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Open AccessJournal ArticleDOI

FTC-OF: Forwarding Traffic Consciousness Objective Function for RPL Routing Protocol

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TLDR
Forwarding Traffic Consciousness Objective Function has been proposed, which combines three routing metrics, namely hop count, RSSI and a newly designed Forwarded Traffic Metric (FTM), and considerably reduces the power consumption.
Abstract
The rise of the Internet of Things (IoT) and the diversity of its applications make the need for a flexible routing protocol able to face several constraints very essential. In this context, the RPL protocol was designed to meet the need for IoT classified as low power and lossy networks (LLN's). RPL relies on an objective function that takes into account a metric to implement its routing strategy in the network. On the other hand, the problem consists of a single routing metric that sometimes leads to the selection of non-optimized or static routes in the network. As a consequence, two main problems emerge, the first is the congestion created in the nodes due to the high number of packets to be relayed which leads to their loss, the second is the greedy energy consumption by these nodes which can conduct to quickly degrade their batteries, thus losing and causing loss the connectivity of several nodes in the network. To remedy this problem, a novel objective function for RPL FTC-OF has been implemented in the core of the embedded operating system CONTIKI, which combines three different routing metrics, aiming to create a balanced network while considering the quality of link on a short path, namely hop count, RSSI and a newly designed metric called Forwarded Traffic Metric (FTM). The proposed method, considered as a new balancing strategy, evaluated under the COOJA emulator, outperforms ETX and Energy based RPL protocols. It shows that it increases the rate of packet delivery, considerably reduces the power consumption of the network as well as an almost perfect balance of traffic managed by the relay nodes.

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Book ChapterDOI

Amalgamation of Novel Objective Function and Multi-sink Solution for a Reliable RPL in High Traffic Monitoring Applications

TL;DR: This paper proposed in this paper a cross approach between combined metrics linearly and lexically for the novel objective function supported by multiple sinks solution for network monitoring, showing a reliability improvement by increasing the PDR and throughput, decreasing considerably the power consumption and giving stability to the network through low number of DIO control packets.
Journal ArticleDOI

Multi-constraints based RPL objective function with adaptive stability for high traffic IoT applications

TL;DR: This paper proposes a multi-constraints-based objective function with adaptive stability (MCAS-OF), which uses novel strategies for Radio strength indicator, node energy consumption, hop count and a designed work-metric combination, new rank processing, and parent selection procedure.
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A Scalable Secure Routing Protocol for Managed-Open Mobile Ad-Hoc Networks

TL;DR: This research proposes a novel paradigm of routing protocol named S-Octopus, which seeks to increase robustness and alleviate single point of failure and compromise problem via picking up numerous sector certificate authorities.
References
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Journal ArticleDOI

Survey Paper: Routing protocols in ad hoc networks: A survey

TL;DR: A taxonomy of the ad hoc routing protocols is created to uncover the requirements considered by the different protocols, the resource limitations under which they operate, and the design decisions made by the authors.
Journal ArticleDOI

The IoT for smart sustainable cities of the future: An analytical framework for sensor-based big data applications for environmental sustainability

TL;DR: This paper proposes a framework which brings together a large number of previous studies on smart cities and sustainable cities, including research directed at a more conceptual, analytical, and overarching level, as well as research on specific technologies and their novel applications to add additional depth to studies in the field of smart sustainable cities.

The Minimum Rank with Hysteresis Objective Function

TL;DR: The Minimum Rank with Hysteresis Objective Function (MRHOF) is described, an Objective Function that selects routes that minimize a metric, while using hysteresi to reduce churn in response to small metric changes.

Energy-based routing metric for RPL

TL;DR: An objective function is designed for the usage of the latter as the routing metric for RPL, the new standard for routing for Low power and Lossy Network (LLN), and an objective function for that metric is designed and compared experiments result with the most popular expected transmission count scheme.
Journal ArticleDOI

Big Sensor Data Systems for Smart Cities

TL;DR: The aim of this survey paper is to be useful for researchers to get insights into this important area, and motivate the development of practical solutions toward deployment in smart cities.
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