Collision Mitigation algorithm for tracking of RFID based assets in Defence

EAI Endorsed Transactions on Energy Web

卷:8

C. Hema¹  Sharmila Sankar² 

[1] Assistant Professor (Sr. Gr.), Department of Computer science and Engineering, B.S.Abdur Rahman Crescent Institute of Science and Technology, Chennai, Tamilnadu, India;

[2] Professor, Department of Computer science and Engineering, B.S.Abdur Rahman Crescent Institute of Science and Technology, Chennai, Tamilnadu, India;

关键词: rfid;    reader collision;    tag collision;    cuckoo search based clustering protocol;    linear classifier;    hill climbing;   

DOI  :  10.4108/eai.9-3-2021.168963

来源: DOAJ

【 摘 要 】

INTRODUCTION: Asset tracking plays a crucial role in Military warehouses, deploying RFID system will be beneficial. When an RFID reader scans multiple tags in the Military warehouse, the missing tags and redundant tag problem occurs due to the signal interferences. To overcome these issues of missing tags and redundant tags, we proposed Cuckoo Search-based Clustering Protocol (CSCP) followed by linear classifier algorithm.OBJECTIVES: The primary objective of this paper is reducing the collision problems in military warehouse.METHODS: Inthispaper,weproposeCuckooSearch-basedClusteringProtocol(CSCP),whereclusterheadsdeleteduplicatedataandsendsprocesseddatatothebasestation,LatertheTDMA-basedgraphcolouringtechniqueisimplemented to prevent reader collision issues in the RFID network. The Linear Classifier algorithm first separates similar data for classification, which in turn reduces the collision occurrence of missing tags and redundant tags. CONCLUSION: IntheRFIDdeployedmilitarywarehouse,clusterheadreadersareselected,andclustersarecreated. Readers are scheduled to read information from tags in the cluster using the TDMA-based graph coloring algorithm. The linear classifier algorithm classifies the weapon’s data and filters the redundant weapon’s data in RFID deployed military environment.

【 授权许可】

Unknown