17 research outputs found
An OFDMA-Based Next-Generation Wireless Downlink System Design with Hybrid Multiple Access and Frequency Grouping Techniques
This paper discusses how to effectively design a nextgeneration
wireless communication system that can possibly provide
very high data-rate transmissions and versatile quality services.
In order to accommodate the sophisticated user requirements
and diversified user environments of the next-generation systems,
it should be designed to take an efficient and flexible structure
for multiple access and resource allocation. In addition, the design
should be optimized for cost-effective usage of resources and
for efficient operation in a multi-cell environment. As orthogonal
frequency division multiple access (OFDMA) has turned out in
recent researches to be one of the most promising multiple access
techniques that can possibly meet all those requirements through
efficient radio spectrum utilization, we take OFDMA as the basic
framework in the next-generation wireless communications system
design.
So, in this paper, we focus on introducing an OFDMA-based
downlink system design that employs the techniques of hybrid multiple
access (HMA) and frequency group (FG) in conjunction with
intra-frequency group averaging (IFGA). The HMA technique
combines various multiple access schemes on the basis of OFDMA
system, adopting the multiple access scheme that best fits to the
given user condition in terms of mobility, service, and environment.
The FG concept and IFGA technique help to reduce the feedback
overhead of OFDMA system and the other-cell interference (OCI)
problem by grouping the sub-carriers based on coherence bandwidths
and by harmonizing the channel condition and OCI of the
grouped sub-carriers.This work was supported in part by Samsung Advanced Institute of Technology
Resource Allocation for Real Time Services in LTE Networks: Resource Allocation Using Cooperative Game Theory and Virtual Token Mechanism
International audienceThe LTE specifications provide QoS for multimedia services with fast connectivity, high mobility and security. However, 3GPP specifications have not defined scheduling algorithms to exploit the LTE characteristics to support real time services. In this article we propose a two level scheduling scheme composed by cooperative game theory, a virtual token mechanism, and the well known algorithms EXP-RULE and Modified-Largest Weighted Delay Firs (M-LWDF) in downlink system. By using cooperative game theory such as bankruptcy game and Shapley value, the proposed mechanism works by forming coalitions between flow classes to distribute the bandwidth fairly among all of them. Both algorithms EXP-RULE and M-LWDF have been modified to use a virtual token mechanism to improve their performance, giving priority to real time flows. By taking the arrival rate of packets into account, the proposed mechanism partially included in previous schedulers has been adapted to this work to increase remarkably the performance of the resource allocation for real time flows. The performance evaluation is conducted in terms of system throughput, Packet loss ratio, total cell spectral efficiency, delay and fairness index
A Survey on the Security and the Evolution of Osmotic and Catalytic Computing for 5G Networks
The 5G networks have the capability to provide high compatibility for the new
applications, industries, and business models. These networks can tremendously
improve the quality of life by enabling various use cases that require high
data-rate, low latency, and continuous connectivity for applications pertaining
to eHealth, automatic vehicles, smart cities, smart grid, and the Internet of
Things (IoT). However, these applications need secure servicing as well as
resource policing for effective network formations. There have been a lot of
studies, which emphasized the security aspects of 5G networks while focusing
only on the adaptability features of these networks. However, there is a gap in
the literature which particularly needs to follow recent computing paradigms as
alternative mechanisms for the enhancement of security. To cover this, a
detailed description of the security for the 5G networks is presented in this
article along with the discussions on the evolution of osmotic and catalytic
computing-based security modules. The taxonomy on the basis of security
requirements is presented, which also includes the comparison of the existing
state-of-the-art solutions. This article also provides a security model,
"CATMOSIS", which idealizes the incorporation of security features on the basis
of catalytic and osmotic computing in the 5G networks. Finally, various
security challenges and open issues are discussed to emphasize the works to
follow in this direction of research.Comment: 34 pages, 7 tables, 7 figures, Published In 5G Enabled Secure
Wireless Networks, pp. 69-102. Springer, Cham, 201
Robust Planning and Operation of Multi-Cell Homogeneous and Heterogeneous Networks
International audienceIn this work, we propose a robust planning tool that allocates power statically in homogeneous and heterogeneous cellular networks with non-regular base station (BTS) placement, to mitigate interference and improve overall performance. Each BTS will use the total available spectrum, but it will divide it into multiple sub-bands, and each BTS will transmit with a specific pre-computed power on each sub-band. We refer to such a power allocation as a power map. Our offline planning tool computes a robust power map for a given topology, by solving a non-convex, non-linear optimization problem, through simple transformations, based on geometric programming. The power map is computed based solely on the network topology, and it is made available to all BTSs that use it throughout the network operation to perform scheduling using a fast quasi-optimal online algorithm that we propose. We evaluate our planning tool for different homogeneous and heterogeneous networks (HetNets), first in a static setting where scheduling is performed optimally and then in a dynamic setting when scheduling is performed with our online scheduler. Results show that our solution significantly outperforms a classical equal power/fixed frequency reuse scheme in terms of sum-rate, by up to 30% in homogeneous networks and by up to 70% in HetNets
Resource Allocation, User Association, and User Scheduling for OFDMA-based Cellular Networks
Current advances in wireless communication are driven by an increased demand for more data and bandwidth, mainly due to the development of new mobile platforms and applications. Ever since then the network operators are overwhelmed by the rapid increase in mobile data traffic, which is primarily fueled by the viewing of data-intensive content. In addition, according to the statistics, the ratio of downlink and uplink data traffic demands have changed drastically over the past decade and they are increasingly asymmetric even over small time periods. In recent years, different solutions, based on topological and architectural innovations of the conventional cellular networks, have been proposed to address the issues related to the increasing data requirements and uplink/downlink traffic asymmetries. The most trivial solution is to scale the network capacity through network densification, i.e., by bringing the network nodes closer to each other through efficient spectrum sharing techniques. The resulting dense networks, also known as heterogeneous networks, can address the growing need for capacity, coverage, and uplink/downlink traffic flexibility in wireless networks by deploying numerous low power base stations overlaying the existing macro cellular coverage. However, there is a need to analyze the interplay of different network processes in this context, since, it has not been studied in detail due to complex user dynamics and interference patterns, which are known to present difficulties in their design and performance evaluation under conventional heterogeneous networks. It is expected that by centralizing some of the network processes common to different network nodes in a heterogeneous network, such as coordination between multiple nodes, it will be easier to achieve significant performance gains. In this thesis, we aim at centralizing the control of the underlying network processes through Centralized Radio Access Networks (C-RAN), to deal with the high data requirements along with the asymmetric traffic demands. We analyze both largeâscale centralized solutions and the lightâweight distributed variants to obtain practical insights on how to design and operate future heterogeneous networks
Cross-Layer Capacity Optimization In OFDMA Systems: WiMAX And LTE
Given the broad range of applications supported, high data rate required and low latency promised; dynamic radio resource management is becoming vital for newly emerging air interface technologies such as wireless interoperability for microwave access (Wimax) and long term evolution (lte) adopted by international standards. This thesis considers orthogonal frequency division multiple access (ofdma) system, which has been implemented in both Wimax and lte technologies as their air interface multiple access mechanism. A framework for optimized resource allocation with quality of service (qos) support that aims to balance between service provider\u27s revenue and subscriber\u27s satisfaction is proposed. A cross-layer optimization design for subchannel, for Wimax, and physical resource block (prb), for lte, and power allocations with the objective of maximizing the capacity (in bits/symbol/hz) subject to fairness parameters and qos requirements as constraints is presented. An adaptive modulation and coding (amc)-based cross-layer scheme has also been proposed in this thesis by adopting an amc scheme together with the cross-layer scheme to realize a more practical and viable resource allocation. The optimization does not only consider users channel conditions but also queue status of each user as well as different qos requirements. In the proposed framework, the problem of power allocation is solved analytically while the subchannel/prb allocation is solved using integer programming exhaustive search. The simulation and numerical results obtained in this thesis have shown improved system performance as compared to other optimization schemes known in literature
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Cross-layer design for OFDMA wireless networks with finite queue length based on game theory
This thesis was submitted for the award of Doctor of Philosophy and was awarded by Brunel University London.In next generation wireless networks such as 4G- LTE and WiMax, the demand for high data rates, the scarcity of wireless resources and the time varying channel conditions has led to the adoption of more sophisticated and robust techniques in PHY such as orthogonal frequency division multiplexing (OFDM) and the corresponding access technique known as orthogonal frequency division multiplexing access (OFDMA). Cross-layer schedulers have been developed in order to describe the procedure of resource allocation in OFDMA wireless networks. The resource allocation in OFDMA wireless networks has received great attention in research, by proposing many different ways for frequency diversity exploitation and systemâs optimization. Many cross-layer proposals for dynamic resource allocation have been investigated in literature approaching the optimization problem from different viewpoints i.e. maximizing total data rate, minimizing total transmit power, satisfying minimum usersâ requirements or providing fairness amongst users. The design of a cross-layer scheduler for OFDMA wireless networks is the topic of this research. The scheduler utilizes game theory in order to make decisions for subcarrier and power allocation to the users with the main concern being to maintain fairness as well as to maximize overall systemâs performance. A very well known theorem in cooperative game theory, the Nash Bargaining Solution (NBS), is employed and solved in a close form way, resulting in a Pareto optimal solution. Two different cases are proposed. The first one is the symmetric NBS (S-NBS) where all users have the same weight and therefore all users have the same opportunity for resources and the second one, is the asymmetric NBS (A-NBS), where users have different weights, hence different priorities where the scheduler favours users with higher priorities at expense of lower priority users. As MAC layer is vital for cross-layer, the scheduler is combined with a queuing model based on Markov chain in order to describe more realistically the incoming procedure from the higher layers
Auto configuration dans LTE : procĂ©dĂ©s de mesure de lâoccupation du canal radio pour une utilisation optimisĂ©e du spectre
Projecte final de carrera realitzat en col.laboraciĂł amb el centre INP Grenoble - ENSIMAG. Ăcole Nationale SupĂ©rieure dâInformatique et de MathĂ©matiques AppliquĂ©es de Grenoble i Alcatel-Lucent Bell LabsLong Term Evolution (LTE) est la quatriĂšme gĂ©nĂ©ration de technologies radio qui est
conçue afin de fournir des débits de données élevés aux mobiles, offrir une faible
latence et permettre une flexibilité accrue dans l'attribution du spectre de fréquence.
Les techniques de réutilisation du spectre permettent ainsi de faire face à la demande
croissante en bande passante des utilisateurs. Nous nous concentrons sur le cas oĂč toutes
les cellules partagent la mĂȘme bande de frĂ©quence (frequency reuse-1). Ces cellules
ainsi dĂ©ployĂ©es peuvent gĂ©nĂ©rer des niveaux dâinterfĂ©rence intra-canal importants, ce
qui affecte considérablement les performances du réseau.
Le but de ce stage est de développer des méthodes de sensing du spectre permettant de
caractĂ©riser les cellules qui partagent les mĂȘmes ressources radio. En utilisant des
informations telles que nombre de cellules en compétition notamment, les mécanismes
dâallocation des ressources radio peuvent ĂȘtre optimisĂ©s, amĂ©liorent ainsi la
performance du réseau.
Les mĂ©thodes ainsi Ă©tudiĂ©es exploitent les propriĂ©tĂ©s dâorthogonalitĂ© des canaux de
contrÎle tels que signaux de synchronisation diffusés par chaque station de base.
Une premiÚre étape du stage a ainsi consisté à mettre en place des méthodes de
synchronisation fiables en âfrequency reuse-1â et dâen Ă©tudier les performances.
Au cours de la deuxiĂšme partie du stage, une mĂ©thode dâidentification du nombre de
cellules en compĂ©tition sur un mĂȘme canal est proposĂ©e. Cette mĂ©thode repose sur
lâutilisation des canaux de synchronisation.
Le stage a lieu sur le site de Villarceaux dâ Alcatel-Lucent Bell Labs et sâest intĂ©grĂ© aux
projets de recherche sur l'auto-configuration des cellules dans un réseau LTE. Ce
rapport prĂ©sente les travaux rĂ©alisĂ©s pendant le stage. Celui-ci sâest concentrĂ© sur la
procédure réalisée par les mobiles afin de se synchroniser au réseau. Dans cette optique,nous avons proposé une méthode pour trouver le nombre des cellules en compétition, afin de caractériser l'occupation du spectre