Collision Mitigation algorithm for tracking of RFID based assets in Defence

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 missin...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	C. Hema, Sharmila Sankar
Formato:	article
Lenguaje:	EN
Publicado:	European Alliance for Innovation (EAI) 2021
Materias:	rfid reader collision tag collision cuckoo search based clustering protocol linear classifier hill climbing Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/3d6f1fb3eb7a4f688d5c36e77b09e56f
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:3d6f1fb3eb7a4f688d5c36e77b09e56f
record_format	dspace
spelling	oai:doaj.org-article:3d6f1fb3eb7a4f688d5c36e77b09e56f2021-11-30T11:07:23ZCollision Mitigation algorithm for tracking of RFID based assets in Defence2032-944X10.4108/eai.9-3-2021.168963https://doaj.org/article/3d6f1fb3eb7a4f688d5c36e77b09e56f2021-11-01T00:00:00Zhttps://eudl.eu/pdf/10.4108/eai.9-3-2021.168963https://doaj.org/toc/2032-944XINTRODUCTION: 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: In this paper, we propose Cuckoo Search-based Clustering Protocol (CSCP), where cluster heads deleteduplicate data and sends processed data to the base station, Later the TDMA-based graph colouring technique is implemented 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: In the RFID deployed military warehouse, cluster head readers are selected, and clusters are created. 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.C. HemaSharmila SankarEuropean Alliance for Innovation (EAI)articlerfidreader collisiontag collisioncuckoo search based clustering protocollinear classifierhill climbingScienceQMathematicsQA1-939Electronic computers. Computer scienceQA75.5-76.95ENEAI Endorsed Transactions on Energy Web, Vol 8, Iss 36 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	rfid reader collision tag collision cuckoo search based clustering protocol linear classifier hill climbing Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95
spellingShingle	rfid reader collision tag collision cuckoo search based clustering protocol linear classifier hill climbing Science Q Mathematics QA1-939 Electronic computers. Computer science QA75.5-76.95 C. Hema Sharmila Sankar Collision Mitigation algorithm for tracking of RFID based assets in Defence
description	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: In this paper, we propose Cuckoo Search-based Clustering Protocol (CSCP), where cluster heads deleteduplicate data and sends processed data to the base station, Later the TDMA-based graph colouring technique is implemented 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: In the RFID deployed military warehouse, cluster head readers are selected, and clusters are created. 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.
format	article
author	C. Hema Sharmila Sankar
author_facet	C. Hema Sharmila Sankar
author_sort	C. Hema
title	Collision Mitigation algorithm for tracking of RFID based assets in Defence
title_short	Collision Mitigation algorithm for tracking of RFID based assets in Defence
title_full	Collision Mitigation algorithm for tracking of RFID based assets in Defence
title_fullStr	Collision Mitigation algorithm for tracking of RFID based assets in Defence
title_full_unstemmed	Collision Mitigation algorithm for tracking of RFID based assets in Defence
title_sort	collision mitigation algorithm for tracking of rfid based assets in defence
publisher	European Alliance for Innovation (EAI)
publishDate	2021
url	https://doaj.org/article/3d6f1fb3eb7a4f688d5c36e77b09e56f
work_keys_str_mv	AT chema collisionmitigationalgorithmfortrackingofrfidbasedassetsindefence AT sharmilasankar collisionmitigationalgorithmfortrackingofrfidbasedassetsindefence
_version_	1718406676785135616

Collision Mitigation algorithm for tracking of RFID based assets in Defence

Ejemplares similares