Improving IoT Communications Based on Smart Routing Algorithms

Hamrioui, Sofiane; Hamrioui, Camil Adam Mohamed; Torre‐Díez, Isabel; Lorenz, Pascal; Lloret, Jaime

doi:10.1109/glocom.2018.8647183

Cited by 7 publications

(1 citation statement)

References 12 publications

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“…To solve the transmission parameters adjustment issue, they proposed to use a DRL model. While in [ 13 ], authors proposed a self-organization method to improve communications between IoT devices in a network. When an IoT device wants to send a packet to another one, a path comparison table is created containing coefficients characterizing each path.…”

Section: Introductionmentioning

confidence: 99%

Data transmission reduction formalization for cloud offloading-based IoT systems

2023

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Computation offloading is the solution for IoT devices of limited resources and high-cost processing requirements. However, the network related issues such as latency and bandwidth consumption need to be considered. Data transmission reduction is one of the solutions aiming to solve network related problems by reducing the amount of data transmitted. In this paper, we propose a generalized formal data transmission reduction model independent of the system and the data type. This formalization is based on two main ideas: 1) Not sending data until a significant change occurs, 2) Sending a lighter size entity permitting the cloud to deduct the data captured by the IoT device without actually receiving it. This paper includes the mathematical representation of the model, general evaluation metrics formulas as well as detailed projections on real world use cases.

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Section: Introductionmentioning

confidence: 99%