TY - JOUR
T1 - Signal averaging for noise reduction in anesthesia monitoring and control with communication channels
AU - Tan, Zhi-Bin
AU - Wang, Le-Yi
AU - Wang, Hong
PY - 2009
Y1 - 2009
N2 - This paper investigates impact of noise and signal averaging on patient control in anesthesia applica-tions, especially in networked control system settings such as wireless connected systems, sensor networks, local area networks, or tele-medicine over a wide area network. Such systems involve communication channels which introduce noises due to quantization, channel noises, and have limited communication bandwidth resources. Usually signal averaging can be used effectively in reducing noise effects when remote monitoring and diagnosis are involved. However, when feedback is intended, we show that signal av-eraging will lose its utility substantially. To explain this phenomenon, we analyze stability margins under signal averaging and derive some optimal strategies for selecting window sizes. A typical case of anesthe-sia depth control problems is used in this develop-ment.
AB - This paper investigates impact of noise and signal averaging on patient control in anesthesia applica-tions, especially in networked control system settings such as wireless connected systems, sensor networks, local area networks, or tele-medicine over a wide area network. Such systems involve communication channels which introduce noises due to quantization, channel noises, and have limited communication bandwidth resources. Usually signal averaging can be used effectively in reducing noise effects when remote monitoring and diagnosis are involved. However, when feedback is intended, we show that signal av-eraging will lose its utility substantially. To explain this phenomenon, we analyze stability margins under signal averaging and derive some optimal strategies for selecting window sizes. A typical case of anesthe-sia depth control problems is used in this develop-ment.
UR - http://handle.uws.edu.au:8081/1959.7/532625
U2 - 10.4236/jbise.2009.27082
DO - 10.4236/jbise.2009.27082
M3 - Article
SN - 1937-6871
VL - 2
SP - 564
EP - 573
JO - Journal of Biomedical Science and Engineering
JF - Journal of Biomedical Science and Engineering
IS - 7
ER -