• 제목/요약/키워드: Adaptive Signal Selection

검색결과 62건 처리시간 0.028초

적응변조를 이용한 선택적 송신 다이버시티 기술 (A Selection Transmit Diversity with Adaptive Modulation)

  • 김준오;권종만;임창헌
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2001년도 하계종합학술대회 논문집(1)
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    • pp.65-68
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    • 2001
  • The selection transmit diversity is an effective way to avoid the deep fading in a wireless channel. However, it may not completely eliminate the SNR fluctuation of a received signal at the receiver. This letter presents an application of an adaptive modulation effectively exploiting the SNR variation over time for a higher spectral efficiency to the conventional selection transmit diversity. Numerical results show that the proposed scheme can achieve a SNR gain of about 7 dB over the conventional selection diversity in a flat Rayleigh fading environment, when a BER of 10$^{-3}$ and a spectral efficiency of 2 bps/Hz are required..

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Neural Networks Based Modeling with Adaptive Selection of Hidden Layer's Node for Path Loss Model

  • Kang, Chang Ho;Cho, Seong Yun
    • Journal of Positioning, Navigation, and Timing
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    • 제8권4호
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    • pp.193-200
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    • 2019
  • The auto-encoder network which is a good candidate to handle the modeling of the signal strength attenuation is designed for denoising and compensating the distortion of the received data. It provides a non-linear mapping function by iteratively learning the encoder and the decoder. The encoder is the non-linear mapping function, and the decoder demands accurate data reconstruction from the representation generated by the encoder. In addition, the adaptive network width which supports the automatic generation of new hidden nodes and pruning of inconsequential nodes is also implemented in the proposed algorithm for increasing the efficiency of the algorithm. Simulation results show that the proposed method can improve the neural network training surface to achieve the highest possible accuracy of the signal modeling compared with the conventional modeling method.

Link Adaptation and Selection Method for OFDM Based Wireless Relay Networks

  • Can, Basak;Yomo, Hiroyuki;Carvalho, Elisabeth De
    • Journal of Communications and Networks
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    • 제9권2호
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    • pp.118-127
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    • 2007
  • We propose a link adaptation and selection method for the links constituting an orthogonal frequency division multiplexing (OFDM) based wireless relay network. The proposed link adaptation and selection method selects the forwarding, modulation, and channel coding schemes providing the highest end-to-end throughput and decides whether to use the relay or not. The link adaptation and selection is done for each sub-channel based on instantaneous signal to interference plus noise ratio (SINR) conditions in the source-to-destination, source-to-relay and relay-to-destination links. The considered forwarding schemes are amplify and forward (AF) and simple adaptive decode and forward (DF). Efficient adaptive modulation and coding decision rules are provided for various relaying schemes. The proposed end-to-end link adaptation and selection method ensures that the end-to-end throughput is always larger than or equal to that of transmissions without relay and non-adaptive relayed transmissions. Our evaluations show that over the region where relaying improves the end-to-end throughput, the DF scheme provides significant throughput gain over the AF scheme provided that the error propagation is avoided via error detection techniques. We provide a frame structure to enable the proposed link adaptation and selection method for orthogonal frequency division multiple access (OFDMA)-time division duplex relay networks based on the IEEE 802.16e standard.

Link Adaptation for Full Duplex Systems

  • Kim, Sangchoon
    • International journal of advanced smart convergence
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    • 제7권4호
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    • pp.92-100
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    • 2018
  • This paper presents a link adaptation scheme for adaptive full duplex (AFD) systems. The signal modulation levels and communication link patterns are adaptively selected according to the changing channel conditions. The link pattern selection process consists of two successive steps such as a transmit-receive antenna pair selection based on maximum sum rate or minimum maximum symbol error rate, and an adaptive modulation based on maximum minimum norm. In AFD systems, the antennas of both nodes are jointly determined with modulation levels depending on the channel conditions. An adaptive algorithm with relatively low complexity is also proposed to select the link parameters. Simulation results show that the proposed AFD system offers significant bit error rate (BER) performance improvement compared with conventional full duplex systems with perfect or imperfect self-interference cancellation under the same fixed sum rate.

복호 후 전달 릴레이 선택을 이용한 적응형 협력 기법의 BER 성능분석 (BER Performance Analysis for Adaptive Cooperation Scheme with Decode-and-Forward Relay-Selection)

  • 하 뉘엔 부;공형윤
    • 한국통신학회논문지
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    • 제34권11A호
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    • pp.831-843
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    • 2009
  • 본 논문에서는 기존의 협력 기법보다 뛰어난 성능과 주파수 효율을 얻을 수 있는 다중 릴레이 노드를 이용한 새로운 적응형 협력기법을 제안한다. 릴레이 선택은 K개의 릴레이 중 가장 뛰어난 채널 상태를 가진 잠재적 릴레이를 선택하는데 이용된다. 소스와 목적지, 소스와 릴레이, 릴레이와 목적지사이 채널의 순시 신호 대 잡음 비를 고려하여 적응형 협력 또는 비 협력 여부를 결정한다. 본 논문에서 제안하는 적응형 프로토콜은 만일, 직접 통신의 채널 상태가 복호 후 전달 기법보다 양호하다면 소스는 가용한 전력으로 목적지로 신호를 전달하며, 그렇지 않다면 소스는 저전력으로 모든 릴레이에게 신호를 브로드캐스트하며, 릴레이의 올바른 복호를 가정할 시 릴레이는 신호를 복호한 후 다시 목적지로 전송하게 된다. 그리고 소스는 남은 전력으로 신호를 전송한다. 본 논문에서는 우선 확률적 계산을 통해 주파수 효율성을 보이며, 릴레이 선택을 통한 적응형 협력 기법의 BER성능 분석을 한다. 최종적으로 수식적 결과를 통해 본 논문에서 제안하는 기법의 성능 향상을 검증한다.

OFDM 용량 극대화를 위한 적응 부 반송파 선택에 관한 연구 (Capacity Maximizing Adaptive Subcarrier Selection in OFDM with Limited Feedback)

  • 문철;정창규;박동희;곽윤식
    • 한국정보통신학회논문지
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    • 제9권5호
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    • pp.905-911
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    • 2005
  • 본 논문은 제한적인 피드백을 이용하는 OFDM 시스템에서 용량 극대화를 위한 효율적인 적응 부 반송파 선택 방식을 제안한다. 제안하는 방식에서는 데이터 전송에 사용될 부 반송파들과 각 부 반송파에 적용될 변조 및 코딩 방식들이 수신기에서 결정되고, 제한적인 피드백을 통해 송신기로 전달된다. 본 연구에서는 채널 환경에 따라 적절한 수의 높은 신호 대 잡음 비를 갖는 부 반송파들을 선택함으로써 용량이 극대화됨을 이론적으로 유도한다. 또한, 낮은 복잡도로 최적의 부 반송파 집합을 선택하기 위한 정렬 방식을 사용하는 적응 부 반송파 선택 알고리즘을 제안한다. 시뮬레이션 결과는 제안된 적응 부 반송파 선택 방식이 제한된 feedback 정보량만으로 water-filling 방식에 의한 부 반송파 선택 방식이나 water-filling 전력 할당에 의한 용량보다 높은 용량을 제공함을 보여준다.

An Unbiased Signal-to-Interference Ratio Estimator for the High Speed Downlink Packet Access System

  • Won, Seok-Ho;Kim, Whan-Woo;Ahn, Jae-Min;Lyu, Deuk-Su
    • ETRI Journal
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    • 제25권5호
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    • pp.418-421
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    • 2003
  • We propose an unbiased signal-to-interference ratio (SIR) estimator for the high speed downlink packet access (HSDPA) system. The proposed SIR estimator solves the problem of underestimation present in conventional SIR estimators and is suitable for channel quality measurement in the adaptive modulation and coding scheme of HSDPA, which requires accurate SIR estimation for optimum adaptive modulation and coding selection. Our analysis and simulation results demonstrate the improved estimation performance of the proposed SIR estimator.

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Probability Density Function of Samples' Amplitude of ASSS OFDM Signal

  • Wang, Lei;Yoon, Dong-Weon;Park, Sang-Kyu
    • Journal of electromagnetic engineering and science
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    • 제8권2호
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    • pp.59-63
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    • 2008
  • The adaptive symbol selection scheme(ASSS) is popular in reducing peak to average power ratio(PAPR) for orthogonal frequency division multiplexing(OFDM) signals. The probability density function(pdf) of the samples' amplitudes of the adaptively selected OFDM signal without over-sampling has been considered to be approximately equal to the Rayleigh pdf. In this paper, we derive a more precise pdf which shows the relationship between the probability distribution of the samples' amplitudes and the number of the candidate symbols for ASSS. Using the newly derived pdf in the theoretical analysis, more accurate calculation results can be obtained.

Side Information Transmission Using Pilot Tones for PAPR Reduction of OFDM Signal

  • 왕뢰;윤동원;박상규
    • 한국통신학회논문지
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    • 제33권4A호
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    • pp.467-472
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    • 2008
  • One of the maindisadvantages of Orthogonal Frequency Division Multiplexing (OFDM) is the Peak to Average Power Ratio (PAPR) problem. To reduce PAPR and improve the error performance of the OFDM signal over a fading channel, an OFDM system combining an Adaptive Symbol Selection Scheme (ASSS) and channel estimation can be used. Because of the side information of ASSS, however, the data rate decreases in the conventional ASSS OFDM system. In this letter, to overcome this impairment, we propose a technique to transmit side information by using pilot tones, and demonstrate that the proposed technique can give reasonable bit error rate (BER) performance.

상.하향 링크 신호를 고려한 준 최적의 적응적 하드 핸드오버 기법 (Suboptimal Adaptive Handover Method Considering Uplink and Downlink Signals)

  • 조영보;한승엽;방극준;홍대식
    • 한국통신학회논문지
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    • 제31권12C호
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    • pp.1273-1279
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    • 2006
  • 본 논문에서는 무선 통신 시스템에서 수신 신호 측정을 기본으로 하는 적응적 핸드오버 기법의 설계에 대하여 살펴본다. 하향 링크 신호만을 참조하는 기존의 일반적인 핸드오버 기법들은 상향 링크와 하향 링크의 품질이 큰 차이가 있는 경우에 상향 링크 신호의 품질을 보장할 수 없다. 그러므로 우리는 최적의 셀을 선택하기 위해 상 하향 링크를 동시에 참조하는 새로운 준 최적의 적응적 핸드오버 기법을 제안한다. 실험 결과를 통해 핸드오버가 발생하는 횟수가 서로 같은 경우에 제안된 기법이 일반적인 핸드오버 기법들에 비해 성능이 더 우수함을 확인할 수 있다.