A distributed Cooperative Spectrum Resource Allocation in smart home cognitive wireless sensor networks

Aroua, Sabrine; Korbi, Inès El; Ghamri‐Doudane, Yacine; Saı̈dane, Leı̈la Azouz

doi:10.1109/iscc.2017.8024618

Cited by 11 publications

(3 citation statements)

References 15 publications

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“…Fairness metrics become especially important in dynamic and heterogeneous wireless environments where users have varying channel conditions, QoS requirements, and traffic patterns. Adaptive resource allocation algorithms are often used to address these challenges [ 25 , 26 ].…”

Section: The Basics Of Crsnsmentioning

confidence: 99%

A Review of Cognitive Hybrid Radio Frequency/Visible Light Communication Systems for Wireless Sensor Networks

Miranda,

Barriquello,

Reguera

et al. 2023

Sensors

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The development and growth of Wireless Sensor Networks (WSNs) is significantly propelled by advances in Radio Frequency (RF) and Visible Light Communication (VLC) technologies. This paper endeavors to present a comprehensive review of the state-of-the-art in cognitive hybrid RF-VLC systems for WSNs, emphasizing the critical task of seamlessly integrating Cognitive Radio Sensor Networks (CRSNs) and VLC technologies. The central challenge addressed is the intricate landscape of this integration, characterized by notable trade-offs between performance and complexity, which escalate with the addition of more devices and increased data rates. This scenario necessitates the development of advanced cognitive radio strategies, potentially facilitated by Machine Learning (ML) and Deep Learning (DL) approaches, albeit introducing new complexities such as the necessity for pre-training with extensive datasets. The review scrutinizes the fundamental aspects of CRSNs and VLC, spotlighting key areas like Energy Efficient Resource Allocation, Industrial Scenarios, and Energy Harvesting, and explores the synergistic amalgamation of these technologies as a promising pathway for enhanced spectrum utilization and network performance. By delving into the integration of cognitive radio technology with visible light, this study furnishes valuable insights into the potential for innovative applications in wireless communication, presenting a balanced overview of the current advancements and prospective avenues in the field of cognitive hybrid RF/VLC systems.

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Section: The Basics Of Crsnsmentioning

confidence: 99%

A Review of Cognitive Hybrid Radio Frequency/Visible Light Communication Systems for Wireless Sensor Networks

Miranda,

Barriquello,

Reguera

et al. 2023

Sensors

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“…The authors in [331] critically discussed state-of-the-art and open research challenges in optimal planning and management of resources in SHs. Different approaches, such as agent-mediated service management (AMSM) [315], Pareto resource allocation [316], MILP-based lexicographic minimax method (LMM) [317], combined Gauss-Seidel decomposition and competitive game formulation-based decentralized optimization [318], IOT-based protocol [319], cooperative spectrum resource allocation (CSRA) framework [332], ant colony optimization (ACO) algorithms [320], virtual object composition (VOC) [321], and support vector machine (SVM) [322] models have been reported in the literature for optimal allocation of different types of resources, including cost distribution, task allocation, RES allocation, bandwidth allocation, and DR management in SHs.…”

Section: Resource Allocationmentioning

confidence: 99%

Smart Distribution Mechanisms—Part I: From the Perspectives of Planning

et al. 2022

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To enhance the reliability and resilience of power systems and achieve reliable delivery of power to end users, smart distribution networks (SDNs) play a vital role. The conventional distribution network is transforming into an active one by incorporating a higher degree of automation. Replacing the traditional absence of manual actions, energy delivery is becoming increasingly dependent on intelligent active system management. As an emerging grid modernization concept, the smart grid addresses a wide range of economic and environmental concerns, especially by integrating a wide range of active technologies at distribution level. At the same time, these active technologies are causing a slew of technological problems in terms of power quality and stability. The development of such strategies and approaches that can improve SDN infrastructure in terms of planning, operation, and control has always been essential. As a result, a substantial number of studies have been conducted in these areas over the last 10–15 years. The current literature lacks a combined systematic analysis of the planning, operation, and control of SDN technologies. This paper conducts a systematic survey of the state-of-the-art advancements in SDN planning, operation, and control over the last 10 years. The reviewed literature is structured so that each SDN technology is discussed sequentially from the viewpoints of planning, operation, and then control. A comprehensive analysis of practical SND concepts across the globe is also presented in later sections. The key constraints and future research opportunities in the existing literature are discussed in the final part. This review specifically assists readers in comprehending current trends in SDN planning, operation, and control, as well as identifying the need for further research to contribute to the field.

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“…Aroua [68] proposes a new framework for household energy control in smart homes using Cognitive Radio Sensor Networks (CRSN).…”

Section: Analysis Strategy 3: Sgs and Their Application To Har And Adlmentioning

confidence: 99%

Smart Grids and Their Role in Transforming Human Activities—A Systematic Literature Review

2020

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In this work, a systematic review of the literature has been carried out to analyse the design of intelligent networks in environments inhabited by people and the applications of sensors to improve quality of life and aid human activities. This study aims to answer three research questions. The first question is whether the design of smart grids is made with people in mind. The second question focuses on whether intelligent networks are being taken account of in the research on human activity recognition, the Internet of Things, and the recognition of activities of daily living. The third question looks at whether there are synergies and multidisciplinary teams studying state-of-the-art technologies applied to environments inhabited by elderly or disabled people. Installations with sensors deployed for the improvement of the quality of human life will also help to improve the quality of the intelligent network, thus integrating the Human–Technology binomial. This study concludes with an analysis of the results of the sources examined, putting forward a protocol of seven proposals to guide future work.

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A distributed Cooperative Spectrum Resource Allocation in smart home cognitive wireless sensor networks

Cited by 11 publications

References 15 publications

A Review of Cognitive Hybrid Radio Frequency/Visible Light Communication Systems for Wireless Sensor Networks

A Review of Cognitive Hybrid Radio Frequency/Visible Light Communication Systems for Wireless Sensor Networks

Smart Distribution Mechanisms—Part I: From the Perspectives of Planning

Smart Grids and Their Role in Transforming Human Activities—A Systematic Literature Review

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