A Novel Joint RFID and Radar Sensor Network for Passive Localization: Design and Performance Bounds

被引:61
作者
Decarli, Nicolo [1 ]
Guidi, Francesco [1 ,2 ]
Dardari, Davide [1 ]
机构
[1] Univ Bologna, CNIT, DEI, I-40126 Bologna, Italy
[2] ENSTA ParisTech, F-91120 Palaiseau, France
关键词
RFID; radar; localization; position error bound; interference; clutter; UWB; MIMO RADAR; BACKSCATTERING; MODELS;
D O I
10.1109/JSTSP.2013.2287174
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Nowadays, passive and semi-passive wireless devices are increasing their appeal, particularly in the new scenario of the Internet of Things, thanks to their low complexity and low energy consumption. In this context, radio-frequency identification (RFID) and radar sensor networks (RSNs) are rising interest when the localization of (semi-) passive tags (without active transmitters) and moving passive objects is required. In this paper, we propose a novel network architecture capable of jointly localizing (semi-) passive tags and moving passive objects through the analysis of their backscattered response. The reciprocal interference in objects/tags localization arising from the signal variations caused by objects' and tags'movement is characterized. We present an analytical derivation, based on the Cramer-Rao bound, providing the theoretical localization accuracy of tags and passive objects. The proposed approach represents a fundamental design tool providing insights on how system parameters (power and signal format), network topology, interference, and network configuration (monostatic or multistatic) affect the localization performance.
引用
收藏
页码:80 / 95
页数:16
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