Neuro-Fuzzy Controller for Handover Operation in 5G Heterogeneous Networks

Modern communication systems should provide the end user with a conditionally infinite telecommunication resource. To ensure guaranteed quality, services are combined into groups. A group of similar services with the same service process requirements is called a slice. Using software-defined networks (SDN) allows to deploy a management system slices and telecommunications resources that are allocated for their maintenance. This is possible only using the latest telecommunication technologies, and seamless user connection management. The article proposes an original methodology for managing the servicing streams process in network service providers tunnels. The methodology uses the allowable service node load calculation, overload prediction and live migration algorithms to seamlessly change the service node for the flow.

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“…Then the migration process begins. A method for assessing the adequacy of resources is presented in [10].…”

Section: Methods Of Automatic Live Migrationmentioning

confidence: 99%

Conditionally Infinite Telecommunication Resource for Subscribers

Globa

Skulysh

Siemens

2020

Advances in Information and Communication Technology and Systems

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“…e controller has considered a rule base and mathematical templates. By conducting the computer simulation [14], the performance of the neurofuzzy transmission controller was tested.…”

Section: Handover Operationmentioning

confidence: 99%

“…(i) Proximity Services: proximity support services (ProSe) are useful for both public security and business services. e key goal of the work of the Rel-17 in this field [14] is to establish a standard public security and ProSe commercial architecture. For public protection, it is crucial to help ProSe exploration and coordination where the EU is not covered, e.g., in rural regions lacking network access in cases of disaster relief.…”

Section: Introductionmentioning

confidence: 99%

Technical Study on 5G Using Soft Computing Methods

Divakaran¹,

Malipatil²,

Zaid³

et al. 2022

Scientific Programming

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With increasing advancements in the field of telecommunication, the attainment of a higher data transfer rate is essentially a greater need to meet high-performance communication. The exploitation of the fuzzy system in the wireless telecommunication systems, especially in Fifth Generation Mobile Networks (or) 5G networks is a vital paradigm in telecommunication markets. A comprehensive survey is dealt in the paper, where it initially reviews the basic understanding of fuzzy systems over 5G telecommunication. The literature studies are collected from various repositories that include reference materials, Internet, and other books. The collection of articles is based on empirical or evidence-based from various peer-reviewed journals, conference proceedings, dissertations, and theses. Most of the existing soft computing models are streamlined to certain applications of 5G networking. Firstly, it is hence essential to provide the readers to find research gaps and new innovative models on wide varied applications of 5G. Secondly, it deals with the scenarios in which the fuzzy systems are developed under the 5G platform. Thirdly, it discusses the applicability of fuzzy logic systems on various 5G telecommunication applications. Finally, the paper derives the conclusions associated with various studies on the fuzzy systems that have been utilized for the improvement of 5G telecommunication systems.

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“…The research that used neural network-based techniques is illustrated in this section. Semenova et al [8] applied a neurofuzzy controller for improving the handover mechanism in 5G heterogeneous networks. This controller was developed with three linguistic variable inputs concerning the network's signal strength.…”

Section: F) Neural Network-based Approachesmentioning

confidence: 99%

“…They failed to concurrently convince the requirements of key agreement, mutual authentication, and several other factors [5]. Thus, soft computing techniques, such as chaos theory [6] [7] [8], neural network [9], genetic programming, and fuzzy controller [8], are extensively used in telecommunication systems [10] [8]. The soft computing methods applied in the 5G systems provide more capacity in traffic controlling and many other systems related to decision making [11].…”

Section: Introductionmentioning

confidence: 99%

Analytical Review and Study on Various Vertical Handover Management Technologies in 5G Heterogeneous Network

Kiran¹,

Rao²

2022

Infocommunications journal

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In recent mobile networks, due to the huge number of subscribers, the traffic may occur rapidly; therefore, it is complex to guarantee the accurate operation of the network. On the other hand, the Fifth generation (5G) network plays a vital role in the handover mechanism. Handover management is a prominent issue in 5G heterogeneous networks. Therefore, the Handover approach relocates the connection between the user equipment and the consequent terminal from one network to another. Furthermore, the handover approaches manage each active connection for the user equipment. This survey offers an extensive analysis of 50 research papers based on existing handover approaches in the 5G heterogeneous network. Finally, existing methods considering conventional vertical handover management strategies are elaborated to improve devising effective vertical handover management strategies. Moreover, the possible future research directions in attaining efficient vertical handover management in a 5G heterogeneous network are elaborated.

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Neuro-Fuzzy Controller for Handover Operation in 5G Heterogeneous Networks

Cited by 9 publications

References 12 publications

Conditionally Infinite Telecommunication Resource for Subscribers

Conditionally Infinite Telecommunication Resource for Subscribers

Technical Study on 5G Using Soft Computing Methods

Analytical Review and Study on Various Vertical Handover Management Technologies in 5G Heterogeneous Network

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