DocumentCode
1383270
Title
Design of robust adaptive frequency hopping for wireless medical telemetry systems
Author
Park, Kyung-Joon ; Park, T.R. ; Schmitz, C.D. ; Sha, Lu
Author_Institution
Dept. of Comput. Sci., Univ. of Illinois, Urbana, IL, USA
Volume
4
Issue
2
fYear
2010
Firstpage
178
Lastpage
191
Abstract
The authors propose an adaptive frequency hopping (AFH) algorithm, entitled robust adaptive frequency hopping (RAFH), for providing increased reliability of a wireless medical telemetry system (WMTS) under coexistence environment with non-medical devices. The conventional AFH scheme classifies channels into `good` or `bad` according to the threshold-based on`off decision by packet error rate (PER) measurement, and only uses good channels with a uniform hop probability. Unlike the conventional AFH scheme, RAFH is a novel technique, which solves a constrained entropy maximisation problem and assigns every channel a different hop probability as a decreasing function of the measured PER. The key novelty of RAFH over existing AFH schemes is that it reflects the relative channel condition by assigning non-uniform hop probabilities. By adopting constrained entropy maximisation, RAFH not only improves the average PER, but also reduces the PER fluctuation over time under a dynamic interference environment, both of which increase the reliability of WMTS. Through extensive simulation, we show that RAFH outperforms basic frequency hopping (FH) and the conventional AFH with respect to the PER under various scenarios of dynamic interference.
Keywords
biomedical telemetry; maximum entropy methods; probability; telecommunication network reliability; PER measurement; WMTS reliability; basic frequency hopping; constrained entropy maximisation problem; conventional AFH; dynamic interference environment; packet error rate; robust adaptive frequency hopping; threshold-based on-off decision; uniform hop probability; wireless medical telemetry systems;
fLanguage
English
Journal_Title
Communications, IET
Publisher
iet
ISSN
1751-8628
Type
jour
DOI
10.1049/iet-com.2008.0693
Filename
5383645
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