• 제목/요약/키워드: Cognitive efficiency

검색결과 299건 처리시간 0.027초

A Survey on Spectrum Sharing in Cognitive Radio Networks

  • Xu, Tangwen;Li, Zhenshuang;Ge, Jianhua;Ding, Haiyang
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제8권11호
    • /
    • pp.3751-3774
    • /
    • 2014
  • With the rapid development of wireless communication, the confliction between the scarce frequency resources and the low spectral efficiency caused by the stationary spectrum sharing strategies seriously restricts the evolution of the future mobile communication. For this purpose, cognitive radio (CR) emerges as one of the most promising inventions which can overcome the spectrum shortage. As the key technology and main objective of CR, spectrum sharing can make full use of the limited spectrum, alleviate the scarcity of frequency resources and improve the system utilities, playing thereby an important role in improving the system performance of cognitive radio networks (CRNs). In this survey, the spectrum sharing in CRNs is discussed in terms of the sharing process, mainstream sharing technologies and spectrum sharing models. In particular, comparisons of different spectrum sharing strategies are concluded, as well as that of different spectrum sensing schemes in sharing procedure. Moreover, some application examples of the spectrum sharing in CRNs, such as smart grid, public safety, cellular network and medical body area networks are also introduced. In addition, our previous related works are presented and the open research issues in the field of spectrum sharing are stated as well.

A MAC Protocol for Link Maintenance in Multichannel Cognitive Radio Ad Hoc Networks

  • Li, Jingye;Luo, Tao;Gao, Jing;Yue, Guangxin
    • Journal of Communications and Networks
    • /
    • 제17권2호
    • /
    • pp.172-183
    • /
    • 2015
  • To provide an efficient link maintenance approach, we propose a cross layer medium access control (LM-MAC) protocol for multichannel cognitive radio ad hoc networks. Link establishment and reliable transmission are two key problems for a perfect link maintenance mechanism. Since the cognitive user (CU) pairs have to reestablish their links each frame, in the proposed MAC protocol, three different access modes are designed to guarantee transmission efficiency in continuous frames. To enhance the transmission reliability, each CU will create a father spectrum list (FSL) after joining in the network. FSL is divided into three groups of sub-channels with different functions to compensate the packet loss caused by the primary users' appearance and the deep fading. Meanwhile, since the transmitter and the receiver will share the same FSL, periodical cooperative sensing is adopted to further optimize the former problem. Finally, compared with the existing opportunistic multichannel (OMC)-MAC protocol, the proposed LM-MAC protocol achieves better system performance in terms of saturation throughput, continuity and access delay.

3G LTE 이동통신 시스템을 위한 무선인지 시스템의 신호검출 (Signal Detection of Cognitive Radio System for 3G LTE Mobile Communication System)

  • 김승종;김진영
    • 한국위성정보통신학회논문지
    • /
    • 제5권1호
    • /
    • pp.27-31
    • /
    • 2010
  • 급증하는 주파수 수요를 해결하기 위해 최근 FCC(Federal Communications Commission)에서는 스펙트럼 사용 효율을 높이기 위해 주파수를 공유하는 CR(Cognitive radio)를 적용하기로 하였다. 그리고 이러한 CR 시스템을 LTE 시스템에 적용하고자 CR 기술 중 스펙트럼 센싱 이론을 LTE 환경에 적용을 시켜 실험을 하여 성능분석을 하였다. 본 실험에 있어서 LTE 하향링크 OFDMA (Orthogonal frequency division multiple access) 신호를 센싱했고, 채널은 가우시안 채널로 가정하여 실험을 하였다. 또한 실험에 필요로 한 임계값(threshold)은 5%, 10%로 달리 적용하여 성능분석을 하였다. 그리고 추후 LTE 시스템에 CR 시스템 적용을 위한 향후 연구 방향에 대하여 논의를 하였다.

상황인지 사용자 릴레이를 채택한 협동 NOMA 시스템의 성능 (Performance of Cooperative NOMA Systems with Cognitive User Relay)

  • 김남수
    • 한국인터넷방송통신학회논문지
    • /
    • 제18권5호
    • /
    • pp.69-75
    • /
    • 2018
  • 최근 제한된 스펙트럼 대역을 더욱 효율적으로 사용할 수 있는 비직교 다중화 (Non-orthogonal multiple access)방식이 차세대 이동통신 다중화 방식으로 주목받고 있다. 한편 스펙트럼 효율은 상황인지 무선통신으로도 높일 수 있는데, 상황인지 무선통신 방식은 비허가 사용자가 허가사용자에게 제한된 간섭을 주는 조건으로 동일한 스펙트럼을 이용할 수 있기 때문이다. 따라서 본 논문에서는 NOMA 시스템과 상황인지 방식을 결합하였을 때 상황인지 협동 NOMA 시스템의 성능을 분석하였다. 협동 통신을 위한 릴레이는 근거리 사용자 중에서 선택하였으며, 원거리 사용자는 선택결합을 가정하였다. 릴레이 및 원거리 사용자의 오수신율을 closed-form으로 유도하였으며, 수치적인 결과는 Monte Carlo 시뮬레이션 결과와 잘 일치하였다. 수치적인 해석결과 릴레이의 오수신율은 전력할당 계수에 따라서 영향을 받았으며, 주어진 조건에서 원거리 사용자의 전력할당계수가 0.86인 경우 오수신율이 가장 낮았다. 원거리 사용자의 오수신율은 주어진 상황 하에서 주파수 획득확률이 1인 경우에 비하여 0.5인 경우 $1{\times}10^{-13}$의 오수신율을 유지하기 위하여 15 dB 이상의 신호 대 잡음비가 더 필요하였다. 따라서 상황인지 릴레이의 주파수 획득확률에 따라서 원거리 사용자의 성능이 현저히 영향을 받음을 알 수 있었다.

Cognitive Radio 시스템에서 불확실한 잡음 전력을 고려한 슬라이딩 윈도우 기반 에너지 검출 기법 (A Sliding Window-Based Energy Detection Method under Noise Uncertainty for Cognitive Radio Systems)

  • 김영민;손성환;김재명
    • 한국통신학회논문지
    • /
    • 제33권11A호
    • /
    • pp.1105-1116
    • /
    • 2008
  • Cognitive Radio(CR)는 실제로 사용하지 않는 주파수 대역을 스스로 찾아서 이용함으로써 스펙트럼 효율을 향상시킬 수 있는 기술이다. 현재 사용되지 않는 스펙트럼 대역과 우선사용자(primary user)에 의해 점유되는 대역들을 찾기 위한 스펙트럼 센싱(spectrum sensing)은 CR 시스템에서 중요한 기술의 하나라고 말할 수 있다. 지금가지 연구된 스펙트럼 센싱 방법 중 에너지 검출 방식은 계산의 복잡도가 낮고 비교적 쉽게 구현 할 수 있어서 일반적으로 널리 사용되는 방식이지만 몇 가지 문제점들을 가지고 있다. 특히 불확실한 잡음 전력이 존재하는 환경에서는 에너지 검출기의 성능이 감쇠되기 때문에 이를 해결하기 위해 슬라이딩 윈도우 기반 에너지 검출 기법을 제안하였다. 이 방식은 슬라이딩 윈도우를 이용하여 관심대역에서 신호와 잡음이 가진 에너지를 분리하고 잡음을 제외한 신호의 에너지를 계산해서 우선사용자 신호의 존재 여부를 판단한다. 컴퓨터 시뮬레이션 결과를 통해 제안하는 에너지 검출 기법이 기존의 에너지 검출 방식 보다 우수한 성능을 지닌 다는 것을 확인하였다.

On the Performance of Cooperative Spectrum Sensing of Cognitive Radio Networks in AWGN and Rayleigh Fading Environments

  • Saad, Wasan Kadhim;Ismail, Mahamod;Nordin, Rosdiadee;El-Saleh, Ayman A.
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제7권8호
    • /
    • pp.1754-1769
    • /
    • 2013
  • For the purpose of enhancing the spectrum efficiency, cognitive radio (CR) technology has been recently proposed as a promising dynamic spectrum allocation paradigm. In CR, spectrum sensing is the key capability of secondary users in a cognitive radio network that aims for reducing the probability of harmful interference with primary users. However, the individual CRs might not be able to carry out reliable detection of the presence of a primary radio due to the impact of channel fading or shadowing. This paper studies the cooperative spectrum sensing scheme as means of optimizing the sensing performance in AWGN and Rayleigh channels. Results generated from simulation provide evidence of the impact of channel condition on the complementary receiver operating characteristic (ROC). Based on the results, it was found that with constant local SNRs at the secondary users, the probability of missed detection ($P_m$) of cooperative spectrum sensing in a cognitive radio network, calculated using a closed form expression, can be significantly minimized. Thus, the paper illustrates that improvement of the detection performance of the CR network can be achieved by establishing a centralized cooperation among neighboring cognitive radio users. Finally, verification of the validity of the fusion schemes utilized for combining the individual CR decisions is provided.

Energy Efficient Sequential Sensing in Multi-User Cognitive Ad Hoc Networks: A Consideration of an ADC Device

  • Gan, Xiaoying;Xu, Miao;Li, He
    • Journal of Communications and Networks
    • /
    • 제14권2호
    • /
    • pp.188-194
    • /
    • 2012
  • Cognitive networks (CNs) are capable of enabling dynamic spectrum allocation, and thus constitute a promising technology for future wireless communication. Whereas, the implementation of CN will lead to the requirement of an increased energy-arrival rate, which is a significant parameter in energy harvesting design of a cognitive user (CU) device. A well-designed spectrum-sensing scheme will lower the energy-arrival rate that is required and enable CNs to self-sustain, which will also help alleviate global warming. In this paper, spectrum sensing in a multi-user cognitive ad hoc network with a wide-band spectrum is considered. Based on the prospective spectrum sensing, we classify CN operation into two modes: Distributed and centralized. In a distributed network, each CU conducts spectrum sensing for its own data transmission, while in a centralized network, there is only one cognitive cluster header which performs spectrum sensing and broadcasts its sensing results to other CUs. Thus, a wide-band spectrum that is divided into multiple sub-channels can be sensed simultaneously in a distributed manner or sequentially in a centralized manner. We consider the energy consumption for spectrum sensing only of an analog-to-digital convertor (ADC). By formulating energy consumption for spectrum sensing in terms of the sub-channel sampling rate and whole-band sensing time, the sampling rate and whole-band sensing time that are optimal for minimizing the total energy consumption within sensing reliability constraints are obtained. A power dissipation model of an ADC, which plays an important role in formulating the energy efficiency problem, is presented. Using AD9051 as an ADC example, our numerical results show that the optimal sensing parameters will achieve a reduction in the energy-arrival rate of up to 97.7% and 50% in a distributed and a centralized network, respectively, when comparing the optimal and worst-case energy consumption for given system settings.

A study on the perception of occupational therapy majors on Cognitive Impairment Screening Test (CIST)

  • Lee, Sun-myung;Chae, Joo-hyun;Sung, I-sul;Lee, Soo-jin;Moon, Soo-bin;Park, Da-hee;Park, So-hyun
    • 한국임상보건과학회지
    • /
    • 제9권2호
    • /
    • pp.1493-1501
    • /
    • 2021
  • Purpose: The purpose of this study is to classify the characteristics of each item of CIST evaluation and to find out the degree of recognition of the characteristics of the cognitive tool. Methods: This study was conducted for occupational therapy majors at M University located in Gyeongsangnam-do. The data collection from May to June 2021. Total of 25 copies of the data were finally analyzed, SPSS Statistics 26 was used for data analysis. Results: As a result of the study, the significance level was visual reasoning 1 test strip and the visual reasoning 1 tool. In the relationship between the correspondence 1 figure simulation sheet and the figure simulation tool for each item and statistically significant, and the correspondence 2 visual reasoning 2 sheet. Visual reasoning 2 sheet and visual reasoning tool also showed that was found to be statistically significant. The correlation for visual reasoning 1 sheet and the visual reasoning 1 tool, reasoning 2 tool and visual reasoning 1 sheet, and the visual reasoning 2 tool and the verbal reasoning sheet. Conclusion: In this study, in the CIST items that may be difficult, it is better to attach the actual tool rather than the verbal explanation of the test paper to increase the efficiency of the test and the understanding of subjects with mild cognitive impairment. It was implemented by applying the tool, and it was found that the use of the tool in the visual reasoning item showed a high correlation by item. Furthermore, based on this study, it will be possible to suggest a method to control the difficulty of each subject of the cognitive evaluation tool, and to prepare a standard for future research.

브레인스피닝 프로그램이 소아청소년의 인지기능, 신체조성, 건강관련체력에 미치는 영향 (Effects of Brain Spinning Program on Cognitive Function, Body Composition, and Health Related Fitness of Children and Adolescents)

  • 김준혁;송욱;송인수;김현준;임병걸;허정윤
    • 대한통합의학회지
    • /
    • 제12권1호
    • /
    • pp.83-96
    • /
    • 2024
  • Purpose : This study was conducted to determine the effects of a brain spinning program on cognitive function, body composition, health related fitness and physical self-efficacy of children and adolescents. Methods : This study, 34 children and adolescents were selected and divided into two groups : the exercise group (n=16), which received a brain spinning program and the control group (n=16), which did not receive any exercise program. The program was conducted for 30 minutes three times a week for 4 weeks, and the cognitive function, body composition, health related fitness and physical self-efficacy were measured both before and after the program. Results : The exercise group, which received a brain spinning program showed a significant increase in short-term memory (p<.05) and working memory (p<.01), and muscle mass increased significantly only in the exercise group (p<.05). In addition, left grip strength increased in the exercise group (p<.01), and the maximum oxygen intake decreased significantly only in the control group (p<.05), and Sit-forward bend increased significantly only in the exercise group (p<.01). Physical self-efficacy significantly increased only in the exercise group (p<.05). Conclusion : In summary, short-term memory, cognitive efficiency, working memory, muscle mass, left grip strength, maximum oxygen intake, and left forward bending in children and adolescents significantly increased after the 4-week brain spinning program. However, the control group that was not provided with the 4-week brain spinning program showed a significant increase in body weight and a significant decrease in maximum oxygen intake. In conclusion, the 4-week brain spinning program has positive effects on short-term memory, cognitive function, muscle mass, muscle strength, cardiorespiratory endurance, flexibility, and physical self-efficacy.

New Energy Efficient Clear Channel Assessment for Wireless Network

  • Shin, Soo-Young;Ramachandran, Iyappan;Roy, Sumit
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제5권8호
    • /
    • pp.1404-1422
    • /
    • 2011
  • In this paper, a new clear channel assessment (CCA) method: cascaded-CCA, is proposed. The primary motivation for the proposed approach is to integrate the respective advantages of two standard CCA mechanisms, energy detect and preamble detect, to arrive at a new dual threshold CCA family that can provide greater flexibility towards tuning MAC performance. Cascaded-CCA integrates energy efficiency of the energy detector (ED) and the reliability of the preamble detector (PD). The probability of detection/false alarm and power consumption of cascaded-CCA in the CCA modules of IEEE 802.11b are analyzed and compared with ED and PD as an example. The performance of cascaded-CCA is explored via MATLAB simulations that implement the CCA modules and medium access control (MAC) protocol for IEEE 802.11 and IEEE 802.15.4. Simulation results showed that cascaded-CCA improves the energy efficiency significantly compared to ED-only or PD-only CCA. In addition, ED, PD, and cascaded CCA are applied to a cognitive network scenario to validate the effectiveness of the proposed cascaded-CCA.