• 한국통신학회논문지
• /
• 제37권6A호
• /
• pp.480-487
• /
• 2012

다중 반송파 부호 분할 다중 접속 (MC-CDMA) 시스템을 위한 기존의 미상 채널 추정 방법들은, 수신 신호의 공분산 행렬에 대한 역행렬을 구하거나, 그 공분산 행렬에 대한 고유치 분해를 필요로 하기 때문에, 매우 많은 계산량을 필요로 한다. 따라서, 이러한 방법들은 복잡성 때문에 하향링크 시스템의 수신기에서는 사용하기가 어려운 방법들이다. 본 논문에서는 하향링크 MC-CDMA 시스템에 적합한 매우 낮은 복잡성을 갖는 간단한 미상 채널 추정 방법을 제안한다. 그리고, 모의 실험을 통해, 낮은 복잡성에도 불구하고, 제안하는 채널 추정 방법이 기존 방법들보다 더 우수한 채널 추정 성능과 비트 오율 성능을 나타낸다는 것을 보인다.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제10권8호
• /
• pp.3498-3511
• /
• 2016

We investigate the channel state information (CSI) in multi-input multi-output (MIMO) cooperative networks that employ the amplify-and-forward transmission scheme. Least squares and expectation conditional maximization have been proposed in the system. However, neither of these two approaches takes advantage of channel sparsity, and they cause estimation performance loss. Unlike linear channel estimation methods, several compressed channel estimation methods are proposed in this study to exploit the sparsity of the MIMO cooperative channels based on the theory of compressed sensing. First, the channel estimation problem is formulated as a compressed sensing problem by using sparse decomposition theory. Second, the lower bound is derived for the estimation, and the MIMO relay channel is reconstructed via compressive sampling matching pursuit algorithms. Finally, based on this model, we propose a novel algorithm so called sparsity adaptive expectation maximization (SAEM) by using Kalman filter and expectation maximization algorithm so that it can exploit channel sparsity alternatively and also track the true support set of time-varying channel. Kalman filter is used to provide soft information of transmitted signals to the EM-based algorithm. Various numerical simulation results indicate that the proposed sparse channel estimation technique outperforms the previous estimation schemes.

• 한국통신학회논문지
• /
• 제37권7A호
• /
• pp.535-544
• /
• 2012

무선통신시스템에서의 고용량 데이터 전송을 위해 MIMO 전송은 필수적인 기술의 하나로 자리매김하였다. 더불어 열악한 채널환경에서 요구되는 성능을 만족하기 위해서는 반드시 고효율 오류정정부호를 사용하여야하며, 반복적인 복호 기법을 사용하는 터보부호나 저밀도 패리티 검사부호 등이 그 예라고 할 수 있다. 이러한 오류정정 부호들의 우수한 성능은 반드시 MIMO 검출 단에서의 정확한 연판정 검출 값이 전제되어야 한다. 본 논문에서는 매우 적은 복잡도로 효과적으로 연판정 검출 값을 복호기에 전달 할 수 있는 방법으로써 채널 행렬의 QR 분해기법을 적용한 연판정 검출 기법을 제안한다. 본 논문에서 제안하는 방식은 먼저 연판정 MIMO 검출 단계를 두 단계로 나누어 복잡도를 획기적으로 감소시킬 수 있는 방법과 결합하였으며, 채널 행렬에 대하여 직접 역행렬을 구하는 방식에 비해서 안테나 수가 증가할수록 훨씬 더 적은 복잡도로 동일한 성능을 얻을 수 있다.

• 전기전자학회논문지
• /
• 제18권1호
• /
• pp.165-171
• /
• 2014

본 논문에서는 MIMO 검출기를 위한 저 복잡도 QR 분해 구조를 제시한다. 제안된 접근 방식에서는, QRD 하드웨어의 연산 복잡도를 감소시키기 위해 다양한 코딕 기반 QRD 알고리즘들이 효율적으로 조합된다. 다양한 QRD 알고리즘들에 대한 연산 복잡도 분석에 기초하여, QRD 과정의 매 단계마다 저 복잡도 접근 방식이 선택된다. 제안된 QRD 구조는 어떤 임의의 차원을 갖는 채널 매트릭스에도 적용 될 수 있고, 매트릭스 차원의 증가에 따라 연산 복잡도 감소도 늘어난다. 제안하는 QR 분해 하드웨어는 삼성 $0.13{\mu}m$ 공정을 사용하여 구현되었다. 실험결과, $4{\times}4$ 행렬의 QR 분해에 대한 제안 구조는 기존의 Householder 코딕 기반의 구조에 비해 47%의 QAR(QRD Rate/Gate count) 향상과 28%의 전력을 절감을 이뤄낼 수 있었다.

• 대한조선학회논문집
• /
• 제49권6호
• /
• pp.484-490
• /
• 2012

Experiments of circulating water channel and two dimensional numerical simulations were performed to investigate the fluctuating characteristics of pressure in moonpool. Based on the quasi-two dimensional characteristics of pressure fluctuations disclosed by the spatial cross-correlations, the numerical results showed qualitatively good agreement with experimental data. Proper orthogonal decomposition was employed to the spatial distributions of pressure fluctuations in order to find the first and second modes of fluctuations. The first mode of pressure fluctuations showed that the fluctuating characteristics of pressure were related to the behaviors of vortical structures. The velocity fluctuations were conditionally averaged to make clear that the coherent structures were responsible for the pressure fluctuations in moonpool.

• Bulletin of the Korean Chemical Society
• /
• 제10권3호
• /
• pp.262-269
• /
• 1989

The gas phase thermal decomposition of 1-bromo-3-chloropropane in the presence of radical inhibitor was studied by using the conventional static system. The mechanism of unimolecular elimination channel is shown below. [...] In this scheme, the total molecular dissociation rate constant, ($k_1\;+\;k_2$), for the decomposition of $BrCH_2CH_2CH_2Cl$ was determined by pyrolyzing the $BrCH_2CH_2CH_2Cl$ in the temperature range of $380-420^{\circ}C$ and in the pressure range of 10∼100 torr. To obtain $k_3\;and\;k_4,\;and\;to\;obtain\;k_1\;and\;k_2$ independently, the thermal decompositions of allyl chloride and allyl bromide were also studied. The Arrhenius parameters for each step are as follows; $log\;A_{\infty}\;=\;14.20(sec^{-1}),\;E_a$ = 56.10(kcal/mol) for reaction path 1; $log\;A_{\infty}\;=\;12.54(sec^{-1}),\;E_a$ = 49.75(kcal/mol) for reaction path 2; $log\;A_{\infty}\;=\;13.41(sec^{-1}),\;E_a$ = 50.04(kcal/mol) for reaction path 3; $log\;A_{\infty}\;=\;12.43(sec^{-1}),\;E_a$ = 52.78(kcal/mol) for reaction path 4; Finally, the experimentally observed pressure dependence of the rate constants in each step is compared with the theoretically predicted values that are obtained by the RRKM calculations.

• Structural Monitoring and Maintenance
• /
• 제7권4호
• /
• pp.283-294
• /
• 2020

In this paper, an adaptive MEMD based modal identification technique for linear time-invariant systems is proposed employing multiple vibration measurements. Traditional empirical mode decomposition (EMD) suffers from mode-mixing during sifting operations to identify intrinsic mode functions (IMF). MEMD performs better in this context as it considers multi-channel data and projects them into a n-dimensional hypercube to evaluate the IMFs. Using this technique, modal parameters of the structural system are identified. It is observed that MEMD has superior performance compared to its traditional counterpart. However, it still suffers from mild mode-mixing in higher modes where the energy contents are low. To avoid this problem, an adaptive filtering scheme is proposed to decompose the interfering modes. The Proposed modified scheme is then applied to vibrations of a reinforced concrete road bridge. Results presented in this study show that the proposed MEMD based approach coupled with the filtering technique can effectively identify the parameters of the dominant modes present in the structural response with a significant level of accuracy.

• Journal of information and communication convergence engineering
• /
• 제6권3호
• /
• pp.261-265
• /
• 2008

This work presents a simplified efficient blind detection algorithm for orthogonal space-time codes(OSTBC). First, the proposed decoder exploits a proper decomposition approach of the upper triangular matrix R, which resulted from Cholesky-factorization of the composition channel matrix, to form an easy-to-solve blind detection equation. Secondly, in order to avoid suffering from the high computational load, the proposed decoder applies a sub-optimal QR-based decoder. Computer simulation results verify that the proposed decoder allows to significantly reduce computational complexity while still satisfying the bit-error-rate(BER) performance.

• 한국통신학회논문지
• /
• 제36권2A호
• /
• pp.100-107
• /
• 2011

Algorithms based on the QR decomposition of the equivalent space-time channel matrix have been proved useful in the detection of V-BLAST systems. Especially, the parallel detection (PD) algorithm offers ML approaching performance up to 4 transmit antennas with reasonable complexity. We show that when directly applied to STBCs, the PD algorithm may suffer a rather significant SNR degradation over ML detection, especially at high SNRs. However, simply extending the PD algorithm to allow p ${\geq}$ 2 candidate layers, i.e. p-PD, regains almost all the loss but only at a significant increase in complexity. Here, we propose a simplification to the p-PD algorithm specific to STBCs without a corresponding sacrifice in performance. The proposed algorithm results in significant complexity reductions for moderate to high order modulations.

• 한국통신학회논문지
• /
• 제33권10A호
• /
• pp.980-986
• /
• 2008

Spatial multiuser access is investigated for the reverse link of multiuser multiple-input multiple-output (MIMO) systems. In particular, we consider two alternative a aches to spatial multiuser access that adopt the same detection algorithm at the base station: one is a closed-loop approach based on singular value decomposition (SVD) of the channel matrix, whereas the other is an open-loop approach based in space-time block coding (STBC). We develop multiuser detection algorithms for these two spatial multiuser access schemes based on the minimum mean square error (MMSE) criterion. Then, we compare the bit error rate (BER) performance of the two schemes and a single-user MIMO scheme. Interestingly, it is found that the STBC approach can provide much better BER performance than the SVD approach as well as than a single-user MIMO scheme.