FAHP-OF: A New Method for Load Balancing in RPL-based Internet of Things (IoT)

Koosha, Mohammad; Farzaneh, Behnam; Alizadeh, Emad; Farzaneh, Shahin

doi:10.1109/iccke57176.2022.9960073

Cited by 3 publications

(5 citation statements)

References 23 publications

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“…A similar idea, as in [108][109][110], is also proposed by Rekik et al [111], who suggested combining four-link quality estimators as routing metrics using the fuzzy logic method. The proposed OF, namely Opt-FLQE, aims to improve RPL performance in smart grid environments and overcome the limitations of ETX in terms of (i) reliability, (ii) stability, and (iii) reactivity.…”

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

“…Similar to the second group, the combined routing metrics in fuzzy logic can belong to one or both of the metric categories. These objective functions include composite metric objective function (CMOF) [108], fuzzy-based mobility objective function (FMOF) [109], fuzzy analytic hierarchy process objective function (FAHP-OF) [110], optimisation fuzzy link quality estimation-based routing metric (Opt-FLQE) [111], objective function-based fuzzy (OF-Fuzzy) [112], objective function-based fuzzy logic (OF-FL) [113], objective function energy consumption (OF-EC) [114], and fuzzy logic-based objective function (FLEOF) [115].…”

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

“…Koosha et al [110] proposed FAHP-OF. This objective function harnesses fuzzy logic for soft-boundary decision-making and employs the Analytic Hierarchy Process (AHP) to combine multiple routing metrics.…”

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

“…The main drawback of these objective functions [108][109][110][111] is the absence of energy metrics, such as remaining energy among the combined metrics, as most of the routing metrics used in [108,109,111] are link metrics. Link quality metrics only capture routing reliability issues as caused by channel errors and do not address other routing reliability issues, such as nodes remaining energy and energy consumption.…”

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

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A Survey on Routing Solutions for Low-Power and Lossy Networks: Toward a Reliable Path-Finding Approach

Almutairi,

Zhang

2024

Network

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Low-Power and Lossy Networks (LLNs) have grown rapidly in recent years owing to the increased adoption of Internet of Things (IoT) and Machine-to-Machine (M2M) applications across various industries, including smart homes, industrial automation, healthcare, and smart cities. Owing to the characteristics of LLNs, such as Lossy channels and limited power, generic routing solutions designed for non-LLNs may not be adequate in terms of delivery reliability and routing efficiency. Consequently, a routing protocol for LLNs (RPL) was designed. Several RPL objective functions have been proposed to enhance the routing reliability in LLNs. This paper analyses these solutions against performance and security requirements to identify their limitations. Firstly, it discusses the characteristics and security issues of LLN and their impact on packet delivery reliability and routing efficiency. Secondly, it provides a comprehensive analysis of routing solutions and identifies existing limitations. Thirdly, based on these limitations, this paper highlights the need for a reliable and efficient path-finding solution for LLNs.

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Section: Fuzzy Logic Methodsmentioning

confidence: 99%

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

Section: Fuzzy Logic Methodsmentioning

confidence: 99%

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A Survey on Routing Solutions for Low-Power and Lossy Networks: Toward a Reliable Path-Finding Approach

Almutairi,

Zhang

2024

Network

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“…Perman et al [43] and Koosha et al [44] reported that FAHP has two main advantages, as follows: (1) it outlines the hierarchy of the problem for analysing sensitivity and (2) verification of consistency contributes to resolving MCDM issues effectively.…”

Section: The Integrated Approach Of Fahp and Gramentioning

confidence: 99%

Key Selection Factors Influencing Animation Films from the Perspective of the Audience

Jiang

2024

Mathematics

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The animation industry is an important part of China’s cultural and creative industries. In fact, it is the leading cultural and creative industry in China. However, there is insufficient research on the audience’s views in China’s animation industry, which has become an important research gap. Thus, an integrated approach of FAHP and GRA is proposed in this study, to analyse and evaluate the key selection factors for the Chinese animation industry from the perspective of a Chinese audience. In this research, in both FAHP and GRA models, factors such as visual appealing character, interesting performance of character animation, and easy-to-understand storyline are prioritised conditions for the selection of Chinese animation from the perspective of Chinese audiences. The main contribution of this research is to underscore the value of the hybrid MCDM model to aid Chinese animation companies in aligning their productions with audience expectations and making informed decisions. Finally, this study offers a systematic and objective model for Chinese animation selection, providing practical insights that can be applied in the industry and can serve as a valuable reference for future research in similar domains.

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An Analysis of Objective Function Modification Approaches in Routing Protocols for Low Power and Lossy Networks: A Fuzzy Logic-Based Perspective

Al-Qaisi,

Hassan,

Zakaria

2024

Communications in Computer and Information Science

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FAHP-OF: A New Method for Load Balancing in RPL-based Internet of Things (IoT)

Cited by 3 publications

References 23 publications

A Survey on Routing Solutions for Low-Power and Lossy Networks: Toward a Reliable Path-Finding Approach

A Survey on Routing Solutions for Low-Power and Lossy Networks: Toward a Reliable Path-Finding Approach

Key Selection Factors Influencing Animation Films from the Perspective of the Audience

An Analysis of Objective Function Modification Approaches in Routing Protocols for Low Power and Lossy Networks: A Fuzzy Logic-Based Perspective

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