• Title/Summary/Keyword: MMSE-K

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Design of Low-Density Parity-Check Codes for Multi-Input Multi-Output Systems (Multi-Input Multi-Output System을 위한 Low-Density Parity-Check codes 설계)

  • Shin, Jeong-Hwan;Heo, Jun
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.161-162
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    • 2008
  • In this paper we design an irregular low-density parity-check (LDPC) code for a multi-input multi-output (MIMO) system. The considered MIMO system is minimum mean square error soft-interference cancellation (MMSE-SIC) detector. The MMSE-SIC detector and the LDPC decoder exchange soft information and consist a turbo iterative detection and decoding receiver. Extrinsic information transfer (EXIT) charts are used to obtain the edge degree distribution of the irregular LDPC code which is optimized for the input-output transfer chart of the MMSE-SIC detector. It is shown that the performance of the designed LDPC code is much better than that of conventional LDPC code optimized for the AWGN channel.

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Energy-Efficient Opportunistic Interference Alignment With MMSE Receiver

  • Shin, Won-Yong;Yoon, Jangho
    • IEIE Transactions on Smart Processing and Computing
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    • v.3 no.2
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    • pp.83-87
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    • 2014
  • This paper introduces a refined opportunistic interference alignment (OIA) technique that uses minimum mean square error (MMSE) detection at the receivers in multiple-input multiple-output multi-cell uplink networks. In the OIA scheme under consideration, each user performs the optimal transmit beamforming and power control to minimize the level of interference generated to the other-cell base stations, as in the conventional energy-efficient OIA. The result showed that owing to the enhanced receiver structure, the OIA scheme shows much higher sum-rates than those of the conventional OIA with zero-forcing detection for all signal-to-noise ratio regions.

Non-parametric Linear MMSE Filter in Wireless Ad-Hoc Networks

  • Seo, Heejin;Shim, Byonghyo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.11a
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    • pp.54-55
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    • 2015
  • In this paper, we propose a method pursuing robustness in ad hoc network system when the CSI of interferers is unavailable. The non-parametric linear minimum mean square error filter is exploited to achieve large fraction of the MMSE filter transmission capacity employing the perfect covariance matrix information. From the numerical results, we show that the proposed scheme brings substantial transmission capacity gain over conventional MMSE filter using sample covariance matrix.

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Noise Reduction Using MMSE Estimator-based Adaptive Comb Filtering (MMSE Estimator 기반의 적응 콤 필터링을 이용한 잡음 제거)

  • Park, Jeong-Sik;Oh, Yung-Hwan
    • MALSORI
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    • no.60
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    • pp.181-190
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    • 2006
  • This paper describes a speech enhancement scheme that leads to significant improvements in recognition performance when used in the ASR front-end. The proposed approach is based on adaptive comb filtering and an MMSE-related parameter estimator. While adaptive comb filtering reduces noise components remarkably, it is rarely effective in reducing non-stationary noises. Furthermore, due to the uniformly distributed frequency response of the comb-filter, it can cause serious distortion to clean speech signals. This paper proposes an improved comb-filter that adjusts its spectral magnitude to the original speech, based on the speech absence probability and the gain modification function. In addition, we introduce the modified comb filtering-based speech enhancement scheme for ASR in mobile environments. Evaluation experiments carried out using the Aurora 2 database demonstrate that the proposed method outperforms conventional adaptive comb filtering techniques in both clean and noisy environments.

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Gender Differences in Behavioral Psychological Symptoms of Dementia in Patients with Alzheimer's Disease (알츠하이머병 환자에서 행동심리증상의 성별차이)

  • Lee, Ji Young;Im, Woo-Young;Kim, Hyun;Lee, Kang Joon
    • Korean Journal of Psychosomatic Medicine
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    • v.22 no.2
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    • pp.71-78
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    • 2014
  • Objectives : Behavioral and psychological symptoms of dementia(BPSD) represent significant clinical problems, resulting in functional decline, caregiver distress, institutionalization and increased mortality. A recent study showed gender differences have important role in the development of BPSD, but relationship between BPSD and gender has never been studied in Korea. This study was designed to examine whether patients with Alzheimer's disease show gender differences in behavioral and psychological symptoms of dementia(BPSD). Methods : Ninety-eight subjects with Alzheimer's disease were included in this study. We carried out history taking and cognitive assessment for the diagnosis of Alzheimer's disease based on DSM-IV. Cognitive impairment and BPSD were measured using the Mini Mental State Examination(MMSE), Global Deterioration Scale (GDS), Clinical Dementia Rating(CDR) and the Korean Neuropsychiatric Inventory(K-NPI). Independent samples t-test was used to examine the differences across gender in BPSD. Correlation analysis between MMSE, CDR, GDS and NPI was performed using Pearson's correlation coefficient. Results : There were no significant gender differences between the gender in BPSD. We found statistically significant negative correlations between MMSE with NPI total score, and with scores of several sub-domains such as hallucination. Conclusions : This study showed that gender differences in BPSD are not significant. Further research is necessary to identify whether BPSD affect gender differences or individual differences.

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MIMO Channel Diagonalization: Linear Detection ZF, MMSE (MIMO 채널 대각화: 선형 검출 ZF, MMSE)

  • Yang, Jae Seung;Shin, Tae Chol;Lee, Moon Ho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.1
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    • pp.15-20
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    • 2016
  • Compared to the MIMO system using the spatial multiplexing methods and the MIMO system using the diversity scheme achieved a high rate, but the lower the diversity gain to improve the data transmission reliability should separate the spatial stream at the MIMO receiver. In this paper, we compared Channel capacity detection methods with the Lattice code, the 3-user interference channel and linear channel interference detection methods ZF (Zero Forcing) and MMSE (Minimum Mean Square Error) detection methods. The channel is a Diagonal channel. In other words, Diagonal channel is confirmed by the inverse matrix satisfies the properties of Jacket are element-wise inverse to $[H]_N[H]_N^{-1}=[I]_N$.

The Case Report of 3 Dementia Patients Treated by Needle-Embedding Therapy (치매 환자의 매선 요법 치료에 관한 치험 3예)

  • Bae, Dal-Bit;Park, Jang-Ho;Lyu, Yun-Sun;Lee, Go-Eun;Jung, Hyun-Gook;Kang, Hyoung-Won;Lyu, Yeoung-Su
    • Journal of Oriental Neuropsychiatry
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    • v.23 no.3
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    • pp.99-116
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    • 2012
  • Objectives : The purpose of this study is to evaluate the effects of Needle-Embedding Therapy on dementia patients. Methods : We recruited 3 dementia patients who have been experiencing memory disorder and orientation disorder. The patients had been evaluated with Mini-Mental State Examination-K (MMSE-K), Global Deterioration Scale (GDS) and Clinical Dementia Rating (CDR). The patients were treated with herbal medication (Sunghyangjunggi-san) and acupuncture. After 15 days, the patients were added to Needle-Embedding Therapy. We measured MMSE-K, GDS and CDR for every 15 days. The effects of additional Needle-Embedding Therapy were compared with the effects of acupuncture and herbal medicine. Results : After Needle-Embedding Therapy was added, Patients' memory and orientation have been improved and the score of MMSE-K ascended. The grade of GDS and CDR were maintained or decreased. Conclusions : This study suggests that Needle-Embedding Therapy is significantly effective on Dementia patients.

Efficient resource allocation for the multi-user MIMO-OFDM system with MMSE-SIC receiver (MMSE-SIC 기반 다중 사용자 MIMO-OFDM 시스템에서의 효율적 자원 할당 기법)

  • Lee, Panhyung;Lee, Jae Hong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2011.11a
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    • pp.86-87
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    • 2011
  • 본 논문에서는 상향링크 다중 사용자 MIMO-OFDM 시스템을 위한 새로운 자원 할당 기법을(resource allocation) 제안한다. 제안된 자원 할당 기법에서는 각 사용자별 전송전력 제한을 만족하면서 주파수 효율이(spectral efficiency) 최대화 되도록 사용자들에게 부반송파와(subcarrier) 전력을(power) 할당한다. 모의 실험 결과에서는 제안된 기법이 기존 기법에 비해 주파수 효율이 증가됨을 보이고 있다.

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Correlation between Dementia and Lead, Cadmium, Mercury, and Manganese Concentrations in the Blood (치매환자 여부와 혈중 납, 카드뮴, 수은 및 망간 농도와의 상관성)

  • Shin, Mi Hey;Lee, Seung Kil;Kim, Kyong Hee;Choi, Jae Wook
    • Journal of Environmental Health Sciences
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    • v.46 no.3
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    • pp.267-275
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    • 2020
  • Objectives: The causes of dementia have been reported in various ways, but there has been little research on the interrelationship between heavy metals and dementia, and the results also show little consistency. Therefore, it is imperative to compare the levels of heavy metal exposure between the dementia-suffering group and a control group to confirm the correlation between the level of heavy metal exposure and the likelihood of dementia. Methods: In order to assess the dementia level of the elderly, the Global Deterioration Scale (GDS) and Mini Mental State Examination (MMSE) were applied. To analyze the concentration of heavy metals in the blood, blood was collected from the veins of study subjects and measured using Inductively Coupled Plasma-mass spectrometry (ICP-MS). Results: There was a statistically significant correlation between lead and manganese concentrations in the blood and the MMSE and GDS. It was found that there was a statistically significant correlation between cadmium concentration in the blood and the GDS, but the MMSE was less relevant. It was found that the blood mercury concentration and the MMSE and GDS were less relevant. The lead concentration in the blood was 0.95±0.74 ㎍/dL in the dementia patient group and 0.33±0.22 ㎍/dL in the normal group, while cadmium was 0.69±0.37 ㎍/L in the dementia group and 0.18±0.10 ㎍/L in the normal group. Mercury was 0.81±0.31 ㎍/L in the dementia group and 1.16±0.80 ㎍/L in the normal group. Manganese was 6.83±2.01 ㎍/L in the dementia group and 4.78±1.59 ㎍/L in the normal group. All of these show statistically significant differences. Conclusions: As the concentration of lead, cadmium and manganese in the blood increases, the MMSE scores and GDS scores were found to worsen, and it was confirmed that there is a correlation between heavy metal exposure and cognitive degradation.