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Fuzzy Logic QoS dynamic source routing for Mobile Ad Hoc Networks

The Journal of China Universities of Posts and Telecommunications 2004年第4期11卷 1-6页

作者： ZHANGXu CHENGSheng FENGMei-yu DINGWei TheBroadbandCommunicationNetworkLaboratory BeijingUniversityofPostsandTelecommunicationsBeijing100876P.R.China

Considering the characters of dynamic topology and the imprecise state information in mobile ad hoc network,we propose a Fuzzy Logic QoS dynamic source routing(FLQDSR)algorithm based on dynamic source routing(DSR)protocol while adopting fuzzy logic to select the appropriate QoS routing in multiple paths which are searched in *** scheme considers not only the bandwidth and end-to-end delay of routing,but also the cost of the *** the otherhand the merit of using fuzzy logic is that it can be implemented by *** makes the realization of the schemeeasier and *** our algorithm is based on DSR,the maximal hop count should be less than 10,i.e.,the scaleof mobile ad hoc network should not be very *** results show that FLQDSR can tolerate a high degree of in-formation imprecision by adding the fuzzy logic module which integrates the QoS requirements of application and the rout-ing QoS parameters to determine the most qualified one in every node.

关键词： mobile ad hoc netwoorks QoS routing dynamic source routing fuzzy logic CLC number

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Deep Learning Convolutional Neural Network for ECG Signal Classification Aggregated Using IoT

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Computer Systems Science & Engineering 2022年第9期42卷 851-866页

作者： S.Karthiga A.M.Abirami Department of Information Technology Thiagarajar College of Engineering625015Tamil NaduIndia

Much attention has been given to the Internet of Things (IoT) by citizens, industries, governments, and universities for applications like smart buildings, environmental monitoring, health care and so on. With IoT, networkconnectivity is facilitated between smart devices from anyplace and ***-based health monitoring systems are gaining popularity and acceptance forcontinuous monitoring and detect health abnormalities from the data *** (ECG) signals are widely used for heart diseases detection.A novel method has been proposed in this work for ECG monitoring using IoTtechniques. In this work, a two-stage approach is employed. In the first stage, arouting protocol based on dynamic source routing (DSR) and routing byEnergy and Link quality (REL) for IoT healthcare platform is proposed for effi-cient data collection, and in the second stage, classification of ECG for Arrhythmia. Furthermore, this work has evaluated Support Vector Machine (SVM),Artificial Neural Network (ANN), and Convolution Neural Networks (CNNs)-based approach for ECG signals classification. Deep-ECG will use a deep CNNto extract critical features and then compare through evaluation of simple and fastdistance functions in order to obtain an efficient classification of heart abnormalities. For the identification of abnormal data, this work has proposed techniquesfor the classification of ECG data, which has been obtained from mobile watchusers. For experimental verification of the proposed methods, the Beth Israel Hospital (MIT/BIH) Arrhythmia and Massachusetts Institute of Technology (MIT)Database was used for evaluation. Results confirm the presented method’s superior performance with regards to the accuracy of classification. The CNN achievedan accuracy of 91.92% and has a higher accuracy of 4.98% for the SVM and2.68% for the ANN.

关键词： Internet of things electrocardiographic signals dynamic source routing routing by energy and link quality convolution neural networks

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An Improved Multi-Objective Particle Swarm Optimization routing on MANET

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Computer Systems Science & Engineering 2023年第2期44卷 1187-1200页

作者： G.Rajeshkumar M.Vinoth Kumar K.Sailaja Kumar Surbhi Bhatia Arwa Mashat Pankaj Dadheech Department of Computer Science and Engineering Erode Sengunthar Engineering CollegePerunduraiErode638057Tamil NaduIndia Department of Information Science and Engineering Dayananda Sagar Academy of Technology and ManagementBangalore560082India Department of Master of Computer Applications M.S.Ramaiah Institute of TechnologyBangalore560054India Department of Information Systems College of Computer Science and Information TechnologyKing Faisal UniversityRiyadh11533Saudi Arabia Faculty of Computing and Information Technology King Abdulaziz UniversityRabigh21911Saudi Arabia Department of Computer Science and Engineering Swami Keshvanand Institute of TechnologyManagement&GramothanJaipur302017RajasthanIndia

A Mobile Ad hoc Network(MANET)is a group of low-power con-sumption of wireless mobile nodes that conﬁgure a wireless network without the assistance of any existing infrastructure/centralized *** primary aim of MANETs is to extendﬂexibility into the self-directed,mobile,and wireless domain,in which a cluster of autonomous nodes forms a MANET routing *** Intrusion Detection System(IDS)is a tool that examines a network for mal-icious behavior/policy violations.A network monitoring system is often used to report/gather any suspicious attacks/*** IDS is a software program or hardware system that monitors network/security trafﬁc for malicious attacks,sending out alerts whenever it detects malicious *** impact of dynamic source routing(DSR)in MANETs challenging blackhole attack is investigated in this research *** Cluster Trust Adaptive Acknowledgement(CTAA)method is used to identify unauthorised and malfunctioning nodes in a MANET *** system is active and provides successful delivery of a data packet,which implements Kalman Filters(KF)to anticipate node ***,KF is used to eliminate synchronisation errors that arise during the sending and receiving *** order to provide an energy-efﬁcient solution and to minimize network trafﬁc,route optimization in MANET by using Multi-Objective Particle Swarm Optimization(MOPSO)technique to determine the optimal num-ber of clustered MANET along with energy dissipation in *** to the researchﬁndings,the proposed CTAA-MPSO achieves a Packet Delivery Ratio(PDR)of 3.3%.In MANET,the PDR of CTAA-MPSO improves CTAA-PSO by 3.5%at 30%malware.

关键词： MANET intrusion detection system cluster kalmanﬁlter dynamic source routing multi-objective particle swarm optimization packet delivery ratio

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Performance Analysis for Mobile Ad Hoc Network in Random Graph Models with Spatial Reuse

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Acta Mathematicae Applicatae Sinica 2007年第2期23卷 235-244页

作者： Han-xing Wang Xi Hu Qin Zhang Department of Mathematics and Statistics Shanghai Lixin University of Commerce Shanghai 201620 China School of Sciences Shanghai University Shanghai 200444 China

In this paper, we present a random graph model with spatial reuse for a mobile ad hoc network （MANET） based on the dynamic source routing protocol. Many important performance parameters of the MANET are obtained, such as the average flooding distance （AFD）, the probability generating function of the flooding distance, and the probability of a flooding route to be symmetric. Compared with the random graph model without spatial reuse, this model is much more effective because it has a smaller value of AFD and a larger probability for finding a symmetric valid route.

关键词： MANETs dynamic source routing probability generating function

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