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Journal ArticleDOI

QoS-Aware User Association and Resource Allocation in LAA-LTE/WiFi Coexistence Systems

TLDR
A flexible coexistence framework is proposed using the listen-before-talk mechanism, based on which the QoS metrics of LAA-LTE and WiFi systems are quantified and an efficient algorithm called successive user removal is proposed.
Abstract
The licensed-assisted access-based long term evolution (LAA-LTE) is a promising solution to provide enhanced LTE services by sharing unlicensed bands with WiFi systems. However, the intense contention with the incumbent WiFi system makes it challenging for the LAA-LTE system to support guaranteed quality-of-service (QoS) for the users. This paper is interested in the QoS-aware LAA-LTE/WiFi coexistence system. We first propose a flexible coexistence framework using the listen-before-talk mechanism, based on which the QoS metrics of LAA-LTE and WiFi systems are quantified. Then, a joint user association and resource allocation problem is formulated, which aims to maximize the number of QoS-preferred users supported by LAA-LTE, while protecting the WiFi users. The considered optimization problem is equivalently decomposed into two subproblems, the sum-power minimization problem and the user association problem. For the first subproblem, the deep-cut ellipsoid method is adopted to optimize the LAA-LTE transmission time, subcarrier assignment, and power allocation. For the latter one, an efficient algorithm called successive user removal is proposed. The simulation results have demonstrated the effectiveness of the proposed scheme, based on which the tradeoff among different QoS metrics in the coexistence system is observed.

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Citations
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Journal ArticleDOI

Real-Time and Reliable Industrial Control Over Wireless LANs: Algorithms, Protocols, and Future Directions

TL;DR: This paper presents several major solutions that tackled this issue to achieve real-time and reliability guarantees in wireless networked control systems, capitalizing on the strong efforts devoted to the adoption of IEEE 802.11 physical layer (PHY) technologies.
Journal ArticleDOI

Intelligent Sharing for LTE and WiFi Systems in Unlicensed Bands: A Deep Reinforcement Learning Approach

TL;DR: Simulation results show that the performance of the proposed intelligent scheme can approach that of the genie-aided exhaustive search algorithm, which needs the perfect knowledge of WiFi traffic demands through massive signalling exchanges and is of high computational complexity.
Journal ArticleDOI

Joint Task Offloading and QoS-Aware Resource Allocation in Fog-Enabled Internet-of-Things Networks

TL;DR: A QoS-aware resource allocation scheme, which jointly considers the association between fog nodes (FNs) and IDs, transmission and computing resource allocation to optimize the offloading decisions while minimizing the network overhead is proposed.
Journal ArticleDOI

Resource allocation trends for ultra dense networks in 5G and beyond networks: A classification and comprehensive survey

TL;DR: A detailed survey of resource allocation approaches for UDNs in 5G and beyond networks is provided and the main difficulties of the resource allocation process in the wireless network are alleviated.
Journal ArticleDOI

Optimal Resource Allocation for Multicarrier NOMA in Short Packet Communications

TL;DR: The effective-throughput is used as the performance metric to evaluate the tradeoff between the transmission rate and the decoding error rate and a low-complexity algorithm based on the principles of block coordinate descent (BCD) and concave-convex procedure is proposed.
References
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Dual methods for nonconvex spectrum optimization of multicarrier systems

TL;DR: It is shown that under a certain condition called the time-sharing condition, the duality gap of the optimization problem is always zero, regardless of the convexity of the objective function, which leads to efficient numerical algorithms that solve the nonconvex problem in the dual domain.
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Cognitive radio networking and communications: an overview

TL;DR: This paper provides a systematic overview on CR networking and communications by looking at the key functions of the physical, medium access control (MAC), and network layers involved in a CR design and how these layers are crossly related.
Proceedings ArticleDOI

Optimal Resource Allocation for OFDMA Downlink Systems

TL;DR: It is shown that with practical number of tones, the duality gap is virtually zero and the optimal solutions can be efficiently obtained.
Journal ArticleDOI

Coexistence of Wi-Fi and heterogeneous small cell networks sharing unlicensed spectrum

TL;DR: Simulation results show that the proposed network architecture and interference avoidance schemes can significantly increase the capacity of 4G heterogeneous cellular networks while maintaining the service quality of Wi-Fi systems.
Journal ArticleDOI

A Survey of Advanced Techniques for Spectrum Sharing in 5G Networks

TL;DR: A survey of the recent development of advanced techniques for spectrum sharing, in particular, cognitive radio, device-todevice communication, in-band full-duplex communication, non-orthogonal multiple access, and Long Term Evolution on unlicensed spectrum is provided.
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The licensed-assisted access-based long term evolution (LAA-LTE) is a promising solution to provide enhanced LTE services by sharing unlicensed bands with WiFi systems.