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Journal ArticleDOI

Resource allocation for device-to-device communications underlaying LTE-advanced networks

TLDR
A novel resource allocation scheme based on a column generation method for D2D communications in LTE-Advanced networks is introduced to maximize the spectrum utilization by finding the minimum transmission length in terms of time slots while protecting the cellular users from harmful interference and guaranteeing the QoS of D1D links.
Abstract
The Long Term Evolution-Advanced (LTEAdvanced) networks are being developed to provide mobile broadband services for the fourth generation (4G) cellular wireless systems. Deviceto- device (D2D) communications is a promising technique to provide wireless peer-to-peer services and enhance spectrum utilization in the LTE-Advanced networks. In D2D communications, the user equipments (UEs) are allowed to directly communicate between each other by reusing the cellular resources rather than using uplink and downlink resources in the cellular mode when communicating via the base station. However, enabling D2D communications in a cellular network poses two major challenges. First, the interference caused to the cellular users by D2D devices could critically affect the performances of the cellular devices. Second, the minimum quality-of-service (QoS) requirements of D2D communications need to be guaranteed. In this article, we introduce a novel resource allocation scheme (i.e. joint resource block scheduling and power control) for D2D communications in LTE-Advanced networks to maximize the spectrum utilization while addressing the above challenges. First, an overview of LTE-Advanced networks, and architecture and signaling support for provisioning of D2D communications in these networks are described. Furthermore, research issues and the current state-of-the-art of D2D communications are discussed. Then, a resource allocation scheme based on a column generation method is proposed for D2D communications. The objective is to maximize the spectrum utilization by finding the minimum transmission length in terms of time slots for D2D links while protecting the cellular users from harmful interference and guaranteeing the QoS of D2D links. The performance of this scheme is evaluated through simulations.

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Citations
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Journal ArticleDOI

Wireless Resource Virtualization With Device-to-Device Communication Underlaying LTE Network

TL;DR: The problem of wireless resource virtualization with D2D communication underlaying the LTE network is formulated and it is shown that the heuristic achieves close to optimal results while having a much lower computational complexity.
Journal ArticleDOI

Multi-Agent Deep Reinforcement Learning Based Spectrum Allocation for D2D Underlay Communications

TL;DR: In this article, a distributed spectrum allocation framework based on multi-agent deep reinforcement learning is proposed, named multiagent actor critic (MAAC), which shares global historical states, actions and policies during centralized training, and utilizes cooperation among users to further optimize system performance.
Journal ArticleDOI

Mode Selection, Radio Resource Allocation, and Power Coordination in D2D Communications

TL;DR: This work designs radio protocol architectures for the three D2D modes and proposes an eNB scheduling algorithm, which enables the eNB to perform joint scheduling on mode selection, radio resource allocation, and power coordination for all D1D pairs in each subframe.
Journal ArticleDOI

Joint Mode Selection and Spectrum Partitioning for Device-to-Device Communication: A Dynamic Stackelberg Game

TL;DR: In this paper, a dynamic Stackelberg game framework is proposed to jointly address the problems of spectrum partitioning and user-controlled mode selection, where the BS and the potential D2D UEs act as the leader and the followers, respectively.
Journal ArticleDOI

Hybrid Centralized-Distributed Resource Allocation for Device-to-Device Communication Underlaying Cellular Networks

TL;DR: In this paper, a resource allocation problem in a single-cell wireless network with multiple D2D users sharing the available radio frequency channels with cellular users is studied, where the game is an exact potential game with noisy rewards, defined on a discrete strategy set and characterized the set of Nash equilibria.
References
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Book

Introduction to linear optimization

TL;DR: p. 27, l.
Journal ArticleDOI

Device-to-device communication as an underlay to LTE-advanced networks

TL;DR: Device-to-device (D2D) communication underlaying a 3GPP LTE-Advanced cellular network is studied as an enabler of local services with limited interference impact on the primary cellular network.
Journal ArticleDOI

Branch-and-Bound Methods: A Survey

TL;DR: The essential features of the branch-and-bound approach to constrained optimization are described, and several specific applications are reviewed, including integer linear programming Land-Doig and Balas methods, nonlinear programming minimization of nonconvex objective functions, and the quadratic assignment problem Gilmore and Lawler methods.
Journal ArticleDOI

Resource Sharing Optimization for Device-to-Device Communication Underlaying Cellular Networks

TL;DR: The results show that by proper resource management, D2D communication can effectively improve the total throughput without generating harmful interference to cellular networks.
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