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Bandwidth-Efficient Selective Retransmission for MIMO-OFDM Systems

  • Zia, Muhammad;Kiani, Tamoor;Saqib, Nazar A.;Shah, Tariq;Mahmood, Hasan
    • ETRI Journal
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    • 제37권1호
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    • pp.66-76
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    • 2015
  • In this work, we propose an efficient selective retransmission method for multiple-input and multiple-output (MIMO) wireless systems under orthogonal frequency-division multiplexing (OFDM) signaling. A typical received OFDM frame may have some symbols in error, which results in a retransmission of the entire frame. Such a retransmission is often unnecessary, and to avoid this, we propose a method to selectively retransmit symbols that correspond to poor-quality subcarriers. We use the condition numbers of the subcarrier channel matrices of the MIMO-OFDM system as a quality measure. The proposed scheme is embedded in the modulation layer and is independent of conventional hybrid automatic repeat request (HARQ) methods. The receiver integrates the original OFDM and the punctured retransmitted OFDM signals for more reliable detection. The targeted retransmission results in fewer negative acknowledgements from conventional HARQ algorithms, which results in increasing bandwidth and power efficiency. We investigate the efficacy of the proposed method for optimal and suboptimal receivers. The simulation results demonstrate the efficacy of the proposed method on throughput for MIMO-OFDM systems.

Election Prediction on Basis of Sentimental Analysis in 3rd World Countries

  • Bilal, Hafiz Syed Muhammad;Razzaq, Muhammad Asif;Lee, Sungyoung
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2014년도 추계학술발표대회
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    • pp.928-931
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    • 2014
  • The detection of human behavior from social media revolutionized health, business, criminal and political prediction. Significance of it, in incentive transformation of public opinion had already proven for developed countries in improving democratic process of elections. In $3^{rd}$ World countries, voters poll votes for personal interests being unaware of party manifesto or national interest. These issues can be addressed by social media, resulting as ongoing process of improvement for presently adopted electoral procedures. On the optimistic side, people of such countries applied social media to garner support and campaign for political parties in General Elections. Political leaders, parties, and people empowered themselves with social media, in disseminating party's agenda and advocacy of party's ideology on social media without much campaigning cost. To study effectiveness of social media inferred from individual's political behavior, large scale analysis, sentiment detection & tweet classification was done in order to classify, predict and forecast election results. The experimental results depicts that social media content can be used as an effective indicator for capturing political behaviors of different parties positive, negative and neutral behavior of the party followers as well as party campaign impact can be predicted from the analysis.

Investigating the Regression Analysis Results for Classification in Test Case Prioritization: A Replicated Study

  • Hasnain, Muhammad;Ghani, Imran;Pasha, Muhammad Fermi;Malik, Ishrat Hayat;Malik, Shahzad
    • International Journal of Internet, Broadcasting and Communication
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    • 제11권2호
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    • pp.1-10
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    • 2019
  • Research classification of software modules was done to validate the approaches proposed for addressing limitations in existing classification approaches. The objective of this study was to replicate the experiments of a recently published research study and re-evaluate its results. The reason to repeat the experiment(s) and re-evaluate the results was to verify the approach to identify the faulty and non-faulty modules applied in the original study for the prioritization of test cases. As a methodology, we conducted this study to re-evaluate the results of the study. The results showed that binary logistic regression analysis remains helpful for researchers for predictions, as it provides an overall prediction of accuracy in percentage. Our study shows a prediction accuracy of 92.9% for the PureMVC Java open source program, while the original study showed an 82% prediction accuracy for the same Java program classes. It is believed by the authors that future research can refine the criteria used to classify classes of web systems written in various programming languages based on the results of this study.

시맨틱 헬스케어를 위한 상호정보교환 프로세스 (Towards Semantic Healthcare with Interoperable Processes)

  • 와자하트 알리 칸;마크불 후세인;아사드 마수드 카탁;이승룡;구교호
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2011년도 춘계학술발표대회
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    • pp.414-415
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    • 2011
  • Due to heterogeneity in Data and Processes, healthcare systems are facing the challenge of interoperability. This heterogeneity results in different healthcare workflows of each individual organization. The compatibility of these heterogeneous workflows is possible when standards are followed. HL7 is one of the standards that is used for communicating medical data between healthcare systems. Its newer version V3 is providing semantic interoperability which is lacking in V2. The interoperability in HL7 V3 is only limited to data level and process level interoperability needs to be catered. The process level interoperability is achieved only when heterogeneous workflows are aligned. These workflows are very complex in nature due to continuous change in medical data resulting in problems related to maintenance and degree of automation. Semantic technologies plays important role in resolving the above mentioned problems. This research work is based on the integration of semantic technology in HL7 V3 standard to achieve semantic process interoperability. Web Service Modeling Framework (WSMF) is used for incorporating semantics in HL7 V3 processes and achieves seamless communication. Interaction Ontology represents the process artifacts of HL7 V3 and helps in achieving automation.

항통(項痛)을 주소(主訴)로 입원(入院) 치료(治療)한 환자(患者) 25례(例)에 대(對)한 임상적(臨床的) 고찰(考察) (A clinical observation for 25 cases of patients who are taken by chiefly complained of neck pain)

  • 이은용;이병렬
    • Journal of Acupuncture Research
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    • 제15권2호
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    • pp.393-406
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    • 1998
  • Twenty five cases of the patient admission-treatment from chiefly complained of neck pain observed clinically from first January 1997 to thirty first December 1997 in the Dept. of Acupuncture and Moxibustion, Oriental Hospital, Taejon University, Taejon, Korea. And the results were obtained as follows; 1. The distribution of sex was male 13(52%) cases, female 12(48%) cases and the male to female ratio was 1.1 : 1. The distribution of age was the most predominant as the fifties 6(24%) cases. 2. The contributing factors were the most predominant as the reason unknown 9(36%) cases, unstable position 5(20%) cases. 3. The distribution of duration was the most predominant of 9(36%) cases in a week. 4. The distribution of before admission-treatments were the most predominant as west-medication 13(32.5%) cases. 5. The distribution of patient's condition of first treatment was the most predominant as Gr.III 13(52%) cases. 6. The distribution of duration for admission was the most predominant as 13(52%) cases in a week. 7. The distribution of radiological studies were the nust predominant as the HIVD 26(63.4%) cases. 8. The distribution of clinical symptoms were the most predominant as neck pain 25(21.0%) cases, radiating pain to the upper extremities 23(19.3%) cases. 9. The distribution of located on clinical syrnptoms were the most predominant as neck-shoulder and back-upper extremities 11(44%) cases. 10. The distribution of clinical diagnosis was the most predominant as HIVD 16(45.7%) cases. 11. The distribution of methods of treatment were the most predominant as Acupuncture -­ Herb Medication - Electro Acupuncture treatment 8(32%) cases. 12. The effect of treatment by discharge was the most predominant of 11(44%) cases as Good result.

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Analysis of Unintended Lake Formation Problem and Its Environmental Effects a Case Study

  • Bushira, Kedir Mohammed;Kasaya, Alemayehu
    • 한국습지학회지
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    • 제22권3호
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    • pp.217-224
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    • 2020
  • Waterlogging and unintended lake formation become the main problem in some parts of the world. Starting from 1989, the waterlogging problem was observed in the farmland of the Jarso community of Konso Woreda adjacent to the Segen River in Ethiopia. Therefore, the objectives are determining the extent and causes of unintended lake formation using GIS/RS in addition to a preliminary field survey to mitigate the problem. The analysis of satellite images revealed that over the years invasion of the irrigable land by unwanted water had increased, as, in 1989, the size of the wetland area was about 8 Km2; in 2000 the size of the un-intended lake was only 8.23 ㎢. Alarmingly the size of the lake increased to 19.68 Km2 in 2014. Silting up of Weir and changing the flow of River Segen and Human Intervention and changing the natural flow of River Yanda were the main causes of this unwanted prolonged water-logging. The ecological and social environment has been degrading as the people of the waterlogged area have been experiencing some settlement and losing their land. Another problem encountered was flooding from River Barka and invasion of the farmland. Sediment control best management practices (BMPs) i.e, Removal of sediment, providing sandbags and well-scheduled maintenance; Changing the junction point of Yanda and Segen River were suggested for the long-term and short term possible remedial measures. Gabion retaining wall on the bank of the Segen River to the face of Barka River was suggested to protect the farmland from flooding.

Numerical response of pile foundations in granular soils subjected to lateral load

  • Adeel, Muhammad B.;Aaqib, Muhammad;Pervaiz, Usman;Rehman, Jawad Ur;Park, Duhee
    • Geomechanics and Engineering
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    • 제28권1호
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    • pp.11-23
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    • 2022
  • The response of pile foundations under lateral loads are usually analyzed using beam-on-nonlinear-Winkler-foundation (BNWF) model framework employing various forms of empirically derived p-y curves and p-multipliers. In practice, the p-y curve presented by the American Petroleum Institute (API) is most often utilized for piles in granular soils, although its shortcomings are recognized. The objective of this study is to evaluate the performance of the BNWF model and to quantify the error in the estimated pile response compared to a rigorous numerical model. BNWF analyses are performed using three sets of p-y curves to evaluate reliability of the procedure. The BNWF model outputs are compared with results of 3D nonlinear finite element (FE) analysis, which are validated via field load test measurements. The BNWF model using API p-y curve produces higher load-displacement curve and peak bending moment compared with the results of the FE model, because empirical p-y curve overestimates the stiffness and underestimates ultimate resistance up to a depth equivalent to four times the pile diameter. The BNWF model overestimates the peak bending moment by approximately 20-30% using both the API and Reese curves. The p-multipliers are revealed to be sensitive on the p-y curve used as input. These results highlight a need to develop updated p-y curves and p-multipliers for improved prediction of the pile response under lateral loading.