An Efficient Single-Anchor Localization Method Using Ultra-Wide Bandwidth Systems

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.

[1]  Moe Z. Win,et al.  A Theoretical Foundation of Network Localization and Navigation , 2018, Proceedings of the IEEE.

[2]  Moe Z. Win,et al.  Network Operation Strategies for Efficient Localization and Navigation , 2018, Proceedings of the IEEE.

[3]  Moe Z. Win,et al.  Network localization and navigation via cooperation , 2011, IEEE Communications Magazine.

[4]  Moe Z. Win,et al.  Single-Anchor Localization and Synchronization of Full-Duplex Agents , 2019, IEEE Transactions on Communications.

[5]  Moe Z. Win,et al.  Soft Information for Localization-of-Things , 2019, Proceedings of the IEEE.

[6]  Fernando Seco Granja,et al.  Comparing Ubisense, BeSpoon, and DecaWave UWB Location Systems: Indoor Performance Analysis , 2017, IEEE Transactions on Instrumentation and Measurement.

[7]  Sachin Katti,et al.  SpotFi: Decimeter Level Localization Using WiFi , 2015, SIGCOMM.

[8]  Jianqing Fan,et al.  Variable Bandwidth and Local Linear Regression Smoothers , 1992 .

[9]  David R. Jackson,et al.  A TDOA Localization Method for Nonline-of-Sight Scenarios , 2019, IEEE Transactions on Antennas and Propagation.

[10]  Moe Z. Win,et al.  Cooperative Network Synchronization: Asymptotic Analysis , 2017, IEEE Transactions on Signal Processing.

[11]  Moe Z. Win,et al.  A Mathematical Model for Wideband Ranging , 2015, IEEE Journal of Selected Topics in Signal Processing.

[12]  Anil Misra,et al.  A Practical, Robust and Fast Method for Location Localization in Range-Based Systems , 2017, Sensors.

[13]  Aysun Coşkun,et al.  Hierarchical Fusion of Machine Learning Algorithms in Indoor Positioning and Localization , 2019, Applied Sciences.

[14]  Moe Z. Win,et al.  Soft Range Information for Network Localization , 2018, IEEE Transactions on Signal Processing.

[15]  Huadong Meng,et al.  Performance Limits and Geometric Properties of Array Localization , 2014, IEEE Transactions on Information Theory.

[16]  Hua Wang,et al.  Cooperative Joint Localization and Clock Synchronization Based on Gaussian Message Passing in Asynchronous Wireless Networks , 2016, IEEE Transactions on Vehicular Technology.

[17]  Erik G. Ström,et al.  Improved Position Estimation Using Hybrid TW-TOA and TDOA in Cooperative Networks , 2012, IEEE Transactions on Signal Processing.

[18]  Guowei Shi,et al.  Survey of Indoor Positioning Systems Based on Ultra-wideband (UWB) Technology , 2016 .

[19]  Gerhard Bauch,et al.  Enabling Situational Awareness in Millimeter Wave Massive MIMO Systems , 2019, IEEE Journal of Selected Topics in Signal Processing.

[20]  Moe Z. Win,et al.  A Computational Geometry Framework for Efficient Network Localization , 2018, IEEE Transactions on Information Theory.

[21]  Moe Z. Win,et al.  High-Accuracy Localization for Assisted Living: 5G systems will turn multipath channels from foe to friend , 2016, IEEE Signal Processing Magazine.

[22]  Moe Z. Win,et al.  Resource Management Games for Distributed Network Localization , 2017, IEEE Journal on Selected Areas in Communications.

[23]  Petar M. Djuric,et al.  Indoor Tracking: Theory, Methods, and Technologies , 2015, IEEE Transactions on Vehicular Technology.

[24]  Moe Z. Win,et al.  Efficient Multisensor Localization for the Internet of Things: Exploring a New Class of Scalable Localization Algorithms , 2018, IEEE Signal Processing Magazine.

[25]  Moe Z. Win,et al.  Mercury: An Infrastructure-Free System for Network Localization and Navigation , 2018, IEEE Transactions on Mobile Computing.

[26]  Fang Deng,et al.  A Novel Robust Trilateration Method Applied to Ultra-Wide Bandwidth Location Systems , 2017, Sensors.

[27]  Xiang-Yang Li,et al.  One More Tag Enables Fine-Grained RFID Localization and Tracking , 2018, IEEE/ACM Transactions on Networking.

[28]  L. Kulas,et al.  Single-Anchor Indoor Localization Using ESPAR Antenna , 2016, IEEE Antennas and Wireless Propagation Letters.

[29]  Moe Z. Win,et al.  Energy-Efficient Network Navigation Algorithms , 2015, IEEE Journal on Selected Areas in Communications.

[30]  Marcin Kolakowski,et al.  Improving Accuracy and Reliability of Bluetooth Low-Energy-Based Localization Systems Using Proximity Sensors , 2019, Applied Sciences.

[31]  Gianluigi Ferrari,et al.  UWB-based localization in large indoor scenarios: optimized placement of anchor nodes , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[32]  Ying Wu,et al.  Joint Spatiotemporal Multipath Mitigation in Large-Scale Array Localization , 2019, IEEE Transactions on Signal Processing.

[33]  Petros Spachos,et al.  RSSI-Based Indoor Localization With the Internet of Things , 2018, IEEE Access.