Ultra-Wideband Angle of Arrival Estimation Based on Angle-Dependent Antenna Transfer Function

被引:13
|
作者
Ledergerber, Anton [1 ]
D'Andrea, Raffaello [1 ]
机构
[1] Swiss Fed Inst Technol, Inst Dynam Syst & Control, CH-8092 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
angle of arrival; direction of arrival; ultra-wideband; channel impulse response; antenna transfer function; localization; machine learning; neural network;
D O I
10.3390/s19204466
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Ultra-wideband radio signals are used in communication, indoor localization and radar systems, due to the high data rates, the high resilience to fading and the fine temporal resolution that can be achieved with a large bandwidth. This paper introduces a new method to estimate the angle of arrival of ultra-wideband radio signals with which existing time-of-flight based localization and radar systems can be augmented at no additional hardware cost. The method does not require multiple transmitter or receiver antennas, or relative motion between transmitter and receiver. Instead, it is solely based on the angle-dependent impulse response function of ultra-wideband antennas. Datasets on which the method is evaluated are publicly available. The method is further applied to a localization problem and it is shown how a robot can self-localize solely based on these angle of arrival estimates, and how they can be combined with time-of-flight measurements. Even though existing angle of arrival techniques that use multiple antennas show better accuracy, the method presented herein looks promising enough to be developed further and could potentially lead to electronically and mechanically simpler angle of arrival estimation technology.
引用
收藏
页数:21
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