Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems

Kritchai Witheephanich; Juan M. Escaño; Martin J. Hayes

doi:10.1109/acc.2010.5531408

Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems

Kritchai Witheephanich, Juan M. Escaño, Martin J. Hayes

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Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper develops an explicit generalised predictive control (GPC) strategy for a wireless sensor network (WSN) power control problem that addresses practical constraints typically posed by an ambulatory healthcare problem scenario. An explicit solution of the particular GPC problem that arises facilitates the implementation of traditional on-line optimisation control strategies on a commercial sensor node platform with limited computational performance. The problem is shown to reduce to the evaluation of a piecewise linear function that can offer good performance with existing Mote type devices. The control law is validated experimentally against a number of existing strategies using a scaled, fully IEEE 802.15.4 compliant, testbed that emulates a selection of realistic wireless healthcare scenarios.

Original language	English
Title of host publication	Proceedings of the 2010 American Control Conference, ACC 2010
Publisher	IEEE Computer Society
Pages	1856-1861
Number of pages	6
ISBN (Print)	9781424474264
DOIs	https://doi.org/10.1109/acc.2010.5531408
Publication status	Published - 2010

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Name	Proceedings of the 2010 American Control Conference, ACC 2010

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Witheephanich, K., Escaño, J. M., & Hayes, M. J. (2010). Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems. In Proceedings of the 2010 American Control Conference, ACC 2010 (pp. 1856-1861). Article 5531408 (Proceedings of the 2010 American Control Conference, ACC 2010). IEEE Computer Society. https://doi.org/10.1109/acc.2010.5531408

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title = "Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems",

abstract = "This paper develops an explicit generalised predictive control (GPC) strategy for a wireless sensor network (WSN) power control problem that addresses practical constraints typically posed by an ambulatory healthcare problem scenario. An explicit solution of the particular GPC problem that arises facilitates the implementation of traditional on-line optimisation control strategies on a commercial sensor node platform with limited computational performance. The problem is shown to reduce to the evaluation of a piecewise linear function that can offer good performance with existing Mote type devices. The control law is validated experimentally against a number of existing strategies using a scaled, fully IEEE 802.15.4 compliant, testbed that emulates a selection of realistic wireless healthcare scenarios.",

author = "Kritchai Witheephanich and Esca{\~n}o, {Juan M.} and Hayes, {Martin J.}",

year = "2010",

doi = "10.1109/acc.2010.5531408",

language = "English",

isbn = "9781424474264",

series = "Proceedings of the 2010 American Control Conference, ACC 2010",

publisher = "IEEE Computer Society",

pages = "1856--1861",

booktitle = "Proceedings of the 2010 American Control Conference, ACC 2010",

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Witheephanich, K, Escaño, JM & Hayes, MJ 2010, Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems. in Proceedings of the 2010 American Control Conference, ACC 2010., 5531408, Proceedings of the 2010 American Control Conference, ACC 2010, IEEE Computer Society, pp. 1856-1861. https://doi.org/10.1109/acc.2010.5531408

Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems. / Witheephanich, Kritchai; Escaño, Juan M.; Hayes, Martin J.
Proceedings of the 2010 American Control Conference, ACC 2010. IEEE Computer Society, 2010. p. 1856-1861 5531408 (Proceedings of the 2010 American Control Conference, ACC 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - This paper develops an explicit generalised predictive control (GPC) strategy for a wireless sensor network (WSN) power control problem that addresses practical constraints typically posed by an ambulatory healthcare problem scenario. An explicit solution of the particular GPC problem that arises facilitates the implementation of traditional on-line optimisation control strategies on a commercial sensor node platform with limited computational performance. The problem is shown to reduce to the evaluation of a piecewise linear function that can offer good performance with existing Mote type devices. The control law is validated experimentally against a number of existing strategies using a scaled, fully IEEE 802.15.4 compliant, testbed that emulates a selection of realistic wireless healthcare scenarios.

AB - This paper develops an explicit generalised predictive control (GPC) strategy for a wireless sensor network (WSN) power control problem that addresses practical constraints typically posed by an ambulatory healthcare problem scenario. An explicit solution of the particular GPC problem that arises facilitates the implementation of traditional on-line optimisation control strategies on a commercial sensor node platform with limited computational performance. The problem is shown to reduce to the evaluation of a piecewise linear function that can offer good performance with existing Mote type devices. The control law is validated experimentally against a number of existing strategies using a scaled, fully IEEE 802.15.4 compliant, testbed that emulates a selection of realistic wireless healthcare scenarios.

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Witheephanich K, Escaño JM, Hayes MJ. Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems. In Proceedings of the 2010 American Control Conference, ACC 2010. IEEE Computer Society. 2010. p. 1856-1861. 5531408. (Proceedings of the 2010 American Control Conference, ACC 2010). doi: 10.1109/acc.2010.5531408

Explicitly constrained generalised predictive control strategies for power management in ambulatory wireless sensor network systems

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