• Title/Summary/Keyword: and Algorithm

Search Result 60,138, Processing Time 0.065 seconds

A New Blind Equalization Algorithm with A Stop-and-Go Flag (Stop-and-Go 플래그를 가지는 새로운 블라인드 등화 알고리즘)

  • Jeong, Young-Hwa
    • The Journal of Information Technology
    • /
    • v.8 no.3
    • /
    • pp.105-115
    • /
    • 2005
  • The CMA and MMA blind equalization algorithm has the inevitable large residual error caused by mismatching between the symbol constellation at a steady state after convergence. Stop-and-Go algorithm has a very superior residual error characteristics at a steady state but a relatively slow convergence characteristics. In this paper, we propose a SAG-Flagged MMA as a new adaptive blind equalization algorithm with a Stop-and-Go flag which follows a flagged MMA in update scheme of tap weights as appling the flag obtaining from Stop-and-Go algorithm to MMA. Using computer simulation, it is confirmed that the proposed algorithm has an enhancing performance from the viewpoint of residual ISI, residual error and convergence speed in comparison with MMA and Stop-and-Go algorithm. Algorithm has a new error function using the decided original constellation instead of the reduced constellation. By computer simulation, it is confirmed that the proposed algorithm has the performance superiority in terms of residual ISI and convergence speed compared with the adaptive blind equalization algorithm of CMA family, Constant Modulus Algorithm with Carrier Phase Recovery and Modified CMA(MCMA).

  • PDF

A Variable Step-Size NLMS Algorithm with Low Complexity

  • Chung, Ik-Joo
    • The Journal of the Acoustical Society of Korea
    • /
    • v.28 no.3E
    • /
    • pp.93-98
    • /
    • 2009
  • In this paper, we propose a new VSS-NLMS algorithm through a simple modification of the conventional NLMS algorithm, which leads to a low complexity algorithm with enhanced performance. The step size of the proposed algorithm becomes smaller as the error signal is getting orthogonal to the input vector. We also show that the proposed algorithm is an approximated normalized version of the KZ-algorithm and requires less computation than the KZ-algorithm. We carried out a performance comparison of the proposed algorithm with the conventional NLMS and other VSS algorithms using an adaptive channel equalization model. It is shown that the proposed algorithm presents good convergence characteristics under both stationary and non-stationary environments despites its low complexity.

The Development of a New Distributed Multiobjective Evolutionary Algorithm with an Inherited Age Concept (계승적 나이개념을 가진 다목적 진화알고리즘 개발)

  • Kang, Young-Hoon;Zeungnam Bien
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2001.12a
    • /
    • pp.229-232
    • /
    • 2001
  • Recently, several promising multiobjective evolutionary algorithms, e,g, SPEA, NSGA-ll, PESA, and SPEA2, have been developed. In this paper, we also propose a new multiobjective evolutionary algorithm that compares to them. In the algorithm proposed in this paper, we introduce a novel concept, "inherited age" and total algorithm is executed based on the inherited age concept. Also, we propose a new sharing algorithm, called objective classication sharing algorithm(OCSA) that can preserve the diversity of the population. We will show the superior performance of the proposed algorithm by comparing the proposed algorithm with other promising algorithms for the test functions.

  • PDF

Optimal strapdown coning compensation algorithm (최적 스트랩다운 원추 보상 알고리듬)

  • Park, Chan-Gook;Kim, Kwang-Jin;Lee, Jang-Gyu
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.2 no.3
    • /
    • pp.242-247
    • /
    • 1996
  • In this paper, an optimal coning compensation algorithm for strapdown system is proposed by minimizing the coning error. The proposed algorithm is derived as a generalized form in that it contains the class of the existing coning algorithms and allows the design of optimal algorithm for various combinations of gyro samples. It is shown the magnitude of resulting algorithm errors depends mainly on the total number of gyro samples including present and previous gyro samples. Based on the results, the proposed algorithm enables the algorithm designers to develop the effective coning compensation algorithm according to their attitude computation specifications with ease. In addition, the multirate method which can efficiently implement the algorithm is presented.

  • PDF

Boiler Supply Water Temperature Setting by Outside Air Temperature and Return Water Temperature (외기온도와 환수온도를 이용한 보일러의 공급수온도설정)

  • Han, Do-Young;Yoo, Byeong-Kang
    • Proceedings of the SAREK Conference
    • /
    • 2009.06a
    • /
    • pp.161-166
    • /
    • 2009
  • Condensing gas boiler units may make a big role for the reduction of energy consumption in heating industries. In order to decrease the energy consumption of a boiler unit, the effective operation is necessary. In this study, the supply water temperature algorithm of a condensing gas boiler was developed. This includes the setpoint algorithm and the control algorithm of the supply water temperature. The setpoint algorithm was developed by the fuzzy logic and the control algorithm was developed by the proportional integral algorithm. In order to analyse the performance of the supply water temperature algorithm, the dynamic model of a condensing gas boiler system was used. Simulation results showed that the supply water temperature algorithm developed for this study may be practically applied for the control of the condensing gas boiler.

  • PDF

Design and Analysis of the GOST Encryption Algorithm (GOST 암호화 알고리즘의 구현 및 분석)

  • 류승석;정연모
    • Journal of the Korea Society for Simulation
    • /
    • v.9 no.2
    • /
    • pp.15-25
    • /
    • 2000
  • Since data security problems are very important in the information age, cryptographic algorithms for encryption and decryption have been studied for a long time. The GOST(Gosudarstvennyi Standard or Government Standard) algorithm as a data encryption algorithm with a 256-bit key is a 64-bit block algorithm developed in the former Soviet Union. In this paper, we describe how to design an encryption chip based on the GOST algorithm. In addition, the GOST algorithm is compared with the DES(Data Encryption Standard) algorithm, which has been used as a conventional data encryption algorithm, in modeling techniques and their performance. The GOST algorithm whose key size is relatively longer than that of the DES algorithm has been expanded to get better performance, modeled in VHDL, and simulated for implementation with an CPLD chip.

  • PDF

Control Algorithms of a Condensing Gas Boiler (응축형가스보일러의 제어알고리즘)

  • Han, Do-Young;Kim, Sung-Hak
    • Proceedings of the SAREK Conference
    • /
    • 2008.11a
    • /
    • pp.399-404
    • /
    • 2008
  • Condensing gas boiler units may make a big role for the reduction of energy consumption in heating industries. In order to decrease the energy consumption of a condensing gas boiler unit, the effective control of the system is necessary. In this study, control algorithms of a condensing gas boiler were developed. Control algorithms are composed of the setpoint algorithm and the control algorithm. The setpoint algorithm consists of the supply water temperature setpoint algorithm and the pump setpoint algorithm. The control algorithm consists of the gas valve control algorithm and the blower control algorithm. In order to analyse the performance of control algorithms, dynamic models of a condensing gas boiler system were used. Simulation results showed that control algorithms developed for this study may be practically applied to the condensing gas boiler.

  • PDF

An Analysis on the Echo Cancellation Algorithm Reducing the Computational Quantities

  • Lee, Haeng-Woo
    • Journal of information and communication convergence engineering
    • /
    • v.2 no.2
    • /
    • pp.89-92
    • /
    • 2004
  • An adaptive algorithm for reducing the hardware complexity is presented. This paper proposes a modified LMS algorithm for the adaptive system and analyzes its convergence characteristics mathematically. An objective of the proposed algorithm is to reduce the hardware complexity. In order to test the performances, it is applied to the echo canceller, and a program is described. The results from simulations show that the echo canceller adopting the proposed algorithm achieves almost the same performances as one adopting the NLMS algorithm. If an echo canceller is implemented with this algorithm, its computation quantities are reduced to the one third as many as the one that is implemented with the NLMS algorithm, without so much degradation of performances.

Weight optimization of coupling with bolted rim using metaheuristics algorithms

  • Mubina Nancy;S. Elizabeth Amudhini Stephen
    • Coupled systems mechanics
    • /
    • v.13 no.1
    • /
    • pp.1-19
    • /
    • 2024
  • The effectiveness of coupling with a bolted rim is assessed in this research using a newly designed optimization algorithm. The current study, which is provided here, evaluates 10 contemporary metaheuristic approaches for enhancing the coupling with bolted rim design problem. The algorithms used are particle swarm optimization (PSO), crow search algorithm (CSA), enhanced honeybee mating optimization (EHBMO), Harmony search algorithm (HSA), Krill heard algorithm (KHA), Pattern search algorithm (PSA), Charged system search algorithm (CSSA), Salp swarm algorithm (SSA), Big bang big crunch optimization (B-BBBCO), Gradient based Algorithm (GBA). The contribution of the paper isto optimize the coupling with bolted rim problem by comparing these 10 algorithms and to find which algorithm gives the best optimized result. These algorithm's performance is evaluated statistically and subjectively.

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data

  • Jin, Ran;Chen, Gang;Tung, Anthony K.H.;Shou, Lidan;Ooi, Beng Chin
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.12 no.6
    • /
    • pp.2761-2781
    • /
    • 2018
  • With the continuous growth of data size and the use of compression technology, data reduction has great research value and practical significance. Aiming at the shortcomings of the existing semantic compression algorithm, this paper is based on the analysis of ItCompress algorithm, and designs a method of bidirectional order selection based on interval partitioning, which named An Optimized Iterative Semantic Compression Algorithm (Optimized ItCompress Algorithm). In order to further improve the speed of the algorithm, we propose a parallel optimization iterative semantic compression algorithm using GPU (POICAG) and an optimized iterative semantic compression algorithm using Spark (DOICAS). A lot of valid experiments are carried out on four kinds of datasets, which fully verified the efficiency of the proposed algorithm.