• Title/Summary/Keyword: multiple input processing

Search Result 256, Processing Time 0.022 seconds

Design of Multiple-Valued Logic Circuits on Reed-Muller Expansions Using Perfect Shuffle (Perfect Shuffle에 의한 Reed-Muller 전개식에 관한 다치 논리회로의 설계)

  • Seong, Hyeon-Gyeong
    • The KIPS Transactions:PartA
    • /
    • v.9A no.3
    • /
    • pp.271-280
    • /
    • 2002
  • In this paper, the input-output interconnection method of the multiple-valued signal processing circuit using Perfect Shuffle technique and Kronecker product is discussed. Using this method, the circuit design method of the multiple-valued Reed-Muller Expansions (MRME) which can process the multiple-valued signal easily on finite fields GF$(p^m)$ is presented. The proposed input-output interconnection methods show that the matrix transform is an efficient and the structures are modular. The circuits of multiple-valued signal processing of MRME on GF$(p^m)$ design the basic cells to implement the transform and inverse transform matrix of MRME by using two basic gates on GF(3) and interconnect these cells by the input-output interconnection technique of the multiple-valued signal processing circuits. The proposed multiple-valued signal processing circuits that are simple and regular for wire routing and possess the properties of concurrency and modularity are suitable for VLSI.

Hardware Software Co-Simulation of the Multiple Image Encryption Technique Using the Xilinx System Generator

  • Panduranga, H.T.;Naveen, Kumar S.K.;Sharath, Kumar H.S.
    • Journal of Information Processing Systems
    • /
    • v.9 no.3
    • /
    • pp.499-510
    • /
    • 2013
  • Hardware-Software co-simulation of a multiple image encryption technique shall be described in this paper. Our proposed multiple image encryption technique is based on the Latin Square Image Cipher (LSIC). First, a carrier image that is based on the Latin Square is generated by using 256-bits of length key. The XOR operation is applied between an input image and the Latin Square Image to generate an encrypted image. Then, the XOR operation is applied between the encrypted image and the second input image to encrypt the second image. This process is continues until the nth input image is encrypted. We achieved hardware co-simulation of the proposed multiple image encryption technique by using the Xilinx System Generator (XSG). This encryption technique is modeled using Simulink and XSG Block set and synthesized onto Virtex 2 pro FPGA device. We validated our proposed technique by using the hardware software co-simulation method.

A Design and Implementation of Real-time Video frame data Processing control for Block Matching Algorithm (고속블럭정합 알고리즘을 위한 실시간 영상프레임 데이터 처리 제어 방법의 설계 및 구현)

  • 이강환;황호정
    • Proceedings of the IEEK Conference
    • /
    • 2001.06b
    • /
    • pp.373-376
    • /
    • 2001
  • This paper has been studied a real-time video frame data processing control that used the linear systolic array for motion estimation. The proposed data control processing provides to the input data into the multiple processor array unit(MPAU) from search area and reference block data. The proposed data control architecture has based on two slice band for input data processing. And it has no required external control logic blocks for input data as like reference block or search area data.

  • PDF

Polar-Format-Processing-Based Moving Target Imaging in MIMO Radar Environment (MIMO 레이다 환경에서 Polar Format Processing 기반 이동표적 이미징)

  • Choi, Sang-Hyun;Yang, Hoon-Gee
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
    • /
    • v.30 no.2
    • /
    • pp.124-131
    • /
    • 2019
  • This study presents an imaging algorithm that can provide an image of a moving target in a multiple-input-multiple-output radar environment where multiple transmitting and receiving radars are fixed on the ground. The proposed algorithm, which is based on polar format processing using plane wave approximation, is shown to provide an unaliased image by using multiple transmitting radars even when the distances between the receiving radars are relatively large. We derive the conditions necessary to deploy the transmitting radars by which the resolution of the reconstructed image can be improved, while simultaneously reducing aliasing artifacts. Moreover, we offer a means of separating out each transmitting radar target echo. Finally, the performance of the proposed system is verified through a simulation.

Monolith and Partition Schemes with LDA and Neural Networks as Detector Units for Induction Motor Broken Rotor Bar Fault Detection

  • Ayhan Bulent;Chow Mo-Yuen;Song Myung-Hyun
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
    • /
    • v.5B no.2
    • /
    • pp.103-110
    • /
    • 2005
  • Broken rotor bars in induction motors can be detected by monitoring any abnormality of the spectrum amplitudes at certain frequencies in the motor current spectrum. Broken rotor bar fault detection schemes should rely on multiple signatures in order to overcome or reduce the effect of any misinterpretation of the signatures that are obscured by factors such as measurement noises and different load conditions. Multiple Discriminant Analysis (MDA) and Artificial Neural Networks (ANN) provide appropriate environments to develop such fault detection schemes because of their multi-input processing capabilities. This paper describes two fault detection schemes for broken rotor bar fault detection with multiple signature processing, and demonstrates that multiple signature processing is more efficient than single signature processing.

Design and Implementation of High-Performance Parallel Fuzzy Architecture (고성능 병렬 퍼지 아키텍처의 설계 및 구현)

  • Lee, Sang-Gu
    • The Transactions of the Korea Information Processing Society
    • /
    • v.5 no.7
    • /
    • pp.1791-1800
    • /
    • 1998
  • 본 논문에서는 Mamdani 방법과 Koczy 방법의 퍼지 추론 알고리즘에 대햇 병렬머신에 적합한 병렬 퍼지 추론 방법을 제안하고, 효율적인 병렬 퍼지 아키텍처를 설계한다. 제안된 아키텍처는 비교적 높은 성능을 갖고, 확장이 용이한 구조로서, 여러개의 FPE(Fuzzy Processing Element), CP(Control Processor), 메모리 모듈, 상호연결망 및 Min 회로로 구성되어 있다. 이러한 구조의 특징은 iqjsWo의 FPE는 I번째의 전건부 및 I번째의 후건부의 처리만을 수행하기 때문에 전건부, 변수들의 처리는 각각 병렬도 수행되고, 후건부의 처리도 또한 각각 병렬로 수행된다. 따라서 프로세서의 활용도가 높아지며, 전건부와 후건부의 변수, 퍼지규칙의수에 관계없이 쉽게 구성할 수 있다. 이러한 구조는 실시간에 고속추론을 요하는 시스템 또는 전건부와 후건부의 변수가 많은 대규모 전문가 시스템에 사용되어 질 수 있으며, MISO(Multiple-input, Single-output) 시스템보다 MIMO(Multiple-input, Multiple-output) 시스템에 특히 적합하다.

  • PDF

A Study on Additional Processing Processes for Learning Multiple-input Images and Improving Inference Efficiency in Deep Learning (딥러닝의 다수 입력 이미지 학습 및 추론 효율 향상을 위해 추가적인 처리 프로세스 연구)

  • Choi, Donggyu;Kim, Minyoung;Jang, Jongwook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2021.10a
    • /
    • pp.44-46
    • /
    • 2021
  • Many cameras are used in real life, and they are often used for monitoring and crime prevention to check the situation of problems beyond just taking pictures for memories. Such surveillance and prevention are generally used only for simple storage, and in systems utilizing multiple cameras, utilizing additional features would require additional hardware specifications. In this paper, we add image input methods and post-object processing processes to process multiple image inputs from one hardware or server that perform object detection systems that deviate from typical image processing. The performance of the method is utilized in both learning and reasoning of the hardware performing deep learning, and allows improved image processing processes to be performed.

  • PDF

A Consideration on the Identifiability for Blind Signal Separation in MIMO LTI Channels (MIMO LTI 채널에서의 블라인드 신호분리시의 식별성에 대한 고찰)

  • Kwon, Soon-Man;Kim, Seog-Joo;Lee, Jong-Moo;Kim, Choon-Kyung;Cho, Chang-Hee
    • Proceedings of the KIEE Conference
    • /
    • 2004.11c
    • /
    • pp.265-267
    • /
    • 2004
  • A blind separation problem in a multiple-input-multiple-output (MIMO) linear time-invariant (LTI) system with finite-alphabet inputs is considered. A discrete-time matrix equation model is used to describe the input-output relation of the system in order to make full use of the advantages of modern digital signal processing techniques. At first, ambiguity problem is investigated. Then, based on the results of the investigation, a new identifiability condition is proposed for the case of an input-data set which is widely used in digital communication. A probability bound such that an arbitrary input matrix satisfies the identifiability condition is derived. Finally, Monte-Carlo simulation is performed to demonstrate the validity of our suggestions.

  • PDF

handwritten Numeral Recognition Based on Modular Neural Networks Utilizing Rotated and Translated Images (회전 및 이동 영상을 이용하는 모듈 구조 신경망 기반 필기체 숫자 인식)

  • Im, Gil-Taek;Nam, Yun-Seok;Jin, Seong-Il
    • The Transactions of the Korea Information Processing Society
    • /
    • v.7 no.6
    • /
    • pp.1834-1843
    • /
    • 2000
  • In this paper, we propose a modular neural network based classification method for handwritten numerals utilizing rotated and translated images of an input image. The whole numeral pattern space is divided into smaller spaces which overlap each other and form multiple clusters. On these multiple clusters, multiple multilayer perceptrons (MLP) neural networks, specialized in those clusters, are constructed. Thus, each MLP acts as an expert network on the corresponding cluster. An MLP is also used as a gating network functioning as a mediator among the multiple MLPs. In the learning phase, an input numeral image is dithered by tow geometric operations of translation and rotation so that new numeral images similar to original one are generated. In the recognition phase, we utilize not only input numeral image, but also nearly generated images through the rotation and the translation of the original image. Thus, multiple output values for those generated images were combined to make class decision by various combination methods. The experimental results confirm the validity of the proposed method.

  • PDF

Compensation Algorithm of Arrival Time Mismatch in the Space-Time Coded Systems

  • Kim, Min-Hyuk;Choi, Suk-Soon;Jung, Ji-Won;Lee, Seong-Ro;Cho, Han-Na;Choi, Myeong-Soo
    • Journal of information and communication convergence engineering
    • /
    • v.6 no.3
    • /
    • pp.353-357
    • /
    • 2008
  • One objective in developing the next generation of wireless communication systems is to increase data rates and reliability. A promising way to achieve this is to combine multiple-input and multiple-output signal processing with a space-time coding scheme, which offers higher coding and diversity gains and improves the spectrum efficiency and reliability of a wireless communication system. It is noted, however, that time delay differences and phase differences among different channels increase symbol interference and degrade system performance. In this letter, we investigate phase differences and their effects on multiple-input and multiple-output systems, and propose a compensation algorithm for the Rayleigh fading model to minimize their effects.