基于rssi的无线传感器网络定位算法的性能分析

Luigi Pormante, C. Rinaldi, Marco Santic, S. Tennina
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引用次数: 12

摘要

近年来,基于无线传感器网络(WSNs)的定位系统变得非常流行,位置感知是未来应用和通信系统的关键一步。提出了一种基于接收信号强度(RSS)测量的无线传感器网络定位算法。虽然所获得的定位精度与现有文献算法相当,但所提出的技术在计算能力较低的设备上可以实际实现,并且在实时使用中效率很高。我们验证了这些特性,并通过室内和室外控制场景以及配备家用设施的公寓提供的真实场景进行了广泛的实验测量,以研究可达到的精度,以增加残疾人的自主性。
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Performance analysis of a lightweight RSSI-based localization algorithm for Wireless Sensor Networks
Localization systems based on Wireless Sensor Networks (WSNs) have become very popular in recent years and location-awareness is a critical step for upcoming applications and communication systems. This paper presents a new localization algorithm through WSNs, which is based on Received Signal Strength (RSS) measurements. Although the localization accuracy obtained is comparable with existing literature algorithms, the proposed technique proves to be of practical implementation on devices with low computational capabilities as well as efficient in real-time usages. We verified such properties and investigated reachable precision through extensive experimental measurements on indoor and outdoor controlled scenarios, as well as on the real scenario offered by a flat equipped with domotic facilities to increase autonomy of people affected by disabilities.
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