• Title/Summary/Keyword: Adaptive Algorithm

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Design and Implementation of Acoustic Echo Canceller (Acoustic Echo Canceller 설계 및 구현)

  • 장수안;문대철
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.2C
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    • pp.291-297
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    • 2004
  • In this paper, a new structure for the AEC(Acoustic Echo Canceller) is proposed in which echo signal components that can be created in mobile communications is effectively eliminated. Block Data Flow Architecture is a parallel architecture that achieves high performance, high efficiency, high throughput, and almost linear speed up. The proposed architecture employs AEC and is implemented using the TMS320C6711 for real-time applications. The proposed AEC shows improved performance by eliminating echoes at 55ms delay path. Since the proposed AEC can also be implemented in Firmware, it is believed to effectively work on various types of echoes if it is applied on CDMA mobile devices. The TMS320C6711 shows much better performance comparing to previous DSPs. For experimental verifications, filtering operation using adaptive algorithm is performed on TMS320C6711 board and error signals resulted from computations are monitored on PC, and then the performance of the implemented AEC is verified through ERLE computation. According the results of simulation, good characteristic of 100dB are shown after 500 sampling data.

Low Complexity Lattice Reduction for MIMO Detection using Time Correlation of the Fading Channels (페이딩 채널의 시간 상관성을 이용한 Lattice Reduction 기반 MIMO 수신기 계산량 감소 기법)

  • Kim, Han-Nah;Choi, Kwon-Hue;Kim, Soo-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.6C
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    • pp.523-529
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    • 2010
  • We propose a very low complexity lattice reduction (LR) algorithm for MIMO detection in time varying channels. The proposed scheme reduces the complexity by performing LR in a block-wise manner. The proposed scheme takes advantage of the temporal correlation of the channel matrices in a block and its impact on the unimodular matrices during LR process. From this, the proposed scheme can skip a number of redundant LR processes for consecutive channel matrices and performs a single LR in a block. The simulation results investigated in this letter reveal that the proposed detection scheme requires only 43.4% multiplications and 17.3% divisions of LLL-LR and only 50.2% multiplications and 68.2% divisions of the conventional adaptive LR with almost no performance degradation.

Effective Iterative Control Method to Reduce the Decoding Delay for Turbo TCM Decoder (터보 TCM 디코더의 복호 지연을 감소시키기 위한 효율적인 반복복호 제어기법)

  • 김순영;김정수;장진수;이문호
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.14 no.8
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    • pp.816-822
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    • 2003
  • In this paper, we propose an efficient iteration control method with low complexity for Turbo TCM(Turbo Trellis Coded Modulation) decoding which will be used fur power-limited environment. As the decoding approaches the performance limit of a given turbo code, any further iteration results in very little improvement. Therefore, it is important to devise an efficient criterion to stop the iteration process and prevent unnecessary computations and decoding delay. This paper presents an efficient algorithm for turbo TCM decoding that can greatly reduce the delay and iteration number. The proposed method use adaptive iteration number according to the criterion using the extrinsic information variance parameter in turbo TCM decoding process. The simulation results show that the proposed technique effectively can reduce the decoding delay and computation with very little performance degradation.

Implementation of a 4-Channerl ADPCM CODEC Using a DSP (DSP를 사용한 4채널용 ADPCM CODEC의 실시간 구현에 관한 연구)

  • Lee, Ui-Taek;Lee, Gang-Seok;Lee, Sang-Uk
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.22 no.5
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    • pp.29-38
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    • 1985
  • In this paper we have designed and implemented in real time a simple, efficient and flexible AOPCM cosec using a high speed digital processor, NEC 7720. For ADPCM system, we have used an instantaneous adaptive quantizer and a first-order fixed predictor. The software for NEC 7720 has been developed and it was found that the NEC 7720 was capable of performing the entire ADPCAt algorithm for 4 channels in real time as optimizing the program. Computer simulation has born made to investigate a computational accuracr of NEC 7720 and to de-termine necessary parameters for a ADPCM codec. Real telephone speech, RC-shaped Gaussian noise and 1004 Hz tone signal were used for simulation. In simulation, the parameters werc optimized from the computed SNR and the informal listening test. The developed software was tested in real time operation using a hardware emulator for NEC 7720. It took a maximum 23.25$\mu$s to encode one sample and 113.5$\mu$s, including all the necessary 1/0 operations, to encode 4 channels. In the case of decoding process, it took 24.75$\mu$s to decode one sample and 119.5$\mu$s to decode 4 channels.

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The Study of the System Development on the Safe Environment of Children's Smartphone Use and Contents Recommendations (유아들의 안전한 스마트폰 사용 환경 및 콘텐츠 추천 시스템 개발)

  • Lee, Kyung-A;Park, Eun-Young
    • Journal of Digital Contents Society
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    • v.19 no.5
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    • pp.845-852
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    • 2018
  • This study has developed a preventive launcher from smartphone addiction for the digital generation and the contents recommendation based on machine learning which used multiple and collective intelligence. This could provide convenient digital nurturing experience for the parents who fear their children's over use of digital devices and also suggest individually adaptive digital learning methods that enhance the learning efficiency and pleasurable and safe learning environment for the children. Suggested application is a kind of gamification launcher that protects children from harmful contents and from smartphone addiction with time limit settings. For parents who find difficulty choosing from various kinds of contents and applications for education, this suggested system could provide a learning analytic report based on big data after collecting and analyzing the data of their children's learning and activities and recommend contents necessary for their kids using recommended algorithm by collective intelligence.

Algorithm and Experimental Verification of Underwater Acoustic Communication Based on Passive Time-Reversal Mirror (수동형 시역전에 기반한 수중음향통신 알고리즘 및 실험적 검증)

  • Eom, Min-Jeong;Kim, J.S.;Cho, Jung-Hong;Kim, Hoeyong;Sung, Il
    • The Journal of the Acoustical Society of Korea
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    • v.33 no.6
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    • pp.392-399
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    • 2014
  • The underwater acoustic communication is characterized by doubly spread channels, which are the delay spread due to multiple paths and the doppler spread due to environmental fluctuations or a moving platform. An equalizer is used to remove the inter-symbol interferences that the delay spread causes, but an equalizer doesn't use an acoustic environment such as a multipath. However, a passive time-reversal mirror is simpler than an equalizer because a matched filter is implemented numerically at the receiver structure along with one-way propagation. In this paper, a passive time-reversal mirror is applied to remove interferences due to a multipath in sea-going experimental data in East Sea in Oct. 2010 and improved communication performance is confirmed. The performance is verified by comparing the signal-to-interference plus noise ratio before/after passive time-reversal mirror. It is also performed independently of the passive time-reversal mirror and adaptive equalizer and the bit error rate is compared to verify the performance of underwater acoustic communication.

A New Parallel Method for Narrowband Active Noise Control (협대역 능동 소음 제어를 위한 새로운 병렬 기법)

  • Kim, Seong-Woo;Park, Young-Cheol;Seo, Young-Soo;Youn, Dae Hee
    • The Journal of the Acoustical Society of Korea
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    • v.33 no.6
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    • pp.375-382
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    • 2014
  • In many practical active noise control applications, the primary noise contains multiple closely-spaced harmonics. A narrowband ANC system consists of adaptive filters excited by a composite reference signal, which is the set or sum of sinusoids. This paper analyzes and shows that the convergence speeds of the direct form, parallel form, and simplified parallel form narrowband ANC systems are affected by the fundamental frequency and frequency separation between two adjacent sinusoids in the reference signal. This paper also proposes the new simplified parallel form narrowband ANC system whose convergence speed is independent on the frequency of the reference signal. Computer simulations are conducted to verify the analysis presented in the paper and to compare the proposed narrowband ANC system with the conventional narrowband ANC system.

A Wavelet-based Adaptive Image Watermarking Using Edge Table (영상의 에지 특성을 고려한 웨이블릿 기반의 적응적인 워터마킹 기법)

  • Lee Jae-Hyuk;Moon Ho-Seok;Park Sang-Sung;Jang Dong-Sik
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.53-63
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    • 2006
  • A discrete wavelet transform(DWT)-based image watermarking algorithm is proposed in this paper, the proposed method decompose the original image into four subsampled images. Subsampled images are transformed by 2 level DWT, respectively. The proposed method embeds the watermark into one of the subsampled DWT images using edge table that represents dege characteristics of the original image. Without an original image, a watermark is extracted through comparison one subsampled DWT image inserted the watermark with the rest of the submapled DWT images. many exiting methodes do not adequately estimate edge regions where intensities are changed abruptly. The proposed method address with an edge table. Also, even if the watermark is embedded into a low frequency area, our method preserves the image quality. The vality of the proposed method is demonstrated through the PSNR test and subjective image quality that human eyes feel.

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Estimation and Control of Speed of Induction Motor using FNN and ANN (FNN과 ANN을 이용한 유도전동기의 속도 제어 및 추정)

  • Lee Jung-Chul;Park Gi-Tae;Chung Dong-Hwa
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.42 no.6
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    • pp.77-82
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    • 2005
  • This paper is proposed fuzzy neural network(FNN) and artificial neural network(ANN) based on the vector controlled induction motor drive system. The hybrid combination of fuzzy control and neural network will produce a powerful representation flexibility and numerical processing capability. Also, this paper is proposed control and estimation of speed of induction motor using fuzzy and neural network. The back propagation neural network technique is used to provide a real time adaptive estimation of the motor speed. The error between the desired state variable and the actual one is back-propagated to adjust the rotor speed, so that the actual state variable will coincide with the desired one. The back propagation mechanism is easy to derive and the estimated speed tracks precisely the actual motor speed. This paper is proposed the experimental results to verify the effectiveness of the new method.

Error Concealment Method Based on POCS for Multi-layered Video Coding (다계층 비디오 코딩에 적용 가능한 POCS 기반 에러 은닉 기법)

  • Yun, Byoung-Ju
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.46 no.4
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    • pp.67-75
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    • 2009
  • Multi-layered video coding that provides scalability across the visual content has emerged for easily adaptive service over current heterogeneous network. However, the network is still error prone environment so that video service may suffer packet loss or erroneous decoding of the video. Especially distortion caused by the burst error may propagate to several pictures until intra refreshing, which will raise a terrific degradation of picture quality. To overcome the problem at terminal independently, we propose a new error concealment algorithm for the multi-layered video coding. The proposed method uses the similarity of between layers in the multi-layered video coding and POCS (Projections Onto Convex Sets) which is a powerful error concealment tool, but heavily dependent on initial values. To find adequate initial value which can reduce iteration times as well as achieve high performance, we took consideration into both features of layered approach coding and the correlation in neighbor blocks. The simulation results show that the proposed concealment method works well.