Enhancing the Performance and Reliability of IoT Systems Using Predictive Route Recovery Mechanism

The rapid proliferation of the Internet of Things (IoT) has brought numerous challenges related to the performance and reliability of these systems. Frequent link failures due to the dynamic nature of IoT environments, including device mobility and varying signal strengths, often disrupt communication. This paper presents a novel overhearing-based route recovery mechanism designed to predict potential link failures and maintain active routes by leveraging the overhearing capabilities of neighboring nodes. This proactive approach significantly reduces packet loss, enhances data transmission efficiency, and ensures robust network connectivity, thereby improving the overall performance and reliability of IoT systems. The proposed mechanism's efficacy is demonstrated through extensive simulations using the ns-3 network simulator.

Authors

Institutions

Publication Details

Published
2024-12-01
DOI
https://doi.org/10.1109/tencon61640.2024.10902738
Primary Topic
Vehicular Ad Hoc Networks (VANETs)
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing the Performance and Reliability of IoT Systems Using Predictive Route Recovery Mechanism

Mohammad M. Kadhum
1 links
Vehicular Ad Hoc Networks (VANETs)
article

Enhancing the Performance and Reliability of IoT Systems Using Predictive Route Recovery Mechanism

Mohammad M. Kadhum
article en

Abstract

The rapid proliferation of the Internet of Things (IoT) has brought numerous challenges related to the performance and reliability of these systems. Frequent link failures due to the dynamic nature of IoT environments, including device mobility and varying signal strengths, often disrupt communication. This paper presents a novel overhearing-based route recovery mechanism designed to predict potential link failures and maintain active routes by leveraging the overhearing capabilities of neighboring nodes. This proactive approach significantly reduces packet loss, enhances data transmission efficiency, and ensures robust network connectivity, thereby improving the overall performance and reliability of IoT systems. The proposed mechanism's efficacy is demonstrated through extensive simulations using the ns-3 network simulator.

Algonquin College (CA)
Affordable and clean energy
Openalex Percentile: Top 74%
Vehicular Ad Hoc Networks (VANETs)
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.