Theoretical modeling of wireless body area networks ranging errors based on RSSI

Jihad Hamieh, Ali Hamieh, A. Hamie, A. Ahmad-Kassem, A. Skaiky
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Abstract

Wireless Body Area Networks (WBANs) have been subject to important research efforts for the past years. They are indeed expected to fulfil the needs of a variety of emerging human centric applications at very low cost and ultra-low power (e.g. healthcare, wellness, security, sports, gaming). Even more recently these networks have been considered for radiolocation purposes (i.e. out of transmitted signals on and around the body). This new localization add-on is rather based on the estimation of the separating distance between the WBANs devices, based on radio technologies such as Narrow-Band (N-B) and/or even Impulse Radio-Ultra Wideband (IR-UWB). In this context we present herein a theoretical modeling of Wireless Body Area Networks (WBANs) ranging errors based on Received Signal Strength Indicator (RSSI). This model consists in applying a Cramer Rao Lower Bound (CRLB) expression for discussions, but using recent experimental channel model parameters (i.e. path loss and shadowing parameters) obtained over Off-body links, which have been specified in the ISM band at 2.45 GHz.
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基于RSSI的无线体域网络测距误差理论建模
无线体域网络(wban)是近年来研究的重点。它们确实有望以极低的成本和超低的功耗满足各种新兴的以人为中心的应用程序的需求(例如医疗保健、健康、安全、体育、游戏)。甚至在最近,这些网络已被考虑用于无线电定位目的(即在身体上和周围传输信号)。这种新的定位附加组件是基于对wban设备之间分离距离的估计,基于诸如窄带(N-B)和/或甚至脉冲无线电超宽带(IR-UWB)等无线电技术。在此背景下,我们提出了一个基于接收信号强度指示器(RSSI)的无线体域网络(wban)测距误差的理论模型。该模型包括应用Cramer Rao下界(CRLB)表达式进行讨论,但使用最近在离体链路上获得的实验信道模型参数(即路径损耗和阴影参数),这些参数已在2.45 GHz的ISM频段中指定。
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