontroller (디지털신호처리 칩과 마이크로 컨트롤러를 이용한 적응 양변위 되먹임 제어기의 구현)

  • Kwak, Moon-K.;Kim, Ki-Young;Bang, Se-Yoon
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2005.05a
    • /
    • pp.498-503
    • /
    • 2005
  • This paper is concerned with the implementation of adaptive positive position feedback controller using a digital signal processor and microcontroller The main advantage of the positive position feedback controller is that it can control a natural mode of interest by tuning the filter frequency of the positive position feedback controller to the natural frequency of the target mode. However, the positive position feedback controller loses its advantage when mistuned. In this paper, the fast fourier transform algorithm is implemented on the microcontroller whereas the positive position feedback controller is implemented on the digital signal processor. After calculating the frequency which affects the vibrations of structure most the result is transferred to the digital signal processor. The digital signal processor updates the information on the frequency to be controlled so that it can cope with both internal and external changes. The proposed scheme was installed and tested using a beam equipped with piezoceramic sensor and actuator. The experimental results show that the adaptive positive position feedback controller proposed in this paper can suppress vibrations even when the target structure undergoes structural change thus validating the approach.

  • PDF