• 제목/요약/키워드: dynamic spectrum management

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이동셀룰러망에서 무선 인지 기반 비협력 동적 주파수 자원 할당 기법 (Uncoordinated Dynamic Frequency Allocation Schemes based on Cognitive Radio in Mobile Cellular Networks)

  • 유현;정준우;이종관;임재성
    • 한국군사과학기술학회지
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    • 제14권5호
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    • pp.833-841
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    • 2011
  • In this paper, we propose uncoordinated dynamic frequency(channel) allocation schemes based on cognitive radio in mobile cellular networks(MCNs). Under the assumptions that mobile base stations are equipped with cognitive radio(CR) function and they construct uncoordinated network, the proposed scheme enables the MCNs by suppression of successive channel switching and management of channel allocation in a dynamic and distributed manner. The proposed scheme is composed of two phase processes. In the first phase, highly orthogonal sequences are generated and assigned to mobile base stations. In the second phase, each mobile base station is allocated a channel according to the pre-assigned orthogonal sequences. Simulation results show that the number of successive spectrum switching is reduced significantly compared with the random switching scheme.

Review on Performance Requirements, Design and Implementation of RF Transceiver for Mobile Communications

  • 이일규;류성렬;오승엽;홍헌진
    • 정보와 통신
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    • 제24권3호
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    • pp.76-86
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    • 2007
  • This paper describes the RF performance issues of UE RF Transceiver for W-CDMA system based on 3GPP specifications. the parameters of transmitter and receiver are derived from the viewpoint of RF performance. In order for UE to achieve high performance, the transceiver performance requirements such as ACIR, EVM, Peak Code Domain Error, spectrum emission mask, frequency error stability and TX power control dynamic range for transmitter and reference sensitivity level, blocking characteristics, noise figure, ACS, linearity, AGC dynamic range for receiver are considered. On the basis of the required parameters, the UE RF transceiver is designed and then implemented. The evaluation of RF performance is accomplished through practical test scenarios.

주파수 홉핑 기반 인지무선 애드 혹 네트워크에서 동적 스펙트럼 센싱 및 채널 엑세스 방안 (Dynamic Spectrum Sensing and Channel Access Mechanism in Frequency Hopping Based Cognitive Radio Ad-hoc Networks)

  • 원종민;유상조;서명환;조형원
    • 한국통신학회논문지
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    • 제40권11호
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    • pp.2305-2315
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    • 2015
  • 무선통신의 발전에 따라 주파수 자원 가치는 더욱 커지고 있다. 또한 정보화 사회 발전에 따라 주파수 자원의 수요가 공급에 비하여 매우 크기 때문에 주파수 부족 현상이 심각한 실정이다. 따라서 사용하지 않는 주파수 자원을 효율적으로 이용하기 위한 기술로서 최근 Cognitive Radio (CR) 기술이 각광 받고 있다. 본 논문에서는 주파수 홉핑 기반 인지무선 애드 혹 네트워크에서 새로운 out-of-band 주파수 센싱 기법과 동적 채널 엑세스 방법에 대해 제안한다. 제안된 방법에서 CR 멤버노드들은 현재 홉핑 시간의 초반부에 다음 홉핑 채널에 대한 센싱을 수행하고, 제안된 주사용자 감지 신호 방송 기법에 따라 각 노드는 현재 채널에 대한 홉핑 시간 연장여부를 결정한다. 주사용자가 발견되어 잠정적으로 사용하지 않았던 채널이 다시 사용가능한 상태가 되면 해당 채널을 원래의 홉핑 패턴에 포함시키는 채널 복구절차를 수행한다. 본 논문에서는 제안된 동적 주파수 센싱과 홉핑 채널 연장 메커니즘에 대해 다양한 무선 환경에서의 성능평가를 수행하였다. 제안된 방식은 기존 방식에 비하여 채널 효율을 높이고 신뢰할 수 있는 채널 관리를 수행할 수 있음을 확인하였다.

Clustering Strategy Based on Graph Method and Power Control for Frequency Resource Management in Femtocell and Macrocell Overlaid System

  • Li, Hongjia;Xu, Xiaodong;Hu, Dan;Tao, Xiaofeng;Zhang, Ping;Ci, Song;Tang, Hui
    • Journal of Communications and Networks
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    • 제13권6호
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    • pp.664-677
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    • 2011
  • In order to control interference and improve spectrum efficiency in the femtocell and macrocell overlaid system (FMOS), we propose a joint frequency bandwidth dynamic division, clustering and power control algorithm (JFCPA) for orthogonal-frequency-division-multiple access-based downlink FMOS. The overall system bandwidth is divided into three bands, and the macro-cellular coverage is divided into two areas according to the intensity of the interference from the macro base station to the femtocells, which are dynamically determined by using the JFCPA. A cluster is taken as the unit for frequency reuse among femtocells. We map the problem of clustering to the MAX k-CUT problem with the aim of eliminating the inter-femtocell collision interference, which is solved by a graph-based heuristic algorithm. Frequency bandwidth sharing or splitting between the femtocell tier and the macrocell tier is determined by a step-migration-algorithm-based power control. Simulations conducted to demonstrate the effectiveness of our proposed algorithm showed the frequency-reuse probability of the FMOS reuse band above 97.6% and at least 70% of the frequency bandwidth available for the macrocell tier, which means that the co-tier and the cross-tier interference were effectively controlled. Thus, high spectrum efficiency was achieved. The simulation results also clarified that the planning of frequency resource allocation in FMOS should take into account both the spatial density of femtocells and the interference suffered by them. Statistical results from our simulations also provide guidelines for actual FMOS planning.

Interference and noise analysis for hybrid FSO/RF-based 6G mobile backhaul

  • Soyinka Nath;Shree Prakash Singh;Sujata Sengar
    • ETRI Journal
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    • 제44권6호
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    • pp.966-976
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    • 2022
  • Optical wireless communication, or free space optics, is a promising solution for backhauls in sixth-generation mobile systems. However, the susceptibility of optical links to weather conditions has led to FSO links being furnished with radio frequency (RF) backups. These Hybrid FSO/RF systems provide enhanced link availability but lead to RF resource wastage. Cognitive radio technology, in contrast, is well known for its optimal use of RF resources and may be combined with an FSO link to create a Cognitive Hybrid FSO/RF system. This work uses such a system to analyze a configuration for a mobile backhaul in sixth-generation mobile systems. This configuration can seamlessly coexist with established large scale RF cellular networks. The performance of this configuration is analyzed with respect to outage probability and average bit error by considering the impact of optical channel turbulence, misalignment loss, RF interference, and noise. Mathematical closed-form expressions are verified by simulations.

유전자 알고리즘을 이용한 다중계층 채널할당 셀룰러 네트워크 설계 (Hierarchical Cellular Network Design with Channel Allocation Using Genetic Algorithm)

  • 이상헌;박현수
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2005년도 추계학술대회 및 정기총회
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    • pp.321-333
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    • 2005
  • With the limited frequency spectrum and an increasing demand for cellular communication services, the problem of channel assignment becomes increasingly important. However, finding a conflict free channel assignment with the minimum channel span is NP hard. As demand for services has expanded in the cellular segment, sever innovations have been made in order to increase the utilization of bandwidth. The innovations are cellular concept, dynamic channel assignment and hierarchical network design. Hierarchical network design holds the public eye because of increasing demand and quality of service to mobile users. We consider the frequency assignment problem and the base station placement simultaneously. Our model takes the candidate locations emanating from this process and the cost of assigning a frequency, operating and maintaining equipment as an input. In addition, we know the avenue and demand as an assumption. We propose the network about the profit maximization. This study can apply to GSM(Global System for Mobile Communication) which has 70% portion in the world. Hierarchical network design using GA(Genetic Algorithm) is the first three-tier (Macro, Micro, Pico) model, We increase the reality through applying to EMC (Electromagnetic Compatibility Constraints). Computational experiments on 72 problem instances which have 15${\sim}$40 candidate locations demonstrate the computational viability of our procedure. The result of experiments increases the reality and covers more than 90% of the demand.

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센서노드용 RF송수신기의 구현 (Implementation of a RF Transceiver for Sensor Nodes)

  • 강상기;최흥택
    • 한국정보통신학회논문지
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    • 제13권6호
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    • pp.1051-1057
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    • 2009
  • 교량감시, 문화재감시, 하천감시, 노약자보호, 도시관제 및 환경감시 등 많은 분야에서 USN(Ubiquitous Sensor Network)을 이용한 서비스가 시작되고 있고, USN을 구현하기 위해서는 RF 송수신기가 반드시 필요하다. 본 논문은 2.4GHz 대역에서 동작하는 센서노드용 RF 송수신기의 설계 및 제작에 대해서 기술한다. RF 송수신기의 설계과정으로 AGC의 범위 설정과 송수신기의 설계 과정이 기술되어 있다. 또한 설계된 RF 송수신기를 제작하여 성능을 시험하였으며, 수신감도, 동작범위, 주파수 안정도, 위상잡음, 송신전력, 송신대역평탄도와 스펙트럼 마스크의 측정 결과가 기술되어 있다.

일본 방위전략의 공세적 변화가 한국 해군에 주는 전략적 함의 - 일본 '수륙기동단(水陸機動團)' 창설에 대한 분석을 중심으로 - (An Offensive Change of Japan's Defense Strategy and Strategic Implication to the South Korea Navy: Focusing on the Japan's Amphibious Rapid Deployment Brigade Creation)

  • 정광호
    • Strategy21
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    • 통권42호
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    • pp.83-113
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    • 2017
  • After defeat in World War II, Japan's Peace Constitution committed the country to forego the acquisition of offensive military capabilities. However, in the midst of the post-cold war period, Japan began to change its security posture in line with the so-called 'normal state theory', which called for a more robust defense posture and expanded security activities. The second Abe administration promoted these security policies by issuing a National Security Strategy as well as a new National Defense Program Outline(NDPO) in 2013 and by establishing new security institutions such as the National Security Council. The Abe administration also adopted the new concept of a 'Unified Mobile Defense Force' in the 2013 which replaced the 'Dynamic Defense Force' as a new criteria for the Self-Defense Force's acquisition of military capabilities. In this new concept of military capabilities, the Ground Self-Defense Force is planning to replace existing divisions with mobile divisions and to form 'Amphibious Rapid Deployment Bridge' for the first time in 2018, which has long been taboo in Japan. Japan has experience a Marine Corps in the past. Likewise, an offensive changes in the military strategy can change the spectrum of strategy and 'Amphibious Rapid Deployment Bridge' plays a big role in this. Furthermore, Japan is increasing the Coast Guard's budget and capabilities in preparation for contingencies around the Senkaku islands (called the Diaoyu in Chinese). The South Korea navy should utilize Japan's changing security posture to deter immediate threat such as North Korea's military provocations and potential enemy threat such as China, Japan, Russia.

A Novel Compressed Sensing Technique for Traffic Matrix Estimation of Software Defined Cloud Networks

  • Qazi, Sameer;Atif, Syed Muhammad;Kadri, Muhammad Bilal
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권10호
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    • pp.4678-4702
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    • 2018
  • Traffic Matrix estimation has always caught attention from researchers for better network management and future planning. With the advent of high traffic loads due to Cloud Computing platforms and Software Defined Networking based tunable routing and traffic management algorithms on the Internet, it is more necessary as ever to be able to predict current and future traffic volumes on the network. For large networks such origin-destination traffic prediction problem takes the form of a large under- constrained and under-determined system of equations with a dynamic measurement matrix. Previously, the researchers had relied on the assumption that the measurement (routing) matrix is stationary due to which the schemes are not suitable for modern software defined networks. In this work, we present our Compressed Sensing with Dynamic Model Estimation (CS-DME) architecture suitable for modern software defined networks. Our main contributions are: (1) we formulate an approach in which measurement matrix in the compressed sensing scheme can be accurately and dynamically estimated through a reformulation of the problem based on traffic demands. (2) We show that the problem formulation using a dynamic measurement matrix based on instantaneous traffic demands may be used instead of a stationary binary routing matrix which is more suitable to modern Software Defined Networks that are constantly evolving in terms of routing by inspection of its Eigen Spectrum using two real world datasets. (3) We also show that linking this compressed measurement matrix dynamically with the measured parameters can lead to acceptable estimation of Origin Destination (OD) Traffic flows with marginally poor results with other state-of-art schemes relying on fixed measurement matrices. (4) Furthermore, using this compressed reformulated problem, a new strategy for selection of vantage points for most efficient traffic matrix estimation is also presented through a secondary compression technique based on subset of link measurements. Experimental evaluation of proposed technique using real world datasets Abilene and GEANT shows that the technique is practical to be used in modern software defined networks. Further, the performance of the scheme is compared with recent state of the art techniques proposed in research literature.

토픽 모델링을 활용한 한국의 창업생태계 트렌드 변화 분석 (Analysis on Dynamics of Korea Startup Ecosystems Based on Topic Modeling)

  • 손희영;이명종;변영조
    • 지식경영연구
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    • 제23권4호
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    • pp.315-338
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    • 2022
  • 1986년, 한국은 국가발전의 주축인 중소기업 창업지원을 위한 법 제도를 마련하였다. 이를 기반으로 지난 30여년간 창업정책의 수립 및 발전을 거듭하여 매년 100만 개가 넘는 신규 창업기업이 설립되는 역동적인 창업생태계를 구축하였다. 국가의 정책 방향과 사회, 경제, 문화 등의 외부환경 영향, 그리고 창업지원의 역사를 주요 이슈별로 분석하여 도출된 핵심문장 또는 키워드는 시대별 지원의 특징과 국가지원의 중심내용 등을 확인하는 데 매우 유용하다. 본 연구는 한국의 창업생태계 트렌드 변화를 분석하기 위해 1991년부터 2020년 12월까지 30년간의 언론기사에서 '창업', '벤처', '스타트업' 키워드가 포함된 118만여 건을 추출하고 네트워크 분석과 토픽 모델링을 활용하였다. 분석결과, 한국의 창업생태계 트렌드는 기업 및 산업육성, 확산 그리고 규제 완화, 활황 등, 정부 중심으로 스타트업 생태계의 변화와 발전이 이루어졌음을 파악할 수 있었으며, 다빈도 키워드 분석결과, 생태계 구성요인 간의 연계 활동을 통하여 기업가적인 생산성이 창출되었다. 생산성 창출의 주요 요인으로 한국은 대기업의 휴대폰 산업 발전과 이와 관련된 콘텐츠 스타트업의 성장, 인터넷과 쇼핑몰 중심의 플랫폼 기업의 발전, 그리고 청년창업과 글로벌 진출, 모바일과 인터넷 인프라 중심의 창업기업육성 노력 등으로 파악할 수 있었다. 본 연구는 30년간의 언론기사를 텍스트마이닝과 토픽 모델링을 활용하여 트렌드를 도출하였다. 이는 선행연구가 기존 정부와 정책의 변경 시기를 기준으로 트렌드 변화를 분석한 것과 달리, 언론기사의 키워드와 토픽 변화를 기준으로 창업생태계의 트렌드 변화를 분석하였다는 점에서 학술적 의의뿐만 아니라, 30년 간의 창업생태계 변화 및 주요이슈를 조명해 봄으로써 향후 창업지원의 방향성을 예측할 수 있는 실무적 시사점을 제공하였다.