• Title/Summary/Keyword: basis pursuit

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Computational performance and accuracy of compressive sensing algorithms for range-Doppler estimation (거리-도플러 추정을 위한 압축 센싱 알고리즘의 계산 성능과 정확도)

  • Lee, Hyunkyu;Lee, Keunhwa;Hong, Wooyoung;Lim, Jun-Seok;Cheong, Myoung-Jun
    • The Journal of the Acoustical Society of Korea
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    • v.38 no.5
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    • pp.534-542
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    • 2019
  • In active SONAR, several different methods are used to detect range-Doppler information of the target. Compressive sensing based method is more accurate than conventional methods and shows superior performance. There are several compressive sensing algorithms for range-Doppler estimation of active sonar. The ability of each algorithm depends on algorithm type, mutual coherence of sensing matrix, and signal to noise ratio. In this paper, we compared and analyzed computational performance and accuracy of various compressive sensing algorithms for range-Doppler estimation of active sonar. The performance of OMP (Orthogonal Matching Pursuit), CoSaMP (Compressive Sampling Matching Pursuit), BPDN (CVX) (Basis Pursuit Denoising), LARS (Least Angle Regression) algorithms is respectively estimated for varying SNR (Signal to Noise Ratio), and mutual coherence. The optimal compressive sensing algorithm is presented according to the situation.

Benefits Segmentation and Knitwear Purchasing Behavior (혜택세분화에 따른 20대 여성의 니트웨어 구매행동에 관한 연구)

  • 이옥희;김경희
    • Journal of the Korean Society of Clothing and Textiles
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    • v.27 no.6
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    • pp.601-611
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    • 2003
  • The main objective of this study was to investigate the relationship between benefits segmentation and knitwear purchasing behavior of college female students. A questionnaire was developed to measure benefits segmentation, knit wear purchasing behavior. The questionnaire was administered to 505 college female students in Chonbuk and Chonnam. The data was analyzed using percentage, frequency, mean, factor analysis, cluster analysis and ANOVA, Duncan multiple range test. The results of the study were as follows: The college female students were classified into four subdivisions by the cluster analysis: recreation pursuit group, fashion pursuit group, individuality pursuit group, self-improvement pursuit group on the basis of pursuit benefit factors. The knitwear purchasing motives of consumers were significantly different according to pursuit benefit subdivision. The individuality pursuit group was the highest user of mass media fashion information sources. The fashion pursuit group used purchasing experience and advice of others less than other groups. Consumers' evaluation criteria of knitwear products were significantly different depending on pursuit benefit subdivision in design and coordination, goods traits, practicality, individual expression, and external criterion. The other groups used purchasing experience and advice of others more than the fashion pursuit group.

Clothing Behavior by Value Group of Baby Clothes Purchasers (유아복 구매자들의 가치집단에 따른 의복구매행동)

  • Park, Ok-Lyun;Lee, Ji-Na
    • Korean Journal of Human Ecology
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    • v.19 no.1
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    • pp.127-136
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    • 2010
  • This research subdivided the groups of baby clothes purchasers by consumer value factors in order to study clothing behavior by the value group of baby clothes purchasers and to examine differences in shopping propensity, pursuit benefits, evaluation criteria, and utilization of information sources depending on the value groups 1. A total of three factors - the pursuit of a stable life, the pursuit of achievement, and the pursuit of pleasure - were derived by conducting a factor analysis on the value dimensions of baby clothes purchasers. The value types of baby clothes purchasers were classified into three groups - the group of the pursuit of achievement, the group of the pursuit of stability and pleasure, and the passive group as the result of conducting cluster analysis on the basis of three types of personal value factors. 2. In the difference of shopping propensity by the value group, the group of the pursuit of achievement and the group of the pursuit of stability and pleasure were found to be the group having economical shopping propensity. In the difference of pursuit benefits by the value group, the passive group appeared to be the group in pursuit of fashion, and it could be seen that the group of the pursuit of achievement and the group of the pursuit of stability and pleasure were highly interested in the pursuit of individuality and practicality. 3. In the evaluation criteria of clothes by the value group of baby clothes purchasers, the group of the pursuit of achievement was found to consider physical criteria as important evaluation criteria, and the group of the pursuit of stability and pleasure was found to consider aesthetic criteria as important evaluation criteria. In the utilization of information sources by the value group of baby clothes purchasers, the passive group was found to be influenced most by market-oriented information sources.

Time delay estimation between two receivers using basis pursuit denoising (Basis pursuit denoising을 사용한 두 수신기 간 시간 지연 추정 알고리즘)

  • Lim, Jun-Seok;Cheong, MyoungJun
    • The Journal of the Acoustical Society of Korea
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    • v.36 no.4
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    • pp.285-291
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    • 2017
  • Many methods have been studied to estimate the time delay between incoming signals to two receivers. In the case of the method based on the channel estimation technique, the relative delay between the input signals of the two receivers is estimated as an impulse response of the channel between the two signals. In this case, the characteristic of the channel has sparsity. Most of the existing methods do not take advantage of the channel sparseness. In this paper, we propose a time delay estimation method using BPD (Basis Pursuit Denoising) optimization technique, which is one of the sparse signal optimization methods, in order to utilize the channel sparseness. Compared with the existing GCC (Generalized Cross Correlation) method, adaptive eigen decomposition method and RZA-LMS (Reweighted Zero-Attracting Least Mean Square), the proposed method shows that it can mitigate the threshold phenomenon even under a white Gaussian source, a colored signal source and oceanic mammal sound source.

A Study on Knitwear Image Preference and Purchasing Behaviors by Benefit Sought in Clothing of Male University Students (남자 대학생의 의복추구혜택에 따른 니트웨어 선호이미지와 구매행동 연구)

  • Lee, Mi-Sook;Suh, Seo-Young
    • Journal of the Korea Fashion and Costume Design Association
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    • v.13 no.4
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    • pp.51-67
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    • 2011
  • The purposes of this study were to segment male university students on the basis of benefit sought in clothing, and to investigate knitwear image preference and purchasing behaviors of each segmented market. The research method was a survey and subjects were 249 male university students in Daejeon and Chungnam province. The questionnaire consisted of measurement items for benefit sought in clothing, knitwear image preference, knitwear purchasing behaviors, and subject's demographic attributions. The data were analyzed by Cronbach's ${\alpha}$, factor analysis, cluster analysis, ${\chi}^2$ test, ANOVA and Scheffe test. The results were as follows. First, male university students were segmented into 6 consumer types (practicality pursuit, individuality pursuit, comport pursuit, brand pursuit, social status pursuit, and unconcern type) by benefit sought in clothing. Second, male university students generally preferred dandy image and causal image, however, brand pursuit type more preferred trendy image, and practicality pursuit type more preferred active image than other consumer types. Third, the segmented markets showed many differences on knitwear purchasing behaviors. On clothing selection criteria, practicality pursuit type considered resonable price as important, whereas brand pursuit type considered brand reputation. On fashion information source, individuality pursuit type considered store display and other people's clothing, while unconcern type considered advice from friend and family. On main purchasing place, individuality pursuit type more used speciality store with no brand, whereas brand pursuit type more used department store and brand store than other consumer types. The results of this study supported that benefit sought in clothing can be useful as an effective variable for market segmentation.

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A Study on the Acceptance of Buddhist Idea in Industrial Design (산업디자인에 있어서 불교사상의 수용에 관한 연구)

  • 박규현
    • Archives of design research
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    • v.15 no.2
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    • pp.5-18
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    • 2002
  • Recently, the West's interest on Buddhism has been uprising. If the interest on Buddhism is especially from Western intellectuals, it will surely be the motive to change, the future of Western society. Actually, while the West has been interested in the material civilization on the basis of Christianity, the East has been pursuing after the spiritual culture on the basis of Buddhism. However, what does it mean that many of civilized westerners have come to dislike the manner of scientific pursuit and strict rationality which made them wealthy materially\ulcorner It means that they have felt their ideologies which is based on the Christian culture, has met an end or at least they have started to get interested in the Eastern ideology, 'Buddhism'. Particularly, if we agree that industrial design is a field of basis on the stringent rationality, and is a field of applied science on the basis of technology and production, it surely must have rather been influenced by Christian culture than Buddhism. But regardless of material richness by Christian culture, some Western intellectuals'secession from christianity means that their pursuit of material civilization doesn't help much in chasing after human original happiness. Instead, they are charmed by the fact that their mental illness problem, which is the result of the incessant pursuit of materialism, can be salved more 'scientifically'rather by Buddhism than Christianity. Compared with the westerners'spiritual unhappiness by the strong pursuit of material, Buddhism lowers their passion for material and help to lead their lives happily with least'pursuit of materialism. In this sense, I insist that we need to study'Design'from a viewpoint of Buddhist idea.

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Analysis of Consumers Behaviors in Pursuit of Safety in Purchases of Goods (제품구매에서 소비자의 안전추구행동 분석)

  • Huh, Kyung-Ok
    • Journal of Families and Better Life
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    • v.26 no.5
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    • pp.61-74
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    • 2008
  • This research aims to examine and analyze behavior of consumers in pursuit of safety the basis of data Korea Consumer Agency in 2007 2,000 male and females older than 20 years old in Korea. In particular, this study investigates the impact of and life styles of consumers in pursuit of safety. Results of this research could be summarized as follows. First of all, Korean consumers tend to place emphasis on factors such as price and freshness rather than safety in the purchase of vegetables, meats, rice, and fruit.Second, the safety consciousness of consumers is high among female young consumers among consumers showing intermediate positions for the issue of opening domestic markets for foreign agricultural products. Third, this study also examines the impact of life styles on consumers' behavior in pursuit of safety. Such behavior is high among consumers emphasizing values on family and current consumption and showing negative attitudes opening domestic markets for imported foreign agricultural products. Finally, behavior in pursuit of safety is high among female, high school graduated, family-oriented consumers and valuing leisure and showing negative attitudes opening domestic markets for foreign agricultural products. However, safety consciousness of consumers do not generate direct impact on patterns of pursuing safety.

Mediating Effect of Ego-Resilience in the Relationship between Social Capital and Safety Awareness·Safety Pursuit Behavior of Adult Learner : Focusing on Changwon City (성인학습자의 사회적 자본과 안전의식·안전추구행동과의 관계에서 자아탄력성의 매개효과 : 창원지역 중심으로)

  • PARK, Sin-Young;EO, Yong-Sook
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.1
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    • pp.162-171
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    • 2016
  • The purpose of this study was to examine the mediation of ego-resilience in the relationship between social capital and safety awareness safety pursuit behavior of adult learners in order to provide a basis for planning safety education to improve the safety behaviors. The participants were 162 adult learners who participated in the "Go to find safety classroom of citizens" in Changwon city. Data were collected using self-report questionnaires and analyzed with the SPSS-WIN 20.0 program. As a results, first, the mean score for social capital was 3.36(social confidence 3.38, reciprocal norms 3.29, networks 3.22, democratic citizen awareness 3.56), ego-resilience 3.57. Second, social capital was significant correlation ego-resilience(r=.63, p<.001) and safety awareness safety pursuit behavior(r=.44, p<.001). Third, ego-resilience was significant correlation safety awareness safety pursuit behavior(r=.54, p<.001). Forth, ego-resilience had a partial mediating effect in the relationship between social capital and safety awareness safety pursuit behavior. Based on these findings of this study, safety education focusing on ego-resilience and social capital improvement are highly recommended to promote safety behavior in adult learners.

Novel Adaptive Distributed Compressed Sensing Algorithm for Estimating Channels in Doubly-Selective Fading OFDM Systems

  • Song, Yuming;He, Xueyun;Gui, Guan;Liang, Yan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.5
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    • pp.2400-2413
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    • 2019
  • Doubly-selective (DS) fading channel is often occurred in many orthogonal frequency division multiplexing (OFDM) communication systems, such as high-speed rail communication systems and underwater acoustic (UWA) wireless networks. It is challenging to provide an accurate and fast estimation over the doubly-selective channel, due to the strong Doppler shift. This paper addresses the doubly selective channel estimation problem based on complex exponential basis expansion model (CE-BEM) in OFDM systems from the perspective of distributed compressive sensing (DCS). We propose a novel DCS-based improved sparsity adaptive matching pursuit (DCS-IMSAMP) algorithm. The advantage of the proposed algorithm is that it can exploit the joint channel sparsity information using dynamic threshold, variable step size and tailoring mechanism. Simulation results show that the proposed algorithm achieves 5dB performance gain with faster operation speed, in comparison with traditional DCS-based sparsity adaptive matching pursuit (DCS-SAMP) algorithm.

Fast Linearized Bregman Method for Compressed Sensing

  • Yang, Zhenzhen;Yang, Zhen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.9
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    • pp.2284-2298
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    • 2013
  • In this paper, a fast and efficient signal reconstruction algorithm for solving the basis pursuit (BP) problem in compressed sensing (CS) is proposed. This fast linearized Bregman method (FLBM), which is inspired by the fast method of Beck et al., is based on the fact that the linearized Bregman method (LBM) is equivalent to a gradient descent method when applied to a certain formulation. The LBM requires $O(1/{\varepsilon})$ iterations to obtain an ${\varepsilon}$-optimal solution while the FLBM reduces this iteration complexity to $O(1/\sqrt{\varepsilon})$ and requiring almost the same computational effort on each iteration. Our experimental results show that the FLBM can be faster than some other existing signal reconstruction methods.