擬似ドップラー方式による無線タグ測位システムの実験評価
Experimental Evaluation of a Pseudo-Doppler Direction-Finding System for Localizing Radio Tags
アンテナアレイと擬似ドップラー原理を用いて無線発信源の方位をほぼ瞬時に測定する低コストシステムを構築し、屋外でパーティクルフィルタと組み合わせて200m四方の初期推定から5m精度で無線タグを測位できることを示した。
著者: William E. Gerhard, Pratap Tokekar
分類: cs.RO
原文アブストラクト
We present the design of a radio antenna system for obtaining instantaneous bearing measurements towards a radio emitter. Our work is motivated by applications where robots are used for localizing and tracking radio-tagged wildlife. The traditional method is to use directional antennas that need to be rotated in order find the bearing which is time consuming. Instead, we present a low-cost system capable of finding bearing measurements almost instantaneously using an antenna array. This is particularly appealing for wildlife tracking with Unmanned Aerial Systems (UASs) where remaining stationary can be challenging and energy consuming, in addition to being slow. The proposed system uses existing open source hardware and software systems and leverages principles of pseudo Doppler direction-finding. The resulting system was tested in an anechoic chamber and in outdoor settings. The outdoor tests with particle filtering show that the resulting system is capable of localizing radio tags within 5 meter accuracy starting with an initial estimate of 200m x 200m.
