A survey of RFID data processing

Charu C. Aggarwal, Jiawei Han

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Radio Frequency Identification (RFID) is a new technology which allows a sensor (reader) to read, from a distance, and without line of sight, a unique product identification code (EPC) associated with a tag. Such tags are very useful in inventory management and logistics, because they can be used in order to track the movement and locations of large volumes of items in a cost effective way. This leads to massive streams of noisy data, which can be used in the context of a variety of data management and event processing algorithms. The use of RFID also has a number of privacy challenges associated with it, because a tag on an item being carried by a person, also becomes a unique location tag for that person. Therefore, methods need to to be designed to increase the privacy and security of RFID technology. This chapter will provide a broad overview and survey of a variety of RFID data management, mining and processing techniques. We will also discuss the privacy and security issues associated with the use of RFID technology.

Original languageEnglish (US)
Title of host publicationManaging and Mining Sensor Data
PublisherSpringer US
Pages349-382
Number of pages34
Volume9781461463092
ISBN (Electronic)9781461463092
ISBN (Print)1461463084, 9781461463085
DOIs
StatePublished - Jul 1 2013

Fingerprint

Radio frequency identification (RFID)
Information management
Processing
Logistics
Sensors
Costs

Keywords

  • RFID Data
  • RFID Mining

ASJC Scopus subject areas

  • Computer Science(all)

Cite this

Aggarwal, C. C., & Han, J. (2013). A survey of RFID data processing. In Managing and Mining Sensor Data (Vol. 9781461463092, pp. 349-382). Springer US. https://doi.org/10.1007/978-1-4614-6309-2_11

A survey of RFID data processing. / Aggarwal, Charu C.; Han, Jiawei.

Managing and Mining Sensor Data. Vol. 9781461463092 Springer US, 2013. p. 349-382.

Research output: Chapter in Book/Report/Conference proceedingChapter

Aggarwal, CC & Han, J 2013, A survey of RFID data processing. in Managing and Mining Sensor Data. vol. 9781461463092, Springer US, pp. 349-382. https://doi.org/10.1007/978-1-4614-6309-2_11
Aggarwal CC, Han J. A survey of RFID data processing. In Managing and Mining Sensor Data. Vol. 9781461463092. Springer US. 2013. p. 349-382 https://doi.org/10.1007/978-1-4614-6309-2_11
Aggarwal, Charu C. ; Han, Jiawei. / A survey of RFID data processing. Managing and Mining Sensor Data. Vol. 9781461463092 Springer US, 2013. pp. 349-382
@inbook{f2036ffb53de4230b3debd0c245bafdf,
title = "A survey of RFID data processing",
abstract = "Radio Frequency Identification (RFID) is a new technology which allows a sensor (reader) to read, from a distance, and without line of sight, a unique product identification code (EPC) associated with a tag. Such tags are very useful in inventory management and logistics, because they can be used in order to track the movement and locations of large volumes of items in a cost effective way. This leads to massive streams of noisy data, which can be used in the context of a variety of data management and event processing algorithms. The use of RFID also has a number of privacy challenges associated with it, because a tag on an item being carried by a person, also becomes a unique location tag for that person. Therefore, methods need to to be designed to increase the privacy and security of RFID technology. This chapter will provide a broad overview and survey of a variety of RFID data management, mining and processing techniques. We will also discuss the privacy and security issues associated with the use of RFID technology.",
keywords = "RFID Data, RFID Mining",
author = "Aggarwal, {Charu C.} and Jiawei Han",
year = "2013",
month = "7",
day = "1",
doi = "10.1007/978-1-4614-6309-2_11",
language = "English (US)",
isbn = "1461463084",
volume = "9781461463092",
pages = "349--382",
booktitle = "Managing and Mining Sensor Data",
publisher = "Springer US",

}

TY - CHAP

T1 - A survey of RFID data processing

AU - Aggarwal, Charu C.

AU - Han, Jiawei

PY - 2013/7/1

Y1 - 2013/7/1

N2 - Radio Frequency Identification (RFID) is a new technology which allows a sensor (reader) to read, from a distance, and without line of sight, a unique product identification code (EPC) associated with a tag. Such tags are very useful in inventory management and logistics, because they can be used in order to track the movement and locations of large volumes of items in a cost effective way. This leads to massive streams of noisy data, which can be used in the context of a variety of data management and event processing algorithms. The use of RFID also has a number of privacy challenges associated with it, because a tag on an item being carried by a person, also becomes a unique location tag for that person. Therefore, methods need to to be designed to increase the privacy and security of RFID technology. This chapter will provide a broad overview and survey of a variety of RFID data management, mining and processing techniques. We will also discuss the privacy and security issues associated with the use of RFID technology.

AB - Radio Frequency Identification (RFID) is a new technology which allows a sensor (reader) to read, from a distance, and without line of sight, a unique product identification code (EPC) associated with a tag. Such tags are very useful in inventory management and logistics, because they can be used in order to track the movement and locations of large volumes of items in a cost effective way. This leads to massive streams of noisy data, which can be used in the context of a variety of data management and event processing algorithms. The use of RFID also has a number of privacy challenges associated with it, because a tag on an item being carried by a person, also becomes a unique location tag for that person. Therefore, methods need to to be designed to increase the privacy and security of RFID technology. This chapter will provide a broad overview and survey of a variety of RFID data management, mining and processing techniques. We will also discuss the privacy and security issues associated with the use of RFID technology.

KW - RFID Data

KW - RFID Mining

UR - http://www.scopus.com/inward/record.url?scp=84906490094&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84906490094&partnerID=8YFLogxK

U2 - 10.1007/978-1-4614-6309-2_11

DO - 10.1007/978-1-4614-6309-2_11

M3 - Chapter

AN - SCOPUS:84906490094

SN - 1461463084

SN - 9781461463085

VL - 9781461463092

SP - 349

EP - 382

BT - Managing and Mining Sensor Data

PB - Springer US

ER -