• Title/Summary/Keyword: 인지 무선망

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Learning-associated Reward and Penalty in Feedback Learning: an fMRI activation study (학습피드백으로서 보상과 처벌 관련 두뇌 활성화 연구)

  • Kim, Jinhee;Kan, Eunjoo
    • Korean Journal of Cognitive Science
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    • v.28 no.1
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    • pp.65-90
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    • 2017
  • Rewards or penalties become informative only when contingent on an immediately preceding response. Our goal was to determine if the brain responds differently to motivational events depending on whether they provide feedback with the contingencies effective for learning. Event-related fMRI data were obtained from 22 volunteers performing a visuomotor categorical task. In learning-condition trials, participants learned by trial and error to make left or right responses to letter cues (16 consonants). Monetary rewards (+500) or penalties (-500) were given as feedback (learning feedback). In random-condition trials, cues (4 vowels) appeared right or left of the display center, and participants were instructed to respond with the appropriate hand. However, rewards or penalties (random feedback) were given randomly (50/50%) regardless of the correctness of response. Feedback-associated BOLD responses were analyzed with ANOVA [trial type (learning vs. random) x feedback type (reward vs. penalty)] using SPM8 (voxel-wise FWE p < .001). The right caudate nucleus and right cerebellum showed activation, whereas the left parahippocampus and other regions as the default mode network showed deactivation, both greater for learning trials than random trials. Activations associated with reward feedback did not differ between the two trial types for any brain region. For penalty, both learning-penalty and random-penalty enhanced activity in the left insular cortex, but not the right. The left insula, however, as well as the left dorsolateral prefrontal cortex and dorsomedial prefrontal cortex/dorsal anterior cingulate cortex, showed much greater responses for learning-penalty than for random-penalty. These findings suggest that learning-penalty plays a critical role in learning, unlike rewards or random-penalty, probably not only due to its evoking of aversive emotional responses, but also because of error-detection processing, either of which might lead to changes in planning or strategy.

Energy-aware Routing Protocol using Multi-route Information in Wireless Ad-hoc Networks with Low Mobility (저이동성을 갖는 무선 애드혹 망에서 다중 경로 정보를 이용한 에너지 인지 라우팅 프로토콜)

  • Hong, Youn-Sik
    • The Journal of the Korea Contents Association
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    • v.10 no.4
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    • pp.55-65
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    • 2010
  • We present a method for increasing network lifetime without link failure due to lack of battery capacity of nodes in wireless ad-hoc networks with low mobility. In general, a node with larger remaining battery capacity represents the one with lesser traffic load. Thus, a modified AODV routing protocol is proposed to determine a possible route by considering a remaining battery capacity of a node. Besides, the total energy consumption of all nodes increase rapidly due to the huge amount of control packets which should be flooded into the network. To reduce such control packets efficiently, a source node can store information about alternative routes to the destination node into its routing table. When a link failure happens, the source node should retrieve the route first with the largest amount of the total remaining battery capacity from its table entries before initiating the route rediscovery process. To do so, the possibility of generating unnecessary AODV control packets should be reduced. The method proposed in this paper increases the network lifetime by 40% at most compared with the legacy AODV and MMBCR.

Study on the Affects and Specifications of Repeaters in 1xEVDO Networks (1xEVDO 서비스망에서 이동통신 중계기가 미치는 영향 및 규격연구)

  • Lee Kyu-Hwa;Seo Chang-Seok;Kim Jong-Kwan;Lee Byoung-Chul;Lim Byoung-Chul
    • 한국정보통신설비학회:학술대회논문집
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    • 2003.08a
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    • pp.141-142
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    • 2003
  • 본 논문은 기존에 사용하고 있는 음성 및 저속데이타 서비스용 이동통신 중계기가 초고속 무선 데이터 서비스용 1xEVDO서비스에서도 적합한지 그리고 중계기 전송 특성상 문제가 있는 부분이 있다면 규격을 어떻게 개정할 것인지에 대한 연구에 관한 것이다. 우선 기존에 KTF무선망에 설치되어 있는 이동통신 중계기에 대해 종류별로 선정하여 중계기를 통한 1xEV-DO신호의 전송특성이 얼마나 열화되는지를 현장시험 하였다. 측정결과 대부분의 이동통신 중계기에서 출력된 1xEV-DO신호 전송률이 1xEV-DO BTS에서 직접 출력된 신호의 데이터 전송률에 비해 데이터 전송률이 거의 저하되지 않는 정도의 특성을 보인 반면 몇몇 이동통신 중계기는 그보다 훨씬 큰 10%의 데이터 전송률이 저하되는 특성을 보였다. 데이터 전송률에서 많은 특성 저하를 나타내는 이동통신 중계기의 특성을 분석하여 그에 해당된 규격을 개정하였고, 그 규격에 적합한 중계시스템을 개발하여 동일한 시험을 수행한 결과 그렇지 못한중계기들에 비해 많은 특성 향상을 보여주는 것을 알 수 있었다.

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Performance Analysis of Fractional Bandwidth Mode Detection for a Cognitive Radio Based OFDM System (인지 라디오 기반 OFDM 시스템을 위한 부분대역모드 검출 기법의 성능 분석)

  • Lee, Ji-Hye;Wang, Jin-Soo;Kim, Yun-Hee;Yoon, Seok-Ho;Song, Lick-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.2C
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    • pp.238-245
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    • 2010
  • For orthogonal frequency division multiplexing (OFDM) systems sharing the spectrum with narrow band primary devices, a fractional bandwidth (FBW) mode has been proposed recently to reduce the interference to the primary users. The FBW mode divides the total OFDM bandwidth into subbands and activates (or deactivates) a subset of the subbands according to the result of spectrum sensing. In this paper, we analyze the detection error probability of FBW mode information which is delivered by the sequence embedded in the preamble and evaluate the performance in wireless regional area network environments. The results show that the detection probability derived analytically estimates the actual value from simulation adequately and that a low detection error probability less than $10^{-3}$ is obtained at a low signal-to-noise power ratio.

Prediction Accuracy Enhancement Based on Adaptive Reporting Schemes of Mobile's Mobility Status Information (적응형 이동정보 보고 알고리즘에 기반한 무선 단말의 이동성 예측 정확도 향상 방안)

  • Ko, Yong-Chae;Bae, Jung-Hwa;Park, Jin-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.7A
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    • pp.778-784
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    • 2007
  • Predictive channel reservation techniques have widely been studied in mobile cellular networks in order to meet the desired quality-of-service requirements. Those efforts are mostly concentrated on predicting the target cell that a mobile will move to and reserving the channel before the actual handoff, and subsequently reducing handoff-dropping probability and improving bandwidth utilization. In this paper, we propose adaptive reporting schemes that a mobile reports its mobility status information such as position, speed, and direction in an appropriate moment based on the user's mobility pattern characteristics and, hence the network can make a more-accurate prediction on the user's mobility. We show from the simulations that the proposed scheme is capable of keeping target cell prediction more accurate and required number of reporting through the wireless up-link channel lower.

Channel Reservation Scheme Using Wiener Prediction Theory for Cognitive Radio Networks (무선 인지 네트워크에서 위너예측 이론에 의한 예약채널 할당기법)

  • Lee, Jin-Yi
    • Journal of Advanced Navigation Technology
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    • v.15 no.5
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    • pp.757-763
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    • 2011
  • This paper presents a channel reservation scheme using Wiener prediction model in order to reduce the rate of forced termination of cognitive users in cognitive radio networks. The proposed method uses Wiener prediction model to predict the number of radio channel required by the reappearance of primary users, and then calculates and reserves the number of channels that cognitive users demand for their spectrum handoff. Through the simulation we investigate cognitive users' forced termination rate and blocking rate with and without channel reservation. In addition we show the bandwidth utilization efficiency for both cases. The results show that the proposed scheme can reduce the forced termination rate of cognitive users at the cost of slightly increasing in blocking rate. Also it is seen that there is little difference in bandwidth utilization efficiency for both cases.

Load-Aware Cell Selection Method for Efficient Use of Network Resources (효율적 망 자원 이용을 위한 부하 인지 셀 선택 기법)

  • Park, Jaesung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.12
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    • pp.2443-2449
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    • 2015
  • Downlink (DL) data rate for a MS is influenced by not only the signal to interference and noise ratio (SINR) but also the amount of radio resources allocated to the MS. Therefore, when a MS uses SINR to select a cell to associate with, it cannot receive the fastest DL data rate all the time if it associates with a congested cell. Moreover, the SINR-based cell selection may result in cell loads unbalance, which decreases the efficiency of a network. To address the issue, we propose a novel cell selection method by considering not only SINR but also a cell load which are combined into two cell selection criteria. One is the maximum achievable data rate and the other is the minimum outage probability. The simulation results show that the cell selection based on the maximum achievable data rate is superior to the SINR-based method and the method using the minimum outage probability in terms of the system efficiency and the fairness in cell loads while the cell selection method based on the minimum outage probability is superior to the others in terms of the outage probability of a MS.

The Effect of Objective and Subjective Social Isolation and Interpersonal Conflict Type on the Probability of Cognitive Impairment by Age Group in Old Age (노년기 연령집단별 객관적·주관적 사회적 고립과 대인관계갈등 유형이 인지기능에 미치는 영향)

  • Lee, Sang Chul
    • 한국노년학
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    • v.38 no.4
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    • pp.811-835
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    • 2018
  • Social relations and cognitive function in old age are closely related to each other, and social relation is classified into structural characteristics and qualitative characteristics reflecting cognitive and emotional evaluation. The concept of social isolation is the focus of attention in relation to the social relations of old age. Social isolation has a multidimensional theoretical structure that is divided into objective dimension such as social network, type of furniture, social participation, and subjective dimension such as lack of perceived social support and loneliness. There is also a close relationship between cognitive function and interpersonal conflict in old age. In this study, we examined the effect of subjective social isolation, which shows the structural characteristics of social relations, and subjective social isolation and interpersonal conflict on the dementia occurrence by age group in the elderly. The data were analyzed by applying a random effect panel logit model using 1,740 panel data from the first year to the third year of KSHAP. The results of the analysis are summarized as follows. First, the cognitive impairment increased sharply with age. Objective and subjective social isolation were both U-shaped distribution with an inflection point of 80 years old. Second, the main effect on the probability of cognitive impairment was statistically significant with objective and subjective social isolation, but the type of interpersonal conflict did not appear to be significant. Third, the results of two-way interaction effect analysis on the probability of cognitive impairment are as follows. The relationship between subjective social isolation and the probability of occurrence of cognitive impairment was significantly different according to the level of conflict with spouse. In addition, the higher the subjective social isolation, the higher the probability of cognitive impairment in the elderly(over 85) than in the young-old(65~74). In addition, as the level of conflict with spouses increases, the probability of cognitive impairment of the oldest-old(aged 85 or older) is drastically lower than that of the young-old(aged 65~74). Based on the results of this study, policy and practical implications for reducing the cognitive impairment of the elderly age group were suggested, and limitations of the study and suggestions for future research were discussed.

A Study on Context Aware Vertical Handover Scheme for Supporting Optimized Flow Multi-Wireless Channel Service based Heterogeneous Networks (이기종 망간의 최적화된 플로우 기반 다중 무선 채널 지원을 위한 상황인지 수직핸드오버 네트워크 연구)

  • Shin, Seungyong;Park, Byungjoo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.2
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    • pp.1-7
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    • 2019
  • Recently, multimedia streaming service has been activated, and the demand for high-quality multimedia convergence contents services is predicted to increase significantly in the future. The issues of the increasing network load due to the rise of multimedia streaming traffic must be addressed in order to provide QoS guaranteed services. To do this, an efficient network resource management and mobility support technologies are needed through seamless mobility support for heterogeneous networks. Therefore, in this paper, an MIH technology was used to recognize the network situation information in advance and reduce packet loss due to handover delays, and an ACLMIH-FHPMIPv6 is designed that can provide an intelligent interface through introducing a hierarchical mobility management technique in FPMIPv6 integrated network.

A Study on the effect of Spectrum difference between Cellular and PCS from Mobile Telecommunication Customer's perspective

  • Youn, Young-Seog;Cho, Byung-Sun;Ha, Young-Wook
    • Journal of Korea Technology Innovation Society
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    • v.9 no.4
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    • pp.627-653
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    • 2006
  • The purpose of this study lies in understanding how the spectrum assigned for each mobile operator affects the consumers of mobile service. For this purpose, we have observed the change of path coefficient in the structural equation, using control variables. However, the structure of the mobile service market in Korea has become fixed. Considering this tendency and the conclusion of this study, the 'lock-in effect' occurs seriously in the mobile service market in Korea. It can be explained by the fact that CS(Customer Satisfaction) of the cellular subscribers little affects customer loyalty but the market dominance of the cellular service in the actual market has continued for a long time. In this study, we figured out a strong prejudice about call quality, which is caused by spectrum difference among competitors. Cellular subscribers tends to believe that call quality of their cellular service is better than that of PCS. In addition, we found that PCS operators can catch customer's retention by investment into network in order to increase call quality.

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