• International Journal of Control, Automation, and Systems
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• 제3권2호
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• pp.183-194
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• 2005

In this study, we introduce an advanced architecture of genetically optimized Hybrid Fuzzy Neural Networks (gHFNN) and develop a comprehensive design methodology supporting their construction. A series of numeric experiments is included to illustrate the performance of the networks. The construction of gHFNN exploits fundamental technologies of Computational Intelligence (CI), namely fuzzy sets, neural networks, and genetic algorithms (GAs). The architecture of the gHFNNs results from a synergistic usage of the genetic optimization-driven hybrid system generated by combining Fuzzy Neural Networks (FNN) with Polynomial Neural Networks (PNN). In this tandem, a FNN supports the formation of the premise part of the rule-based structure of the gHFNN. The consequence part of the gHFNN is designed using PNNs. We distinguish between two types of the linear fuzzy inference rule-based FNN structures showing how this taxonomy depends upon the type of a fuzzy partition of input variables. As to the consequence part of the gHFNN, the development of the PNN dwells on two general optimization mechanisms: the structural optimization is realized via GAs whereas in case of the parametric optimization we proceed with a standard least square method-based learning. To evaluate the performance of the gHFNN, the models are experimented with a representative numerical example. A comparative analysis demonstrates that the proposed gHFNN come with higher accuracy as well as superb predictive capabilities when comparing with other neurofuzzy models.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제15권3호
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• pp.192-199
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• 2015

Heterogeneous cellular networks are gaining momentum in industry and the research community, and are attracting the attention of standard bodies such as 3GPP LTE and IEEE 802.16j, whose objectives are to increase the capacity and coverage of cellular networks. In this article, we provide an overview of expansion strategies, optimal locations of base stations with different characteristics, and radio-planning models.

• 한국콘텐츠학회논문지
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• 제11권1호
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• pp.34-41
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• 2011

현재 무선 인터넷 접속 서비스는 3G 이동 통신 네트워크, mobile WiMAX, WiFi 등을 통해 언제 어디서든 이루어지고 있다. 다양한 무선 네트워크가 혼재해 있는 환경에서 사용자는 상황에 따라 네트워크를 선택할 수 있어야 하며 또한 동종 또는 이기종 네트워크간 이동성 지원도 필요로 하고 있다. 이러한 이유로, 서비스 지역이 가장 넓은 3G 네트워크를 주축으로 3G-mobile WiMAX(IEEE 802.16e)와 3G-WiFi(IEEE 802.11)에 대한 연동 방안들이 많이 연구되어 왔다. 그러나 최근 넷북, 전자책, 스마트폰 등의 등장과 함께 무선 인터넷 사용이 늘면서 mobile WiMAX와 WiFi 서비스 지역이 급속히 증가하고 있으며 특히 인터넷 전화 서비스와 같은 실시간 애플리케이션 사용이 가능해 짐에 따라 전통적인 음성 서비스를 하는 3G 이동 통신 네트워크의 비중은 점차 줄고 무선 인터넷 접속네트워크인 mobile WiMAX나 WiFi는 그 비중이 점차 커지고 있다. 따라서 본 논문에서는 mobile WiMAX와 WiFi간 이동성 지원과 핸드오버 지연을 최소화 하는 PMIPv6(Proxy Mobile IPv6) 기반의 핸드오버 방안을 제안한다. 제안한 방안에서 이동 노드(MN)는 WiFi와 mobile WiMAX 두 개의 인터페이스를 갖는 이중 스택 구조이며 WiFi가 이동성 지원을 하지 않으므로 기존 동종 네트워크간 핸드오버시 게이트웨이간 핸드오버 시그널링을 처리하는 기능을 이동 노드에 두도록 제안하고 있다. 동종 네트워크간 핸드오버와 비교해 제안된 핸드오버 방안은 해석적 평가를 통해 핸드오버 지연 및 전송 지연과 시그널링 오버헤드가 감소함을 보여준다.

• International Journal of Advanced Culture Technology
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• 제10권3호
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• pp.307-312
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• 2022

The commercialization of the fifth generation (5G) mobile systems has quested enabling technologies, such as intelligent reflecting surface (IRS) transmissions, towards the sixth generation (6G) networks. In this paper, we present a bit-error rate (BER) performance analysis on IRS transmissions in 5G non-orthogonal multiple access (NOMA) networks. First, we derive a closed-form expression for the BER of IRS-NOMA transmissions under Rician fading channels. Then, by Monte Carlo simulations, we validate the proposed approximate BER expression, and show numerically that the derived BER expression is in good agreement with Monte Carlo simulations. Furthermore, we also analyze the BER performance of IRS-NOMA networks under Rician fading channels with different numbers of reflecting elements, and demonstrate that the performances improve monotonically as the number of reflecting devices increases.

• International journal of advanced smart convergence
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• 제12권3호
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• pp.19-24
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• 2023

Recently, fifth generation (5G) networks are being deployed in phases all over the world, the paradigm has shifted to developing the next generation wireless technologies, which have grown exponentially in last few decades, wireless networks are promising for the demand to enormous connections. Non-orthogonal multiple access (NOMA) and intelligent reflecting surface (IRS) are considered as the key technoloies for next-generation beyond 5G (B5G) and sixth generation (6G) networks, in which IRS can play an important advance in the wireless propagation environment, and NOMA can effectively increase massive connectivity to improve user fairness. In this paper, we analyze a performance on the strongest channel user in terms of achievable data rates numerically. Then, with the achievable data rates, the signal-to-noise ratio (SNR) gain is calculated for the IRS-NOMA network over the conventional NOMA network. As a consequence, IRS-NOMA schemes have been considered as some key technologies.

• Journal of Communications and Networks
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• 제4권4호
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• pp.292-301
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• 2002

Wireless LAN technology is complementary to 3G systems and could be used to provide high bandwidth hotspot coverage, for example in railway stations and offices, in order to provide the high bandwidth video and broadband services such as those emerging on DSL fixed access. The IST Projects BRAIN and MIND have investigated a number of key technical enablers for such a system beyond 3G. These include scenarios and business models, design of an all-IP access network, consideration of ad hoc network extensions, enhancing Wireless LAN efficiency and compatibility with IP and, finally, terminal middleware and signalling for rapid adaptations to network QoS changes.

• Journal of Communications and Networks
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• 제2권1호
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• pp.46-57
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• 2000

Ongoing standardization effort on 3G cellular system in 3GPP (UNTS) is based on GPRS core network and promises a global standard for systems capable of offering ubiquitous access to internet for mobile users. Considered radio access systems(FDD CDMA, TDD CDMA, and EDGE) are optimized for robust mobile use. However, there are alternative relatively high-rate radio interfaces being standardized for WLAN (IEEE802.11 and HIPER-LAN/2) which are capable of delivering significantly higher data rates to static or semi-static terminals with much less overhead. Also WPANs(BLUETOOTH, IEEE802.15), which will be present in virtually every mobile handset in the near future, are offering low cast and considerable access data rate and thus are very attractive for interworking scenarios. The prospect of using these interfaces as alternative RANs inthe modular UMTS architecture is very promising. Additionally, the recent inclusion of M-IP in the UMTS R99 standard opens the way for IP-level interfacing to the core network. This article offers an overview into WLAN-Cellular interworking. A brief overview of GPRS, UMTS cellular architectures and relevant WLAN standards is given. Possible interworking architectures are presented.

• 한국정보과학회논문지:시스템및이론
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• 제32권8호
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• pp.426-431
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• 2005

그래프 G의 다대다 k-서로소인 경로 커버(k-DPC)는 k개의 서로 다른 소스 정점과 싱크 정점 쌍을 연결하며 그래프에 있는 모든 정점을 지나는 k개의 서로소인 경로 집합을 말한다. 이 논문에서는 이중 루프 네트워크 G(mn;1,m)에서 다대다 2-DPC를 고찰하여, 이분 그래프가 아닌 모든 G(mn;l,m), $m{\geq}3$은 임의의 두 소스-싱크 쌍을 연결하는 다대다 2-DPC가 존재하고 이분 그래프인 G(mn;1,m)은 두 흰색-검정 소스-싱크 쌍이거나 혹은 검정-검정, 흰색-흰색 쌍을 연결하는 2-DPC가 존재함을 보인다. G(mn;1,m)은 m이 홀수이고 n이 짝수일 경우에만 이분 그래프이다.

• 한국통신학회논문지
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• 제30권5B호
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• pp.264-273
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• 2005

최근 들어 무선 네트워크 연동이 중요한 이슈로 부각되고 있으며, 대표적으로 3G 네트워크와 곧 도입될 예정인 WiBro 네트워크와의 연동에 관심이 집중되고 있다. 3G-WiBro 연동망이 구성될 경우 사용자는 서비스 지역에 따라 최적의 서비스를 제공받을 수 있으며, 사업자는 망 구축 및 운용비용을 절감할 수 있기 때문이다. 이를 위해 본 논문에서는 3G-WiBro 연동망에서 고속 핸드오프 지원을 위한 효율적인 연동 구조 및 세부적인 연동 방안을 제안한다. 본 논문에서 제안한 Smoothly Coupled Integration 방안은 Loosely Coupled Integration 방안과 Tightly Coupled Integration 방안의 장점을 수용할 수 있으며, 아울러 3G 네트워크와 WiBro 네트워크가 개별적으로 동작하면서도 고속 핸드오프 지원을 통한 Seamless 서비스와 이동성을 제공할 수 있는 구조를 갖고 있다. 제안한 방안의 성능을 검증하기 위해 OPNET을 이용한 컴퓨터 시뮬레이션을 수행하였으며, 이를 통해 제안한 방안의 우수성이 검증되었다.

• 전자통신동향분석
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• 제38권2호
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• pp.1-11
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• 2023

The recent explosion in the number of low earth orbit (LEO) satellites launched to space allows to easily anticipate that the number of satellites in orbit will sustain a dramatic increase. As satellite components are integrated and unified with terrestrial cellular networks, they will play a key role in providing coverage and resilience for future cellular networks. We provide a brief overview of typical scenarios and network architectures for cellular-based LEO satellite communication systems. In addition, we outline 3GPP standardization trends in non-terrestrial networks and satellite access based on 5G/5G Advanced systems and analyze future evolution prospects of cellular-based satellite communication systems.