Abstract

Ultra-wideband technology has the merits of high temporal resolution and stability, and it has been widely used for high-accuracy localization and tracking. However, most ultra-wideband localization systems need multiple anchors for trilateration, which results in high system cost, large messages overhead, and insufficient extraction of information. In this paper, we propose a single-anchor localization (SAL) mehtod that achieves high-accuracy multi-agent localization with high efficiency. In the proposed method, the anchor broadcasts the first two messages and then each agent responds one message to the anchor (quasi-)simultaneously. Based on the received message with superpositioned agent responses, the time-of-flight and angle-of-arrival information from all agents to the anchor can be extracted altogether. We implement the localization system in two indoor environments, and show that the proposed method can achieve decimeter-level accuracy for multiple agents using three messages. Our method provides design guidelines for high-accuracy and high-efficiency multi-agent localization systems.

Highlights

  • Location-awareness technologies play an important role in many applications, such as logistics, autonomous vehicles, medical care, and smart factories [1,2,3,4]

  • Radio frequency (RF) signals are widely used for indoor localization, such as Bluetooth, Wi-Fi, and radio-frequency identification (RFID)-based localization systems [9,10,11,12]

  • We proposed a high-efficiency single-anchor localization (SAL) method, which serves multiple agents based on the single-anchor UWB system with minimum exchanges of signals

Read more

Summary

Introduction

Location-awareness technologies play an important role in many applications, such as logistics, autonomous vehicles, medical care, and smart factories [1,2,3,4]. This approach supports an unlimited number of agents as well as high update rates, and it enhances covertness because agents are not “visible” as they do not send signals These improved TDOA-based methods still require message collision avoidance techniques, which leads to low time efficiency. We propose an efficient SAL method using UWB systems, where the anchor is equipped with an antenna array for both range and angle estimations. In this method, the anchor initializes the measurement process by broadcasting the Init and Sync messages, and all agents send the Resp messages (quasi-)simultaneously according to a preset order.

Preliminary
Localization Protocol
Localization Algorithm
Reliable Response Detection
Phase Estimation
ML-Based Localization Algorithm
Experiment and Analysis
Experiment Settings
Performance Evaluation
Static test point
Tracking Performance
Time Consumption
Conclusions
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call