• 제목/요약/키워드: total least square

검색결과 244건 처리시간 0.022초

고속 데이터 통신을 위한 Blind DFE Equalizer의 설계 (Design of a Blind DFE Equalizer for high-speed data communication)

  • 박원흠;선우명훈
    • 한국통신학회논문지
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    • 제27권7C호
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    • pp.704-711
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    • 2002
  • 본 논문에서는 케이블 모뎀을 위한 DFE(Decision Feedback Equalizer) 구조의 blind 등화기를 설계하였다. 변복조 방식은 64/256 QAM이며 채널 적응 알고리즘으로는 제안한 MMA(Multi-Modulus Algorithm)와 LMS (Least Mean Square) 알고리즘을 같이 사용하였다. MMA 알고리즘과 DFE 구조를 가진 등화기는 본 논문에서 처음 제안한다. 기존의 MMA 등화기는 두 개의 FIR 필터를 사용하여 두 개의 탭 계수를 갱신하였으나, 본 논문에서 제안하는 MMA 알고리즘은 하나의 탭 계수 갱신만으로 채널 등화가 가능하도록 제안하였으며, DFE 구조에 적용하여 두 개의 DFE 필터를 사용하여 채널 적응 능력을 높히고 탭 수를 줄였다. 0.35 $\mu\textrm{m}$ standard cell library를 이용하여 ASIC 칩을 설계하였다. 설계한 등화기는 약 16만개의 게이트 수와 8 MHz의 동작속도를 보였으며 데이터 전송 속도는 64Mbps까지 지원한다.

Assessment of Wind Power Prediction Using Hybrid Method and Comparison with Different Models

  • Eissa, Mohammed;Yu, Jilai;Wang, Songyan;Liu, Peng
    • Journal of Electrical Engineering and Technology
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    • 제13권3호
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    • pp.1089-1098
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    • 2018
  • This study aims at developing and applying a hybrid model to the wind power prediction (WPP). The hybrid model for a very-short-term WPP (VSTWPP) is achieved through analytical data, multiple linear regressions and least square methods (MLR&LS). The data used in our hybrid model are based on the historical records of wind power from an offshore region. In this model, the WPP is achieved in four steps: 1) transforming historical data into ratios; 2) predicting the wind power using the ratios; 3) predicting rectification ratios by the total wind power; 4) predicting the wind power using the proposed rectification method. The proposed method includes one-step and multi-step predictions. The WPP is tested by applying different models, such as the autoregressive moving average (ARMA), support vector machine (SVM), and artificial neural network (ANN). The results of all these models confirmed the validity of the proposed hybrid model in terms of error as well as its effectiveness. Furthermore, forecasting errors are compared to depict a highly variable WPP, and the correlations between the actual and predicted wind powers are shown. Simulations are carried out to definitely prove the feasibility and excellent performance of the proposed method for the VSTWPP versus that of the SVM, ANN and ARMA models.

Service Distribution Strategy on Business Performance of Padang Restaurants in North Jakarta

  • CHRISTIAN, Michael;HARIS, Kevin;INDRIYARTI, Eko Retno;WIBOWO, Suryo;SUNARNO, Sunarno
    • 유통과학연구
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    • 제19권12호
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    • pp.57-69
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    • 2021
  • Purpose: This study aims to measure whether the business performance of Padang restaurants in North Jakarta is primarily affected by service distribution strategy and other factors, specifically the local-based organizational culture and entrepreneurial orientation. Research design, data and methodology: This quantitative research has used Structural Model-Partial Least Square (PLS-SEM) with SMART PLS 3.0 as the analytical tool. The study's sample focus is the owner or person in charge of the Padang restaurant business in North Jakarta. Data has been collected using a questionnaire instrument with a Likert scale scale ('1-strongly disagree' to '5-strongly agree'). A total of 86 samples with a random technique were obtained from three areas in North Jakarta: Kelapa Gading, Pademangan, and Penjaringan. Results: Interestingly, this research finds that service distribution strategy does not affect business performance, either directly or indirectly. Business performance in this study is affected by entrepreneurial orientation. In additional results, the local organizational culture significantly affects the entrepreneurial orientation, but does not affect the business performance in terms of management process. Conclusions: This study provides practical implications for restaurant businesses regarding the use of local cultural concepts to consider strategies for survival in today's challenging times while continuing operations during limitations.

Currency Valuation, Export Competitiveness, and Firm Profitability: Evidence from Bangladeshi Firm-Level Data

  • CHOI, Sunghee
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.61-69
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    • 2021
  • The aim of this paper is to empirically investigate whether and how domestic currency valuation is related to firm-level export competitiveness and profitability by using the unique firm-specific dataset on Bangladeshi nonfinancial firms which have been listed continuously from 2010 to 2018. To achieve the aim of this paper, 63 exporting firms are extracted from a total of 125 firms which have been continuously listed during 2010-2018 and used as the final sample firms. The Pedroni cointegration test reveals that export and import prices of the exporting firms are cointegrated in the short-run as well as long-run. The panel dynamic ordinary least square (DOLS) analysis finds that a firm's export competitiveness is maintained by high import inputs even in the presence of depreciation of Bangladeshi currency against the US dollar. Finally, the DuPont analysis finds that the depreciated Bangladeshi currency enhances an exporter's profitability. Conclusions based on the findings are consistent regardless of exchange rate types, such as, real bilateral exchange rate and nominal or real effective exchange rate indexes. Consequently, the firm-level findings of this investigation suggest that undervalution of home currency is essential for Bangaldesh which is one of the frontier markets in South Asia whose exporting firms are mostly price followers in global markets.

The Role of Technology, Organizational Culture, and Job Satisfaction in Improving Employee Performance during the Covid-19 Pandemic

  • SAPTA, I Ketut Setia;MUAFI, Muafi;SETINI, Ni Made
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.495-505
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    • 2021
  • In the current Covid-19 pandemic, technology's role is important; with technology, all activities can carry on. This study explains that technology, organizational culture, and job satisfaction at rural banks in Bali can be a motivation for improving performance, especially during a pandemic. A questionnaire is distributed online using Google Form to a total of 350 employees; the data is collected from a sample of employees from rural banks in Denpasar, Bali. Respondents had to meet the following criteria: a minimum work period of one year and a minimum high school education or equivalent. With these criteria, 100 samples were obtained. The dependent variable is employee performance; the independent variables are organizational culture, technology, and job satisfaction; the intervening variable is work motivation. This study uses Structural Equation Modeling with a variance-based or component-based approach with Partial Least Square. The study results show that organizational culture, job satisfaction, and technology provide motivation and have a significant positive effect on employee performance. However, organizational culture does not have a positive or direct impact on employee performance. The study results can be used as a basis for designing business strategies to improve employee performance in a competitive environment to advance the credibility of a bank.

Bank Capital, Efficiency and Risk: Evidence from Islamic Banks

  • ISNURHADI, Isnurhadi;ADAM, Mohamad;SULASTRI, Sulastri;ANDRIANA, Isni;MUIZZUDDIN, Muizzuddin
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.841-850
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    • 2021
  • This study aims to evaluate the relationship between bank capital, efficiency, and risk in Islamic banks. We use data from 129 Islamic banks in the world, retrieved from various data sources. We retrieved specific banking data from Moody's Analytics BankFocus and Thomson Reuters Eikon, while data at the country level was obtained from the World Bank website. This study uses various estimates both Pooled OLS (Ordinary Least Square) and Random Effect (RE). However, to overcome the issue of serial correlation which could cause bias in the results of the study, we used fixed-effect (FE) cluster estimates. The research results confirm the previous findings that bank capital positively affects bank stability (natural logarithm of Z-Score) and negatively affects credit risk (loan loss provision to total liabilities). The findings also show that efficiency has the same effect. The interaction test of bank capital and efficiency shows that efficiency encourages banks to reduce risk, including when bank capital is relatively lower. This finding is expected to have implications for the authorities to boost bank efficiency in addition to establishing several regulations related to capital. The efficiency implemented by the bank will encourage banks to act prudently so that the bank can maintain its performance through risk mitigation.

Stewardship Theory and Information on Family Firm Performance in Vietnam

  • DAO, Thi Thanh Binh;HOANG, Linh Chi
    • 유통과학연구
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    • 제20권12호
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    • pp.13-22
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    • 2022
  • Purpose: The paper contributes to the existing literature on Vietnamese corporate governance and firm performance with a focus on listed family firms and the use of a more suitable econometric framework to analyze firm performance. The study investigates how family firm performance is affected by corporate governance under the standpoint of stewardship theory in Vietnam. Research design, data and methodology: With the use of different measures for firm performance (Tobin's Q, ROA, and ROE), regression models were estimated using Generalized Least Square (GLS) method on a panel data of a total of 113 listed companies during the five-year period from 2015 to 2019. Results: We found that family ownership as the main characteristic of the stewardship theory affects family firms positively. In addition, several other characteristics in corporate governance as board composition (board independence, board audits, and board committees), CEO (age and tenure) and firm characteristics (size, age, expansion, and annual sales) showed significant impacts on firm performance. Our findings also suggest that family firm performance can be either positively or negatively affected based on the characteristics of corporate governance. The findings can help companies evaluate the significance of corporate governance through deciding board structure and the selection of CEOs to match family firm characteristics. It also gives insights for investors, rating agencies, and policymakers for relevant purposes.

Corporate Social Responsibility and Firm Risk: Controversial Versus Noncontroversial Industries

  • ERIANDANI, Rizky;WIJAYA, Liliana Inggrit
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.953-965
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    • 2021
  • This study aims to analyze the benefits of corporate social responsibility (CSR) performance on corporate risk in controversial and non-controversial industries. The hypothesis of this study is based on the conflicting effects of industry type on CSR and firm risk. The research sample consisted of 927 companies listed on the Indonesia Stock Exchange from 2016 to 2019. The main method for data processing was the ordinary least square method and subgroup analysis as a robustness test. The findings suggest that the performance of CSR can reduce corporate risk. However, the impact was only significant for non-controversial firms and weakened for controversial industries. These results support risk management and signaling theory. Firm risk in this study reflects the company's total risk, further research can categorize it into systematic and idiosyncratic risk. Besides, the number of samples of controversial industry research is not as much as non-controversial; further research can use paired samples. Regulators can use the results to create a new policy regarding CSR implementation. This study contributes to the existing literature by showing that the ability of social responsibility to reduce corporate risk only works in non-controversial industries. This result may be due to the controversial industry receiving negative stigma from its stakeholders.

Antecedents and Consequences of Brand Hate Among Netizens: Empirical Evidence from Vietnam

  • NGUYEN, Hai Ninh
    • The Journal of Asian Finance, Economics and Business
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    • 제8권7호
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    • pp.579-589
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    • 2021
  • In the era of tough competition, the customer's emotional attachment to brand plays a vital role to the successes and failures of enterprises. Specifically in the case of doing business online, brands have to cope with the troubles of rising from brand hate as brand avoidance, negative word of mouth and brand retaliation. Traditionally, the brand communication is very hard to control and with online communities, the problems tend to be even more severe. This paper aims to explore and discuss the core concept, the driven factors and the actionable consequences of brand hate among netizens. A total of 358 valid responses were obtained from surveys taken from the internet users across the nation. Partial Least Square - Structural Equation Modeling (PLS-SEM) was conducted using Smart PLS to assess the hypotheses. The result shows that the expression of brand hate among netizen consists of active hate and passive hate. Deficit value, deceptive advertising, negative past experience and ideology incompatibility have been confirmed as influencing factors on customers' brand hate emotion. Then brand hate itself causes the customer's actionable outcomes such as brand avoidance, brand negative word of mouth and brand retaliation. Along with the theoretical contributions and managerial implications have been recommended for enterprises to avoid netizens' brand hate.

The Effect of Corporate Governance on Corporate Social Responsibility Disclosure and Performance

  • RATMONO, Dwi;NUGRAHINI, Dian Essa;CAHYONOWATI, Nur
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.933-941
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    • 2021
  • This research aims to test the effect of corporate governance factors on corporate social responsibility (CSR) disclosure and its impact on a company's financial performance. The factors of corporate governance referred to in this research are foreign ownership, state ownership, number of board of commissioners, the proportion of independent commissioners, and educational background of commissioners' board. Based on the purposive sampling method, 194 companies were selected with a total of 582 observations. The data analysis used in this study was the Structural Equation Model (SEM) approach by using the alternative Partial Least Square (PLS) method. The results of this research indicated that state ownership, number of board of commissioners, and the proportion of independent commissioners had a significant positive effect on CSR disclosure. While the foreign ownership and the educational background of the commissioners' board have had an insignificant effect on CSR disclosure. Then, CSR disclosure had a significant positive effect on the companies' financial performance. The findings of this study suggest that the positive effect of the CSR disclosure on performance is because the disclosure is able to improve the company's reputation; the more social activities are carried out will improve the customers' loyalty as well as the support from other stakeholders which in turns will improve the company's performance.