• 제목/요약/키워드: imperfect channel information

검색결과 93건 처리시간 0.026초

Performance of SC-FDE System in UWB Communications with Imperfect Channel Estimation

  • Wang, Yue;Dong, Xiaodai
    • Journal of Communications and Networks
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    • 제9권4호
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    • pp.466-472
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    • 2007
  • Single carrier block transmission with frequency domain equalization(SC-FDE) has been shown to be a promising candidate in ultra-wideband(UWB) communications. In this paper, we analyze the performance of SC-FDE over UWB communications with channel estimation error. The probability density functions of the frequency domain minimum mean-squared error(MMSE) equalizer taps are derived in closed form. The error probabilities of single carrier block transmission with frequency domain MMSE equalization under imperfect channel estimation are presented and evaluated numerically. Compared with the simulation results, our semi-analytical analysis yields fairly accurate bit error rate performance, thus validating the use of the Gaussian approximation method in the performance analysis of the SC-FDE system with channel estimation error.

Enhanced deep soft interference cancellation for multiuser symbol detection

  • Jihyung Kim;Junghyun Kim;Moon-Sik Lee
    • ETRI Journal
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    • 제45권6호
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    • pp.929-938
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    • 2023
  • The detection of all the symbols transmitted simultaneously in multiuser systems using limited wireless resources is challenging. Traditional model-based methods show high performance with perfect channel state information (CSI); however, severe performance degradation will occur if perfect CSI cannot be acquired. In contrast, data-driven methods perform slightly worse than model-based methods in terms of symbol error ratio performance in perfect CSI states; however, they are also able to overcome extreme performance degradation in imperfect CSI states. This study proposes a novel deep learning-based method by improving a state-of-the-art data-driven technique called deep soft interference cancellation (DSIC). The enhanced DSIC (EDSIC) method detects multiuser symbols in a fully sequential manner and uses an efficient neural network structure to ensure high performance. Additionally, error-propagation mitigation techniques are used to ensure robustness against channel uncertainty. The EDSIC guarantees a performance that is very close to the optimal performance of the existing model-based methods in perfect CSI environments and the best performance in imperfect CSI environments.

채널 추정 에러와 동적 파워 할당 기술이 적용된 MIMO 시스템 (Quasi-Orthogonal STBC based on Partial Feedback with Adaptive Power Allocation under Imperfect Channel Estimation)

  • 허창열;이동훈;김기선
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2007년도 하계종합학술대회 논문집
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    • pp.83-84
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    • 2007
  • Multiple-input multiple-output (MIMO) systems can achieve the increasing of performances by using an adaptive power allocation. The related previous work limited the transmit antenna number because orthogonal space-time block codes (OSTBCs) yield full transmit rate only for two transmit antennas. We extend a robust system under imperfect channel estimation for four transmission antennas with maintaining a full transmission rate.

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불완전한 채널정보를 사용하는 다중안테나 적응형 복호 후 전송 중계 프로토콜의 Diversity-Multiplexing Tradeoff 분석 (The Diversity-Multiplexing Tradeoff for Multiple-Antenna Adaptive Decode and Forward Relay Protocols Exploiting Imperfect CSIT)

  • 윤한상;윤은철
    • 한국통신학회논문지
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    • 제36권9A호
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    • pp.776-783
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    • 2011
  • 본 논문에서는 적응형 복호 후 전송 (decode-and-forward) 중계 프로토콜이 송신을 위해 불완전한 채널정보를 사용할 때, 목적지 노드에서만 다중 안테나를 사용하는 경우, 릴레이 노드에서만 다중안테나를 사용하는 경우, 그리고 소스 노드에서만 다중 안테나를 사용하는 경우에 대한 diversity-multiplexing tradeoff (DMT) 상계 함수들을 유도하여 그 결과를 제시한다. 또한 소스 노드와 목적지 노드, 소스 노드와 릴레이 노드, 릴레이 노드와 목적지 노드 사이의 불완전한 채널정보들이 점근적 조건하에 있을 경우, 적응형 복호 후 전송 중계 프로토콜이 얻을 수 있는 다이버시티 이득을 조사한다.

Optimization of Cooperative Sensing in Interference-Aware Cognitive Radio Networks over Imperfect Reporting Channel

  • Kan, Changju;Wu, Qihui;Song, Fei;Ding, Guoru
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권4호
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    • pp.1208-1222
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    • 2014
  • Due to the low utilization and scarcity of frequency spectrum in current spectrum allocation methodology, cognitive radio networks (CRNs) have been proposed as a promising method to solve the problem, of which spectrum sensing is an important technology to utilize the precious spectrum resources. In order to protect the primary user from being interfered, most of the related works focus only on the restriction of the missed detection probability, which may causes over-protection of the primary user. Thus the interference probability is defined and the interference-aware sensing model is introduced in this paper. The interference-aware sensing model takes the spatial conditions into consideration, and can further improve the network performance with good spectrum reuse opportunity. Meanwhile, as so many fading factors affect the spectrum channel, errors are inevitably exist in the reporting channel in cooperative sensing, which is improper to be ignored. Motivated by the above, in this paper, we study the throughput tradeoff for interference-aware cognitive radio networks over imperfect reporting channel. For the cooperative spectrum sensing, the K-out-of-N fusion rule is used. By jointly optimizing the sensing time and the parameter K value, the maximum throughput can be achieved. Theoretical analysis is given to prove the feasibility of the optimization and computer simulations also shows that the maximum throughput can be achieved when the sensing time and the parameter of K value are both optimized.

Robust Precoding and Postcoding for Multicell Multiuser Transmission using Imperfect CSI

  • Nguyen-Le, Hung;Nguyen-Duy-Nhat, Vien;Tang-Tan, Chien;Bao, Vo Nguyen Quoc
    • Journal of Communications and Networks
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    • 제18권5호
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    • pp.762-772
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    • 2016
  • This paper studies the problem of precoding and post-coding design for multicell multiuser downlink transmissions in the absence of perfect channel state information (CSI). Using statistical information of imperfect CSI, an iterative multiuser multicell transceiver design is formulated by minimizing the mean squared error (MSE) cost function of signal and leakage interference under per-base station power constraint (PBPC). The convergence of the iterative precoding and postcoding algorithm is verified by analytical and empirical results. The proposed precoding and postcoding algorithm offers a low computational complexity and robustness against CSI imperfection.

다중경로 페이딩을 고려한 DS/CDMA 셀룰라 시스템의 얼랑용량 분석 (Erlang Capacity Analysis For DS/CDMA Cellular System Considering Multipath Fading)

  • 김항래;김남
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 하계종합학술대회 논문집
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    • pp.126-129
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    • 1999
  • In this paper, it is assumed that a mobile radio channel is a Rayleigh distributed multipath fading channel and Erlang capacity and equivalent channel numbers are calculated for the reverse link of a imperfect power controlled DS/CDMA cellular system considering both shadowing and multipath fading. The DS/CDMA blocking probability is calculated based on a new analysis method that considers Erlang capacity and ICF(interference correction factor) using the median value of $E_{b(i)}$/ $I_{o}$ corresponding to each reverse link user. It is showed that the effect of multipath fading must not be ignored in Erlang capacity of the IS-95 DS/CDMA cellular system and the Erlang capacity is decreased according to the increase of the deviation of the imperfect power control, to the decrease of the processing gain, to the increase of the voice activity.y.

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불완전 채널 환경에서 가변 전송율을 갖는 초광대역 전송시스템의 성능개선에 관한 연구 (A Study on the Performance Improvement of UWB System with Variable Bit-Rate in Imperfect Channel Environment)

  • 이양선;강희조
    • 한국정보통신학회논문지
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    • 제9권7호
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    • pp.1473-1478
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    • 2005
  • 본 논문에서는 가면 전송율을 갖는 UWB 통신 시스템을 제안하고 다수의 무선 기기가 유동적으로 이동하는 피코넷 환경에서 다중접속 간섭 및 전송율에 따른 시스템 성능을 분석하였다. 또한, 전송 품질을 향상시키기 위하여 Truncated Type-II Hyabrid ARQ 기법을 적용하여 불완전 채널 환경에서의 시스템 성능을 평가하였다.

불완전한 잡음 예측하에서 OFDM 시간 동기화 기법의 성능 분석 (Performance Analysis of OFDM Timing Synchronization Method with Imperfect Noise Estimation)

  • 이기창;윤영중
    • 한국통신학회논문지
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    • 제32권3C호
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    • pp.189-194
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    • 2007
  • 본 논문에서는 시간 동기 추정을 위한 잡음 예측이 불완전한 경우에 직교분할 주파수 다중화 (OFDM) 시스템의 시간 동기 확률을 다중 경로 레일레이 페이딩 채널 환경에서 분석한다. 시간 동기 방식은 반복되는 CAZAC 시퀀스에 대한 상관기 구조를 가지며, 심벌간 간섭을 줄이기 위한 pre-advancement 기법을 적용한다. 시스템의 성능 평가 척도로서, 다중 경로 레일레이 채널 환경에서 유도된 동기 검파 확률을 분석한다.

A Review of Fixed-Complexity Vector Perturbation for MU-MIMO

  • Mohaisen, Manar
    • Journal of Information Processing Systems
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    • 제11권3호
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    • pp.354-369
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    • 2015
  • Recently, there has been an increasing demand of high data rates services, where several multiuser multiple-input multiple-output (MU-MIMO) techniques were introduced to meet these demands. Among these techniques, vector perturbation combined with linear precoding techniques, such as zero-forcing and minimum mean-square error, have been proven to be efficient in reducing the transmit power and hence, perform close to the optimum algorithm. In this paper, we review several fixed-complexity vector perturbation techniques and investigate their performance under both perfect and imperfect channel knowledge at the transmitter. Also, we investigate the combination of block diagonalization with vector perturbation outline its merits.