A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm

In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique ellip...

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Veröffentlicht in:Transactions of the Institute of Measurement and Control 2023-10, Vol.45 (14), p.2760-2770
Hauptverfasser: Iscan, Mehmet, Tas, Ali Ihsan, Gurkan, Berkay, Yilmaz, Cuneyt
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container_issue 14
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container_title Transactions of the Institute of Measurement and Control
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creator Iscan, Mehmet
Tas, Ali Ihsan
Gurkan, Berkay
Yilmaz, Cuneyt
description In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique elliptic trajectory formula for generating an original two-dimensional (2D) RSSI map to detect the maximum signal. An elliptic trajectory paves the way for splitting RSSI measurements into specific regions equally on this map in which any disturbance and noises are eliminated. The proposed method do not require any telemetry data or multiple receivers for antennas. The simulation results showed that the algorithm attained to 98 % accuracy with respect to the Global Positioning System (GPS)-based ones. In real-world experiments, it captures the first handshake signal within 6 seconds even when the unmanned aerial vehicle (UAV) positions are uncertain. Furthermore, it is demonstrated that this novel technique can provide a continuous tracking at high resolution with the error value of 0 . 135 ° and 0 . 148 ° in the elevation and azimuth axes, respectively, compared with the GPS-based one. In conclusion, the simulation and test studies indicated that the proposed method could achieve a higher precision tracking with its advantages against the former methods.
doi_str_mv 10.1177/01423312231170925
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subjects Algorithms
Directional antennas
Global positioning systems
GPS
Signal strength
Telemetry
Trajectories
Unmanned aerial vehicles
title A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm
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