Towards continuous asset tracking: Low-power communication and fail-safe presence assurance

Bernhard Firner, Prashant Jadhav, Yanyong Zhang, Richard Howard, Wade Trappe, Eitan Fenson

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Abstract

Asset tracking is an important application domain for wireless sensor networks. However, continuous tracking of a large number of items at the individual item level over a significant period of time is still not feasible. There are two main obstacles. The first is the need for efficient, lowpower communication protocols. Many current protocols employ energy-expensive methods to achieve reliable communication for arbitrary traffic situations. Such protocols are not suitable for continuous asset tracking applications. The second challenge is the lack of a robust presence detection algorithm that can differentiate packet losses caused by a missing item from packet losses caused by the ambient radio environment. In this paper, we designed a simple communication protocol, Uni-HB, and demonstrated it can lead to longer system lifetime and higher communication reliability than several popular protocols. We also devised two robust detection algorithms that can yield low false alarm rates while achieving timely loss notification. We took an experimental approach, and evaluated protocols on a generic embedded hardware platform that has an similar architecture to motes. We also derived analytical models to validate our experimental measurements.

Original languageEnglish (US)
Title of host publication2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009
DOIs
StatePublished - Nov 20 2009
Event6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009 - Rome, Italy
Duration: Jun 22 2009Jun 26 2009

Publication series

Name2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009

Other

Other6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009
CountryItaly
CityRome
Period6/22/096/26/09

Fingerprint

Network protocols
Communication
Packet loss
Computer hardware
Wireless sensor networks
Analytical models

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Firner, B., Jadhav, P., Zhang, Y., Howard, R., Trappe, W., & Fenson, E. (2009). Towards continuous asset tracking: Low-power communication and fail-safe presence assurance. In 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009 [5168979] (2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009). https://doi.org/10.1109/SAHCN.2009.5168979
Firner, Bernhard ; Jadhav, Prashant ; Zhang, Yanyong ; Howard, Richard ; Trappe, Wade ; Fenson, Eitan. / Towards continuous asset tracking : Low-power communication and fail-safe presence assurance. 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009. 2009. (2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009).
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abstract = "Asset tracking is an important application domain for wireless sensor networks. However, continuous tracking of a large number of items at the individual item level over a significant period of time is still not feasible. There are two main obstacles. The first is the need for efficient, lowpower communication protocols. Many current protocols employ energy-expensive methods to achieve reliable communication for arbitrary traffic situations. Such protocols are not suitable for continuous asset tracking applications. The second challenge is the lack of a robust presence detection algorithm that can differentiate packet losses caused by a missing item from packet losses caused by the ambient radio environment. In this paper, we designed a simple communication protocol, Uni-HB, and demonstrated it can lead to longer system lifetime and higher communication reliability than several popular protocols. We also devised two robust detection algorithms that can yield low false alarm rates while achieving timely loss notification. We took an experimental approach, and evaluated protocols on a generic embedded hardware platform that has an similar architecture to motes. We also derived analytical models to validate our experimental measurements.",
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Firner, B, Jadhav, P, Zhang, Y, Howard, R, Trappe, W & Fenson, E 2009, Towards continuous asset tracking: Low-power communication and fail-safe presence assurance. in 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009., 5168979, 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009, 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009, Rome, Italy, 6/22/09. https://doi.org/10.1109/SAHCN.2009.5168979

Towards continuous asset tracking : Low-power communication and fail-safe presence assurance. / Firner, Bernhard; Jadhav, Prashant; Zhang, Yanyong; Howard, Richard; Trappe, Wade; Fenson, Eitan.

2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009. 2009. 5168979 (2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Firner B, Jadhav P, Zhang Y, Howard R, Trappe W, Fenson E. Towards continuous asset tracking: Low-power communication and fail-safe presence assurance. In 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009. 2009. 5168979. (2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2009). https://doi.org/10.1109/SAHCN.2009.5168979