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Open AccessJournal ArticleDOI

Improved routing in MANET with optimized multi path routing fine tuned with hybrid modeling

TLDR
A multi path routing protocol based on estimated probability locations with path diversion at necessary places along path is proposed for improved routing performance without larger packet overhead.
About: 
This article is published in Journal of King Saud University - Computer and Information Sciences.The article was published on 2020-01-08 and is currently open access. It has received 30 citations till now. The article focuses on the topics: Link-state routing protocol & Computer science.

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Citations
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Journal ArticleDOI

Survey on Power-Aware Optimization Solutions for MANETs

Dimitris Kanellopoulos, +1 more
- 11 Jul 2020 - 
TL;DR: This survey comprehensively covers power-aware state-of-the-art schemes for each suggested group, major findings, crucial structures, advantages, and design challenges, and assess the suggested power- Aware policies in the past in every aspect so that other researchers can find new potential research directions.
Journal ArticleDOI

Analyzing the impact of the number of nodes on the performance of the routing protocols in MANET environment

TL;DR: The research incorporates executing a simulating environment to look at the operation of the routing conventions dependent on the variable number of hubs and indicates that the AODV beats other conventions in the majority of the simulated scenarios.
Journal ArticleDOI

A Novel Wolf Based Trust Accumulation Approach for Preventing the Malicious Activities in Mobile Ad Hoc Network

TL;DR: The current research proposed a novel Grey Wolf Trust Accumulation (GWTA) Schema in wireless mesh network architecture, thus the attacks are identified by the finest function of the GWTA model and the predicted attacked nodes are replaced to the last position of the network medium to prevent the packet loss.
Journal ArticleDOI

Intrusion detection in mobile ad-hoc network using Hybrid Reactive Search and Bat algorithm

TL;DR: The attacks due to the malicious node activity are detected using Hybrid Reactive Search and Bat (HRSB) mechanism to prevent the mischievous nodes from entering the network beneath the untruthful information.
Journal ArticleDOI

Determining an optimum zone radius for zone routing protocol (ZRP) based on node mobility

TL;DR: This research studied the effect of zone radius on the performance of ZRP with different levels of node mobility, finding that ZRP protocol using zone radius of two provides the best packet delivery fraction, throughput and normalized routing load.
References
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Journal ArticleDOI

Mobility Prediction in Mobile Ad Hoc Networks Using Extreme Learning Machines

TL;DR: Extreme learning machines (ELMs) are proposed, known for universal approximation, to model and predict mobility of arbitrary nodes in a mobile ad hoc network (MANET), which uses mobility prediction in location-aided routing and mobility aware topology control protocols.
Proceedings ArticleDOI

Mobility estimation for wireless networks based on an autoregressive model

TL;DR: The proposed mobility estimation scheme is validated using mobile trajectories collected from drive-test data obtained from a live cellular network and results in an efficient and accurate real-time mobility tracking scheme that can be applied in a variety of wireless networking applications.
Posted Content

Mobility Prediction in Wireless Ad Hoc Networks using Neural Networks

TL;DR: This paper introduces a neural network based method for mobility prediction in Ad Hoc networks that consists of a multi-layer and recurrent neural network using back propagation through time algorithm for training.

An Effective Approach for Mobility Prediction in Wireless Network based on Temporal Weighted Mobility Rule

TL;DR: This paper extends a mobility prediction algorithm by finding the best matched rules which are temporally closest to the query time by applying a spatiotemporal data mining technique to discover frequent mobility patterns for predicting the next location of a mobile node.
Journal ArticleDOI

Mobility prediction in mobile ad hoc networks using a lightweight genetic algorithm

TL;DR: A new approach to mobility prediction which does not depend on probabilistic methods and which is completely based on genetic algorithms is proposed to improve the MANET routing algorithms.
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