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Open AccessJournal ArticleDOI

A Survey of Random Access Control Techniques for Machine-to-Machine Communications in LTE/LTE-A Networks

Huda Althumali, +1 more
- 29 Nov 2018 - 
- Vol. 6, pp 74961-74983
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TLDR
A novel classification for the current Random Access (RA) techniques that have been proposed for M2M communications in LTE networks is introduced, and an analytical comparison has been provided among the different techniques according to the parameters for each approach.
Abstract
Machine-to-machine (M2M) communications refer to the autonomous interaction between connected devices without the human intervention. Recently, the Third-Generation Partnership Project (3GPP) introduced the Long-Term Evolution (LTE) and Long-Term Evolution-Advanced (LTE-A) as the improved version of the fourth-generation (4G) cellular networks. LTE/LTE-A networks have been considered an appropriate infrastructure for implementing M2M communications. However, the LTE/LTE-A networks were originally introduced for human-to-human (H2H) communications which have different characteristics from M2M communications. Thus, the LTE/LTE-A networks must be adapted to support the special characteristics of M2M communications. This work provides a comprehensive review of M2M communications over LTE networks, including M2M architectures, LTE structure, deployment challenges, and access control requirements. Moreover, this work introduces a novel classification for the current Random Access (RA) techniques that have been proposed for M2M communications in LTE networks. According to the main targeted objective, the current RA techniques are classified into three categories: massive access control techniques, energy efficiency techniques, and performance improvement techniques. Each category is further divided into two subcategories, and the relevant RA techniques are presented for each category. Furthermore, an analytical comparison has been provided among the different techniques according to the parameters for each approach. This work can be considered a good starting point for those who are interested in RA techniques for M2M communications over LTE/LTE-A networks.

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Citations
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Dynamic Backoff Collision Resolution for Massive M2M Random Access in Cellular IoT Networks

TL;DR: A collision resolution scheme using the back off procedure which dynamically adjusts the backoff indicator based on the number of backlog devices and the available resources to resolve the RACH collisions during the massive access scenarios for cellular M2M communications is proposed.
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EZ-SEP: Extended Z-SEP Routing Protocol with Hierarchical Clustering Approach for Wireless Heterogeneous Sensor Network.

TL;DR: The Extended Z-SEP Routing Protocol with Hierarchical Clustering Approach for Wireless Heterogeneous Sensor Networks (EZ-SEPP) as discussed by the authors is a hybrid protocol where the connection of nodes to a base station (BS) is done via a hybrid method, i.e., a certain amount of nodes communicate with the BS directly, while the remaining ones form a cluster to transfer data.
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Evolutionary Algorithms for 5G Multi-Tier Radio Access Network Planning

TL;DR: In this article, the authors investigate the planning process for a 5G radio access network having mmWave micro remote radio units (mRRUs) on top of sub-6 GHz Macro Remote Radio Units (MRRUs), and propose a two-step process where they first employ a low complexity metaheuristic algorithm to optimize the locations of RRUs followed by an iterative elimination method to remove redundant cells.
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Non-Orthogonal Random Access and Data Transmission Scheme for Machine-to-Machine Communications in Cellular Networks

TL;DR: It is demonstrated that the proposed NORA-DT scheme can significantly improve the system throughput, resource efficiency and energy efficiency performance and a computationally efficient adaptive resource allocation scheme is finally proposed to improve thesystem throughput and resource usage.
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Is the Random Access Channel of LTE and LTE-A Suitable for M2M Communications? A Survey of Alternatives

TL;DR: A survey of the alternatives that have been proposed over the last years to improve the operation of the random access channel of LTE and LTE-A is provided, identifying strengths and weaknesses of each one of them, while drawing future trends to steer the efforts over the same shooting line.
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