• 한국통신학회논문지
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• 제34권1A호
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• pp.27-33
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• 2009

본 논문에서는 고속 이동성을 갖는 통신 시스템에서 회귀 신경망을 기반으로 한 페이딩 신호 예측 기법을 제안하고, 이를 이용한 송신 전력 제어를 제안하였다. 회귀 신경망의 연산 결과를 해석적으로 도출하여, 신경망 특유의 회로 복잡도 문제를 해결하고, 연산된 채널 예측치를 이용하여 최대비 결합(maximum ratio combining)방식으로 여러 개의 송신 안테나에 대하여 채널 이득을 산출하고, 이 산출된 값으로 송신 안테나 각각에 대한 송신 전력을 제어하였다. 모의 실험 결과 채널 예측 기반 전력 제어를 하지 않은 것에 비해 쥐어난 성능을 나타냄을 보여준다. 기존의 대부분의 연구들이 페이딩 신호에 강인한 수신기술에 대하여 연구를 하였거나 페이딩 신호에 대한 채널 예측도 저속의 이동성에 국한되어진 것에 비하여, 제안된 채널예측 방법은 개회로 전력제어에 적용하는 경우 송신단에서 페이딩의 영향을 제거하여 신호를 송신하기 때문에 수신 단에서 여타의 요소기술들을 매우 단순하게 설계하거나 시스템의 복잡도를 획기적으로 개선시킬 수 있는 가능성을 제시하였다.

• Current Optics and Photonics
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• 제7권3호
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• pp.237-247
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• 2023

In middle- and long-distance imaging systems, due to the atmospheric turbulence caused by temperature, wind speed, humidity, and so on, light waves propagating in the air are distorted, resulting in image-quality degradation such as geometric deformation and fuzziness. In remote sensing, astronomical observation, and traffic monitoring, image information loss due to degradation causes huge losses, so effective restoration of degraded images is very important. To restore images degraded by atmospheric turbulence, an image-restoration method based on improved compound multibranch feature fusion (CMFNetPro) was proposed. Based on the CMFNet network, an efficient channel-attention mechanism was used to replace the channel-attention mechanism to improve image quality and network efficiency. In the experiment, two-dimensional random distortion vector fields were used to construct two turbulent datasets with different degrees of distortion, based on the Google Landmarks Dataset v2 dataset. The experimental results showed that compared to the CMFNet, DeblurGAN-v2, and MIMO-UNet models, the proposed CMFNetPro network achieves better performance in both quality and training cost of turbulent-image restoration. In the mixed training, CMFNetPro was 1.2391 dB (weak turbulence), 0.8602 dB (strong turbulence) respectively higher in terms of peak signal-to-noise ratio and 0.0015 (weak turbulence), 0.0136 (strong turbulence) respectively higher in terms of structure similarity compared to CMFNet. CMFNetPro was 14.4 hours faster compared to the CMFNet. This provides a feasible scheme for turbulent-image restoration based on deep learning.

• 전자공학회논문지SC
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• 제43권2호
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• pp.1-10
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• 2006

본 논문에서는 압전세라믹 가진기와 검출기를 부착한 평판 진동 시스템을 구축하고 이를 효과적으로 제어하기 위한 $H_2$ 제어기 설계기법을 제시한다. 본 논문의 실험에서 사용한 평판 시스템은 2개의 입력과 2개의 출력이 있는 다변수 시스템이며 정확한 전달행렬을 구하기 위하여 시스템 식별 실험을 수행하였다. 시스템 식별로부터 얻어진 평판 진동 시스템의 상태 공간 모델을 이용하여 $H_2$ 제어기를 설계하고, 설계된 $H_2$ 제어기의 제어 성능은 시뮬레이션과 실제 실험을 통해 입증하였다.

• Journal of Communications and Networks
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• 제12권4호
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• pp.334-345
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• 2010

In this paper, we study optimal tradeoffs of achievable throughput versus consumed power in wireless ad-hoc networks formed by a collection of multiple antenna nodes. Relying on adaptive modulation and/or dynamic channel coding rate allocation techniques for multiple antenna systems, we examine the maximization of throughput under power constraints as well as the minimization of transmission power under throughput constraints. In our examination, we also consider the impacts of enforcing quality of service requirements expressed in the form of channel coding block loss constraints. In order to properly model temporally correlated loss observed in fading wireless channels, we propose the use of finite-state Markov chains. Details of fading statistics of signal-to-interference-noise ratio, an important indicator of transmission quality, are presented. Further, we objectively inspect complexity versus accuracy tradeoff of solving our proposed optimization problems at a global as oppose to a local topology level. Our numerical simulations profile and compare the performance of a variety of scenarios for a number of sample network topologies.

• Journal of Communications and Networks
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• 제10권3호
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• pp.258-267
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• 2008

In this paper, we examine what changes the next-generation wireless communication systems will experience in terms of the technologies, services, and networks and, based on that, we investigate how the inter-cell interference management should evolve in various aspects. We identify that the main driving forces of the future changes involve the data-centric services, new dynamic service scenarios, all-IP core access networks, new physical-layer technologies, and heavy upload traffic. We establish that in order to cope with the changes, the next-generation inter-cell interference management should evolve to 1) set the objective of providing a maximal data rate, 2) take the form of joint management of power allocation and user scheduling, 3) operate in a fully distributed manner, 4) handle the time-varying channel conditions in mobile environment, 5) deal with the changes in interference mechanism triggered by the new physical-layer technologies, and 6) increase the spectral efficiency while avoiding centralized coordination of resource allocation of the users in the uplink channel.

• ETRI Journal
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• 제38권2호
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• pp.291-301
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• 2016

In this paper, we study an optimized block-diagonal zero-forcing (BD-ZF) precoder in a two-tiered cognitive network consisting of a macro cell (MC) and a small cell (SC). By exploiting multiuser multiple-input and multiple-output Vandermonde-subspace frequency-division multiplexing (VFDM) transmission, a cognitive SC can coexist with an MC. We first devise a cross-tier precoder based on the idea of VFDM to cancel the interference from the SC to the MC. Then, we propose an optimized BD-ZF intra-tier precoder (ITP) to suppress multiuser interference and maximize the throughput in the SC. In the case where the dimension of a provided null space is larger than that required by the BD-ZF ITP, the optimized BD-ZF ITP can collect all limited channel gain by optimizing rotating and selecting matrices. Otherwise, the optimized BD-ZF ITP is validated to be equivalent to the conventional BD-ZF ITP in terms of throughput. Numerical results are presented to demonstrate the throughput improvement of the proposed optimized BD-ZF ITP and to discover the impact of imperfect channel state information.

• 한국ITS학회 논문지
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• 제10권3호
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• pp.79-84
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• 2011

본 논문에서는 ITS 응용을 위한 Alamouti 기법을 이용한 효과적인 차량 검출 성능을 분석하였다. 차량 검출은 DSRC (Dedicated Short Range Communication) 기반의 하이패스 환경에서 실험하였다. 시스템 성능으로는 비트 에러 확률로 실험 결과 값에 대하여 분석하였으며, 실험환경은 진입차량의 속도를 60km/h로 가정하여 DSRC 기반의 변조방식인 ASK 기법 을 적용하여 실험하였다. 또한 적용된 채널은 Rician 채널을 적용하여 LOS (Line of Sight)환경을 고려하며 실험을 하였다. 또한 사용된 반송파 주파수는 일본 DSRC 시스템 하향링크를 참고하여 5.8GHz를 적용하였다. 실험결과로 안테나가 2개일 경우와 Alamouti 기법을 적용할 때의 검출성능을 각각 나타내었으며, Alamouti 기법을 적용할 때 성능이 보다 개선되었음을 본 실험을 통해 알 수 있었다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권5호
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• pp.2124-2143
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• 2016

In Long Term Evolution-Advanced (LTE-A) systems, Inter-cell Interference (ICI) is a prominent limiting factor that affects the performance of the systems, especially at the cell edges. Based on the literature, Fractional Frequency Reuse (FFR) methods are known as efficient interference management techniques. In this report, the proposed Dynamic Fractional Frequency Reuse (DFFR) technique improved the capacity and cell edge coverage performance by 70% compared to the Fractional Frequency Reuse (FFR) technique. In this study, an improved power allocation method was adopted into the DFFR technique to reach the goal of not only reducing the ICI mitigation at the cell edges, but also improving the overall capacity of the LTE-A systems. Hence, an improved water-filling algorithm was proposed, and its performance was compared with that of other methods that were considered. Through the simulation results and comparisons with other frequency reuse techniques, it was shown that the proposed method significantly improved the performance of the cell edge throughput by 42%, the capacity by 75%, and the coverage by 80%. Based on the analysis and numerical expressions, it was concluded that the proposed DFFR method provides significant performance improvements, especially for cell edge users.

• 한국컴퓨터정보학회논문지
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• 제11권2호
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• pp.201-211
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• 2006

현재 이동통신 시장이 급성장하고 있으며 무선통신 환경에서의 다양한 멀티미디어 서비스의 요구에 부합하고 한정된 주파수를 효율적으로 사용하기 위하여, 데이터 전송의 고속화가 가능하고 다중 안테나를 이용하는 3세대 이동통신 표준화가 진행되고 있다. 본 논문에서는 3세대 이동통신 표준화 기구인 3GPP에서 다루어지는 개루프 송신 다이버시티 기법 중 STTD(Space Time Transmit Diversity) 기법 및 STTD를 기본으로 확장되어진 STTD-OTD, CL-STTD 그리고 4TX-STTD 들에 대한 성능을 분석한다. 그리고 각 기법에서 수신 다이버시티를 추가한 개루프 송신 및 수신 다이버시티 기법을 제안한다. 플랫 페이딩 채널 환경하에서 이들 기법들을 적용하여 모의 수치계산을 수행하고 성능을 비교 분석한다.

• Journal of electromagnetic engineering and science
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• 제11권4호
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• pp.239-249
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• 2011

In this paper, we propose a reliable $8{\times}8$ up-down switching polar relay code based on 3GPP LTE standard, motivated by 3GPP LTE down link, which is 30 bps/Hz for $8{\times}8$ MIMO antennas, and by Arikan's channel polarization for the frequency selective fading (FSF) channels with the generator matrix $Q_8$. In this scheme, a polar encoder and OFDM modulator are implemented sequentially at both the source node and relay nodes, the time reversion and complex conjugation operations are separately implemented at each relay node, and the successive interference cancellation (SIC) decoder, together with the cyclic prefix (CP) removal, is performed at the destination node. Use of the scheme shows that decoding at the relay without any delay is not required, which results in a lower complexity. The numerical result shows that the system coded by polar codes has better performance than currently used designs.