A Passive Source Localization System for IEEE 802.15.4 Signal
暂无分享,去创建一个
In this work, we provide a passive location monitoring system for IEEE 802.15.4 signal emitters. The system adopts software defined radio techniques to passively overhear IEEE 802.15.4 packets and to extract power information from baseband signals. In our system, we provide a new model based on the nonlinear regression for ranging. After obtaining distance information, a Weighted Centroid (WC) algorithm is adopted to locate users. In WC, each weight is inversely proportional to the nth power of propagation distance, and the degree n is obtained from some initial measurements. We evaluate our system in a 16m-18m area with complex indoor propagation conditions. We are able to achieve a median error of 2:1m with only 4 anchor nodes.
[1] Leslie Choong. Multi-Channel IEEE 802.15.4 Packet Capture Using Software Deflned Radio , 2009 .
[2] Dario Petri,et al. Accuracy of RSS-Based Centroid Localization Algorithms in an Indoor Environment , 2011, IEEE Transactions on Instrumentation and Measurement.
[3] Richard H. Byrd,et al. A Trust Region Algorithm for Nonlinearly Constrained Optimization , 1987 .