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Adaptive Resource Allocation for Interference Management in Small Cell Networks

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TLDR
A practical but suboptimal channel assignment and interference management algorithm for fractional frequency reuse (FFR) wireless networks and an adaptive graph coloring approach for resource allocation with the goal of interference management among femtocells as well as achieving fairness among users is proposed.
Abstract
We consider a femto cellular network consisting of multiple neighboring femtocells, eg, in an enterprise deployment such as shopping malls, stadiums, or corporate premises We present a practical but suboptimal channel assignment and interference management algorithm for fractional frequency reuse (FFR) wireless networks More specifically, we propose an adaptive graph coloring approach for resource allocation with the goal of interference management among femtocells as well as achieving fairness among users While the global-optimum solution has exponential complexity, our proposed scheme has a linear complexity in the number of femtocells Although suboptimal, we have evaluated our algorithm in small scenarios, where direct evaluation is possible, and found that the achieved minimum user rate using the proposed algorithm is 85% of the optimal minimum rate Additionally, we have analyzed several practical design considerations of our proposal such as channel feedback, latency, and computational complexity We demonstrate the performance of our proposed solution against various alternatives and show that it provides better performance under various environment parameters For example, in a dense femtocell deployment, the performance was improved by 47% over a full frequency reuse scheme

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Citations
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Journal ArticleDOI

Computation Offloading and Resource Allocation in Wireless Cellular Networks With Mobile Edge Computing

TL;DR: This work forms the computation offloading decision, resource allocation and content caching strategy as an optimization problem, considering the total revenue of the network, and develops an alternating direction method of multipliers-based algorithm to solve the optimization problem.
Journal ArticleDOI

Fast and Efficient Radio Resource Allocation in Dynamic Ultra-Dense Heterogeneous Networks

TL;DR: A new resource allocation scheme presenting a low computational overhead and a low subband handoff rate in a dynamic ultra-dense heterogeneous network is presented.
Journal ArticleDOI

Joint Interference Management in Ultra-Dense Small-Cell Networks: A Multi-Domain Coordination Perspective

TL;DR: The proposed distributed joint interference management (JIM) algorithm allows each small-cell base station to self-organize and interact into a stable overlapping coalition structure and reduce interference gradually from multi-domain, thus achieving an optimal tradeoff between costs and benefits.
Proceedings ArticleDOI

Joint computation offloading, resource allocation and content caching in cellular networks with mobile edge computing

TL;DR: An alternating direction method of multipliers (ADMM) based algorithm is developed to solve the optimization problem in wireless cellular networks with mobile edge computing, taking into consideration computation offloading decision, physical spectrum resource allocation, MEC computation resources allocation, and content caching strategy.
Journal ArticleDOI

Demand-aware resource allocation for ultra-dense small cell networks: an interference-separation clustering-based solution

TL;DR: This paper proposes an interference‐separation clustering‐based scheme to divide the massive small cells into smaller groups with different priorities, which reduces the network scale and outperforms some other existing approaches and is more suitable for large‐scale networks.
References
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Book

Convex Optimization

TL;DR: In this article, the focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them, and a comprehensive introduction to the subject is given. But the focus of this book is not on the optimization problem itself, but on the problem of finding the appropriate technique to solve it.
Posted Content

A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems

TL;DR: A quantitative measure called Indiex of FRairness, applicable to any resource sharing or allocation problem, which is independent of the amount of the resource, and boundedness aids intuitive understanding of the fairness index.
Journal ArticleDOI

Femtocell networks: a survey

TL;DR: The technical and business arguments for femtocells are overview and the state of the art on each front is described and the technical challenges facing femtocell networks are described and some preliminary ideas for how to overcome them are given.
Journal ArticleDOI

Multiuser OFDM with adaptive subcarrier, bit, and power allocation

TL;DR: The results show that the proposed algorithm outperforms multiuser OFDM systems with static time-division multiple access (TDMA) or frequency-divisionmultiple access (FDMA) techniques which employ fixed and predetermined time-slot or subcarrier allocation schemes.
Book

3G Evolution : HSPA and LTE for Mobile Broadband

TL;DR: In this paper, the authors present a very up-to-date and practical book, written by engineers working closely in 3GPP, gives insight into the newest technologies and standards adopted by threeGPP with detailed explanations of the specific solutions chosen and their implementation in HSPA and LTE.
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