• Title/Summary/Keyword: real-time channels

Search Result 257, Processing Time 0.024 seconds

Nonlinear channel equalization using a decision feedback recurrent neural network (결정 궤환 재귀 신경망을 이용한 비선형 채널의 등화)

  • 옹성환;유철우;홍대식
    • Journal of the Korean Institute of Telematics and Electronics S
    • /
    • v.34S no.9
    • /
    • pp.23-30
    • /
    • 1997
  • In this paper, a decision feedback recurrent neural equalization (DFRNE) scheme is proposed for adaptive equalization problems. The proposed equalizer models a nonlinear infinite impulse response (IIR) filter. The modified Real-Time recurrent Learning Algorithm (RTRL) is used to train the DFRNE. The DFRNE is applied to both linear channels with only intersymbol interference and nonlinear channels for digital video cassette recording (DVCR) system. And the performance of the DFRNE is compared to those of the conventional equalizaion schemes, such as a linear equalizer, a decision feedback equalizer, and neural equalizers based on multi-layer perceptron (MLP), in view of both bit error rate performance and mean squared error (MSE) convergence. It is shown that the DFRNE with a reasonable size not only gives improvement of compensating for the channel introduced distortions, but also makes the MSE converge fast and stable.

  • PDF

High Quality Multi-Channel Audio System for Karaoke Using DSP (DSP를 이용한 가라오케용 고음질 멀티채널 오디오 시스템)

  • Kim, Tae-Hoon;Park, Yang-Su;Shin, Kyung-Chul;Park, Jong-In;Moon, Tae-Jung
    • The Journal of the Acoustical Society of Korea
    • /
    • v.28 no.1
    • /
    • pp.1-9
    • /
    • 2009
  • This paper deals with the realization of multi-channel live karaoke. In this study, 6-channel MP3 decoding and tempo/key scaling was operated in real time by using the TMS320C6713 DSP, which is 32 bit floating-point DSP made by TI Co. The 6 channel consists of front L/R instrument, rear L/R instrument, melody, and woofer. In case of the 4 channel, rear L/R instrument can be replaced with drum L/R channel. And the final output data is generated as adjusted to a 5.1 channel speaker. The SOLA algorithm was applied for tempo scaling, and key scaling was done with interpolation and decimation in the time domain. Drum channel was excluded in key scaling by separating instruments into drums and non-drums, and in processing SOLA, high-quality tempo scaling was made possible by differentiating SOLA frame size, which was optimized for real-time process. The use of 6 channels allows the composition of various channels, and the multi-channel audio system of this study can be effectively applied at any place where live music is needed.

A Causality Error Prevention Scheme In The Hybrid Simulation (혼합시뮬레이션에서의 인과관계 오류 해결방안)

  • 서동욱
    • Journal of the Korea Society for Simulation
    • /
    • v.4 no.2
    • /
    • pp.31-40
    • /
    • 1995
  • A hybrid simulation model consists of real physical entities as well as simulated ones. It also contains logical processes for decision making for each operation units, a group of the entities. During the execution of such simulations, the physical and the logical processes consume real clock time while the activity durations of the simulated ones are generated. Due to the inherent chracteristics of the subjects of the communication channels. Since one can not undo an real event already taken place, the traditional central clock approach is used for the synchronization of the events(Kim[6]). However, there are still chances of causality errors due to the randomness in the communication delays. This error is not found in the distributed pure simulations. This paper explains the error in details and proposes a prevention scheme that is simple to implement.

  • PDF

A Fair Queuing Algorithm to Reduce Energy Consumption in Wireless Channels (무선 채널의 에너지 소비를 줄이기 위한 공평 큐잉 알고리즘)

  • Kim, Tae-Joon
    • Journal of Korea Multimedia Society
    • /
    • v.10 no.7
    • /
    • pp.893-901
    • /
    • 2007
  • Since real-time multimedia applications requiring duality-of-service guarantees are spreading over mobile and wireless networks, energy efficiency in wireless channels is becoming more important. Energy consumption in the channels can be reduced with decreasing the rate of scheduler's outgoing link by means of Dynamic Modulation Scaling (DMS). This paper proposes a fair queuing algorithm, termed Rate Efficient Fair Queuing (REFQ), in order to reduce the outgoing link's rate, which is based on the Latency-Optimized Fair Queuing algorithm developed to enhance Weighted Fair Queuing (WFQ). The performance evaluation result shows that REFQ does decrease the link rate by up to 35% in comparison with that in WFQ, which results in reducing the energy consumption by up to 90% when applied to the DMS based radio modem.

  • PDF

Color image restoration for a single-CCD color camcorder system (단일 CCD 컬러 캠코더 시스템을 위한 컬러 영상복원)

  • Na, Woon;Park, Yong-Cheol;Paik, Joon-Ki
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.21 no.6
    • /
    • pp.1398-1415
    • /
    • 1996
  • Instead of using three charge-coupled devices (CCDs) for the corresponding color channels, most consumer's most consummer's color macmorders reconstruct color images by using only one CCD with a color filter array (CFA), which periodically samples different color signals. By this reson the resulting image cannot produce the full resolution of the input image. More sepecifically, a single-CCD color camcorder reconstructs red, greed, and blue color channels from a color filter array followed by a CCD. During the reconstruction process, color cross-talk among channels (interchannel distortion) and eriodically space-verying blur (intrachannel distortion) occur. The proposed restoration system reduces distortions due to interchannel interference, and then restores each color channel by removing the corresponding intrachannel distortion. Experimental results show that the proposedsystem provides the improved image in oth objective and subjective senses. A major advantage of the proposed system is feasible to real-time image improvement because it can be implemented by a finite impulse response (FIR) filter structure.

  • PDF

A Study on the Viewing Rate Trends of Digital Media Service Special Reference to Terrestrial Real Time Broadcasting of IPTV (IPTV 지상파 실시간방송 채널의 시청률 추세와 영향 요인에 관한 연구)

  • Lee, Sang-Ho
    • Journal of Digital Convergence
    • /
    • v.15 no.9
    • /
    • pp.471-477
    • /
    • 2017
  • This paper deals with the viewing rate trends of digital media service special reference to terrestrial real time broadcasting of IPTV. In a few years, TV viewership of young people is decreasing, the audience viewing rate of the terrestrial broadcasting which is the representative of the media decreases, and the change of the broadcasting industry is progressing. Especially after the terrestrial broadcaster 's VOD holdback was extended, the viewer' s movement on the competitive channel & mobile media was rapidly progressing. Researcher assumed that the viewing rate of the terrestrial real-time broadcasting has influenced the comprehensive channel, CJ E&M subsidiary channels. As a result, researcher verified using statistical methodological time series analysis and regression analysis. Based on these results, researcher expects media players to prepare policies for viewers' satisfaction and symbiotic growth of markets.

sEMG Signal based Gait Phase Recognition Method for Selecting Features and Channels Adaptively (적응적으로 특징과 채널을 선택하는 sEMG 신호기반 보행단계 인식기법)

  • Ryu, J.H.;Kim, D.H.
    • Journal of rehabilitation welfare engineering & assistive technology
    • /
    • v.7 no.2
    • /
    • pp.19-26
    • /
    • 2013
  • This paper propose a surface EMG signal based gait phase recognition method that selects features and channels adaptively. The proposed method can be used to control powered artificial prosthetic for lower limb amputees and can reduce overhead in real-time pattern recognition by selecting adaptive channels and features in an embedded device. The method can enhance the classification accuracy by adaptively selecting channels and features based on sensitivity and specificity of each subject because EMG signal patterns may vary according to subject's locomotion convention. In the experiments, we found that the muscles with highest recognition rate are different between human subjects. The results also show that the average accuracy of the proposed method is about 91% whereas those of existing methods using all channels and/or features is about 50%. Therefore we assure that sEMG signal based gait phase recognition using small number of adaptive muscles and corresponding features can be applied to control powered artificial prosthetic for lower limb amputees.

  • PDF

Implementation of the High-Quality Audio System with the Separately Processed Musical Instrument Channels (악기별 분리처리를 통한 고음질 오디오 시스템 구현)

  • Kim, Tae-Hoon;Lee, Sang-Hak;Kim, Dae-Kyung;Lee, Sang-Chan
    • The Journal of the Acoustical Society of Korea
    • /
    • v.32 no.4
    • /
    • pp.346-353
    • /
    • 2013
  • This paper deals with the implementation of a high-quality audio system for karaoke. For improving the key/tempo changes performance, we separated the audio into many musical instrument channels. By separating musical instrument channels, high-quality key/tempo changes can be achieved and we confirmed this using the cross-correlation distribution and the MOS evaluation. The improved audio system was implemented using the TMS320C6747 DSP with fixed/floating-point operations. The implemented audio system can perform the multi-channel WMA decoding, the MP3 encoding/decoding, the wav playing, the EQ, and the key/tempo changes in real time. The WMA channels used for processing the separated instrument channels. The audio system includs the MP3 encoding/decoding function for playing and recording and the wav channel for the effect sound.

Real-Time White Spectrum Recognition for Cognitive Radio Networks over TV White Spaces

  • Kim, Myeongyu;Jeon, Youchan;Kim, Haesoo;Kim, Taekook;Park, Jinwoo
    • Journal of Communications and Networks
    • /
    • v.16 no.2
    • /
    • pp.238-244
    • /
    • 2014
  • A key technical challenge in TV white spaces is the efficient spectrum usage without interfering with primary users. This paper considers available spectrum discovery scheme using in-band sensing signal to support super Wi-Fi services effectively. The proposed scheme in this paper adopts non-contiguous orthogonal frequency-division multiplexing (NC-OFDM) to utilize the fragmented channel in TV white space due to microphones while this channel cannot be used in IEEE 802.11af. The proposed solution is a novel available spectrum discovery scheme by exploiting the advantages of a sensing signaling. The proposed method achieves considerable improvement in throughput and delay time. The proposed method can use more subcarriers for transmission by applying NC-OFDM in contrast with the conventional IEEE 802.11af standard. Moreover, the increased number of wireless microphones (WMs) hardly affects the throughput of the proposed method because our proposal only excludes some subcarriers used by WMs. Additionally, the proposed method can cut discovery time down to under 10 ms because it can find available channels in real time by exchanging sensing signal without interference to the WM.

Development of a Reliable Real-time 3D Reconstruction System for Tiny Defects on Steel Surfaces (금속 표면 미세 결함에 대한 신뢰성 있는 실시간 3차원 형상 추출 시스템 개발)

  • Jang, Yu Jin;Lee, Joo Seob
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.19 no.12
    • /
    • pp.1061-1066
    • /
    • 2013
  • In the steel industry, the detection of tiny defects including its 3D characteristics on steel surfaces is very important from the point of view of quality control. A multi-spectral photometric stereo method is an attractive scheme because the shape of the defect can be obtained based on the images which are acquired at the same time by using a multi-channel camera. Moreover, the calculation time required for this scheme can be greatly reduced for real-time application with the aid of a GPU (Graphic Processing Unit). Although a more reliable shape reconstruction of defects can be possible when the numbers of available images are increased, it is not an easy task to construct a camera system which has more than 3 channels in the visible light range. In this paper, a new 6-channel camera system, which can distinguish the vertical/horizontal linearly polarized lights of RGB light sources, was developed by adopting two 3-CCD cameras and two polarized lenses based on the fact that the polarized light is preserved on the steel surface. The photometric stereo scheme with 6 images was accelerated by using a GPU, and the performance of the proposed system was validated through experiments.