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Spread Spectrum based QoS aware Energy Efficient Clustering Algorithm for Wireless Sensor Networks

Bandi Rambabu, B. Vikranth, S Anupkanth, Banoth Samya, Satyanarayana Nimmala

2023International Journal on Recent and Innovation Trends in Computing and Communication11 citationsDOIOpen Access PDF

Abstract

Wireless sensor networks (WSNs) are composed of small, resource-constrained sensor nodes that form self-organizing, infrastructure-less, and ad-hoc networks. Many energy-efficient protocols have been developed in the network layer to extend the lifetime and scalability of these networks, but they often do not consider the Quality of Service (QoS) requirements of the data flow, such as delay, data rate, reliability, and throughput. In clustering, the probabilistic and randomized approach for cluster head selection can lead to varying numbers of cluster heads in different rounds of data gathering. This paper presents a new algorithm called "Spread Spectrum based QoS aware Energy Efficient Clustering for Wireless sensor Networks" that uses spread spectrum to limit the formation of clusters and optimize the number of cluster heads in WSNs, improving energy efficiency and QoS for diverse data flows. Simulation results show that the proposed algorithm outperforms classical algorithms in terms of energy efficiency and QoS.

Topics & Concepts

Computer scienceWireless sensor networkQuality of serviceCluster analysisScalabilityComputer networkDistributed computingEfficient energy useProbabilistic logicThroughputKey distribution in wireless sensor networksWirelessWireless networkEngineeringDatabaseElectrical engineeringTelecommunicationsArtificial intelligenceMachine learningEnergy Efficient Wireless Sensor NetworksMobile Ad Hoc Networks