High precision hybrid RF and ultrasonic chirp-based ranging for low-power IoT nodes

被引:13
|
作者
Cox, Bert [1 ]
Van der Perre, Liesbet [1 ]
Wielandt, Stijn [2 ]
Ottoy, Geoffrey [1 ]
De Strycker, Lieven [1 ]
机构
[1] Katholieke Univ Leuven, ESAT DRAMCO Res Grp, Gebroeders De Smetstr 1, B-9000 Ghent, Belgium
[2] Lawrence Berkeley Natl Lab, Earth & Environm Sci Area, 1 Cyclotron Rd, Berkeley, CA 94720 USA
关键词
Ranging; Hybrid signaling; Ultra low-power electronics; Pulse compression; Acoustic signal processing;
D O I
10.1186/s13638-020-01795-1
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
Hybrid acoustic-RF systems offer excellent ranging accuracy, yet they typically come at a power consumption that is too high to meet the energy constraints of mobile IoT nodes. We combine pulse compression and synchronized wake-ups to achieve a ranging solution that limits the active time of the nodes to 1 ms. Hence, an ultra low-power consumption of 9.015 mu W for a single measurement is achieved. The operation time is estimated on 8.5 years on a CR2032 coin cell battery at a 1 Hz update rate, which is over 250 times larger than state-of-the-art RF-based positioning systems. Measurements based on a proof-of-concept hardware platform show median distance error values below 10 cm. Both simulations and measurements demonstrate that the accuracy is reduced at low signal-to-noise ratios and when reflections occur. We introduce three methods that enhance the distance measurements at a low extra processing power cost. Hence, we validate in realistic environments that the centimeter accuracy can be obtained within the energy budget of mobile devices and IoT nodes. The proposed hybrid signal ranging system can be extended to perform accurate, low-power indoor positioning.
引用
收藏
页数:24
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