• Title/Summary/Keyword: adaptive detector

Search Result 209, Processing Time 0.02 seconds

Adaptive MMSE multiuser detector combined with decision-feedback detector for DS-CDMA system (DS-CDMA 시스템을 위한 결정 귀환 검출기와 결합된 적응 최소평균제곱오류 다중사용자 검출기법)

  • 이혜정;이재흥
    • Proceedings of the IEEK Conference
    • /
    • 2002.06a
    • /
    • pp.69-72
    • /
    • 2002
  • In this paper, adaptive minimum mean-squared error (MMSE) multiuser detector combined with decision-feedback detector (DFD) is considered fur near-far resistant DS-CDMA system. To provide a reliable input to the adaptive MMSE detector, multiple-access interference (MAI) is regenerated using bit estimates from DFD and subtracted from the received signal. In the adaptive MMSE detector, the effect of the imperfect cancellation is compensated by a least mean square (LMS) algorithm. Through the numerical results, it is shown that, in a near-far situation, the proposed scheme provides superior performance to the matched filter (MF) receiver, adaptive MMSE detector, and DFD in terms of the bit error rate (BER).

  • PDF

Optimization of Blind Adaptive Decorrelating PIC Detector Performance in DS-CDMA System

  • Sirijiamrat, S.;Benjangkaprasert, C.;Sangaroon, O.
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2004.08a
    • /
    • pp.1962-1965
    • /
    • 2004
  • In this paper, the new algorithm for blind adaptive decorrelating parallel interference canceller detector in direct-sequence code division multiple access (DS-CDMA) synchronous communication systems is proposed. The goal of this paper is to improve the performance of the blind adaptive decorrelating parallel interference cancellation detector (BAD/PIC). The proposed blind adaptive decorrelating detector is using optimum step-size technique bootstrap algorithm as an initial stage of PIC, which does not require a training sequence. Therefore, this algorithm has a superior view of utilizing bandwidth and reduces the complexity of computation of inversion cross-correlation matrix. The computer simulation results show that the bit error rate performance of the proposed algorithm for the new structure of detector is better than that of the other detectors such as matched filters, the conventional PIC, and the blind adaptive decorrelating PIC detector.

  • PDF

Performance Improvement of Adaptive Noise Cancellation Using a Speech Detector

  • Park, Jang-Sik
    • The Journal of the Acoustical Society of Korea
    • /
    • v.15 no.2E
    • /
    • pp.39-44
    • /
    • 1996
  • The performance of two-channel adaptive noise canceller is ofter degraded by the weights perturbation due to the speech signal. In this paper, an adaptive noise canceller employing a speech detector and two adaptation algorithms which are switched according to the speech detector is proposed. When highly correlated speech signal is detected, the tap weights of the adaptive filter are adapted by the sign algorithm. On the other hand, the weights are adapted by the NLMS algorithm when silence is detected or when the characteristics of the noise propagation channel is changed. The employed speech detector utilizes the power ratio of the input and the output of an adaptive linear prediction-error filter. According to the computer simulation, the proposed method yields better performance than conventional ones.

  • PDF

Performance improvement of adaptivenoise canceller with the colored noise (유색잡음에 대한 적응잡음제거기의 성능향성)

  • 박장식;조성환;손경식
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.22 no.10
    • /
    • pp.2339-2347
    • /
    • 1997
  • The performance of the adaptive noise canceller using LMS algorithm is degraded by the gradient noise due to target speech signals. An adaptive noise canceller with speech detector was proposed to reduce this performande degradation. The speech detector utilized the adaptive prediction-error filter adapted by the NLMS algorithm. This paper discusses to enhance the performance of the adaptive noise canceller forthecorlored noise. The affine projection algorithm, which is known as faster than NLMS algorithm for correlated signals, is used to adapt the adaptive filter and the adaptive prediction error filter. When the voice signals are detected by the speech detector, coefficients of adaptive filter are adapted by the sign-error afine projection algorithm which is modified to reduce the miaslignment of adaptive filter coefficients. Otherwirse, they are adapted by affine projection algorithm. To obtain better performance, the proper step size of sign-error affine projection algorithm is discussed. As resutls of computer simulation, it is shown that the performance of the proposed ANC is better than that of conventional one.

  • PDF

Performance Analysis of Blind Adaptive Orthogonal-Decision-Feedback Multiuser Detector in Synchronous DS-CDMA (동기식 DS-CDMA에서 블라인드 적응형 부귀환 직교 다중사용자 검파기의 성능평가)

  • 김우성;곽경섭
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.27 no.3B
    • /
    • pp.259-266
    • /
    • 2002
  • In the CDMA system, the Multiple access interference(MAI) causes system performance and capacity degradation. One of the MAI cancel method is a feedback detector that orthogonal decision-feedback detector(ODFD) and Deocrrelating decision-feedback detector(DDFD) have been studied by now. In this paper, we propose a blind adaptive ODFD(BA-ODFD) with blind equalizer combined ODFD, Also we simulate the operation of BA-ODFD in AWGN channel and Rayleigh (tiding channel. and compare blind adaptive ODFD with blind adaptive DDFD.

A Study on Adaptive MMSE RAKE Detector for Forward-link CDMA Communication Systems (순방향 링크의 CDMA통신 시스템에 적용 가능한 적응 MMSE 레이크 수신기)

  • 안태기;이병섭
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.24 no.9A
    • /
    • pp.1265-1275
    • /
    • 1999
  • An adaptive MMSE detector can be used to cancel the MAI in CDMA system. But standard adaptive MMSE detector cannot be used in real mobile environment due to fast fading channel. Furthermore multipath reception make it more difficult to converge to optimum weight values. In this paper we discuss and model the multipath fading environment in Forward-link Synchronous CDMA channels and propose adaptive MMSE RAKE detector structure which can be applied in the mobile station. A proposed adaptive MMSE detector requires estimation of received signal delay and complex channel coefficients such as amplitude and phase variation. These burden can be solved by utilizing the common pilot channel. The pilot channel may have higher power than the traffic channel, which give more exact channel estimation. Moreover RAKE structure gives more accurate and stable result which can be used as reliable reference signal in multipath fading channel environment. With this structure, conventional adaptive algorithm such as LMS or NLMS can be applied in adaptive MMSE detector.

  • PDF

Joint Adaptive Combining and Variable Tap-Length Multiuser Detector for Underwater Acoustic Cooperative Communication

  • Liu, Zhiyong;Wang, Yinghua;Song, Lizhong;Wang, Yinyin;Dai, Fusheng
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.12 no.1
    • /
    • pp.325-339
    • /
    • 2018
  • In this paper, we propose a joint adaptive combining and variable tap-length multiuser detector (MUD) for amplify-and-forward (AF) underwater acoustic cooperative interleave-division multiple access (IDMA) communication system. The proposed MUD jointly realizes tap-length adjustment, adaptive combining, and multiuser detection. In contrast to the existing methods, the proposed detector can adaptively combine the received signals from different nodes at destination, and does not need the assumption that full and perfect channel state information (CSI) of all the links at the receiver is known. Moreover, the proposed detector can adaptively adjust the tap coefficient vector and tap-length of each branch according to the specific channel profile of each branch. Simulation results validate the feasibility and show the advantages of the proposed detector against existing counterparts.

Performance Analysis of Suboptimal Receiver Combining Adaptive Array Antenna and Orthogonal Decision-Feedback Detector for DS/CDMA System

  • Cho, Young-pil;Yoo, Sung-Kyun;Lee, Hyung-ki;Kwak, Kyung-sup
    • Proceedings of the IEEK Conference
    • /
    • 2002.07b
    • /
    • pp.1354-1357
    • /
    • 2002
  • In this paper, we propose a suboptimal receiver combining adaptive array antenna and orthogonal decision-feedback detector in DS/CDMA system. Adaptive array antenna can cancel out undesired signal using beamforming scheme. However, if there are interfering signals from undesired users with the same incident angle as that of a desired user, an adaptive array antenna cannot suppress them. The proposed receiver can cancel out remaining interference from users having nearly the same beam pattern. And we employ Orthogonal Decision-Feedback Detector (ODFD) as multiuser detection. The ODFD performs as good as the decorrelating decision -feedback detector (DDD) with much less complexity. Simulation results show that the proposed system provides a significantly enhanced performance.

  • PDF

Decision-feedback Blind Adaptive Multiuser Detector For Synchronous CDMA System (CDMA를 위한 결정 궤환 블라인드 적응 다중 사용자 검출기)

  • 변건식;김성곤;김재수
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.27 no.3B
    • /
    • pp.220-225
    • /
    • 2002
  • MUD(Multiuser detection) technology which locates desired signal and removes interference signal from multiple access signals increases system capacity and decreases multiple access effect. In this paper, we develop a blind adaptive multiuser detector for synchronous CDMA with a noise-whitened filter. To improve the symbol error probability performance, DFBD (Decision-Feedback Blind Adaptive Multiuser Detector) is proposed and compared with BD(Blind Adaptive Multiuser Detector). The proposed DFBD is slightly improved.

Analysis of Adaptive Multiuser Detector using the improved input Signal (개선된 입력 신호를 사용한 적응형 간섭 제거기에 관한 분석)

  • 염순진;염순진
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.25 no.8A
    • /
    • pp.1198-1205
    • /
    • 2000
  • In this paper, we introduce a modified interference cancellation scheme to overcome MAI in DS-CDMA. Among ICs(Interference Cancellers), PIC(Parallel IC) requires the more complexity, and SIC(Successive IC) faces the problems of the long delay time. Most of all, the adaptive detector achieves the good BER performance using the adaptive Inter conducted iteration algorithm. So it requires many iterations. To resolve the problems of them, we propose an improved adaptive detector that the received signal removed MAI through the sorting scheme and the cancellation method are fed into the adaptive filter. Because the improved input signal is fed into the adaptive filter, it has the same BER performance only using smaller iterations than the conventional adaptive detector, and the proposed detector having adaptive filter requires less complexity than the other detectors.

  • PDF