ABSTRACT
We present a distance estimation technique based on ultra-wideband time-of-arrival measurements and assess it with IEEE 802.15.4-2011 devices by Decawave. Experiments show that our technique is about 30 times faster than Decawave's out-of-the-box solution, which can be exploited to improve the precision by one order of magnitude.
- Standard for local and metropolitan area networks-Part 15.4: Low-Rate Wireless Personal Area Networks. IEEE Std 802.15.4, Sep. 2011.Google Scholar
- K. Al Nuaimi and H. Kamel. A survey of indoor positioning systems and algorithms. In Proc. IEEE Int. Conf. on Innovations in Information Technology (IIT), pages 185--190, 2011.Google ScholarCross Ref
- A. Alarifi, A. Al-Salman, M. Alsaleh, A. Alnafessah, S. Al-Hadhrami, M. Al-Ammar, and H. Al-Khalifa. Ultra wideband indoor positioning technologies: Analysis and recent advances. Sensors, 16(5):707, 2016.Google ScholarCross Ref
- K. Balac, M. Akhmedov, M. Prevostini, and M. Malek. Topology optimization of wireless localization networks. In Proc. European Wireless, 2016.Google Scholar
- J. Chóliz, M. Eguizabal, Á. Hernández-Solana, and A. Valdovinos. Comparison of algorithms for UWB indoor location and tracking systems. In Proc. IEEE Int. Conf. on Vehicular Technology Conference (VTC), pages 1--5, 2011.Google ScholarCross Ref
- J. Collin, O. Mezentsev, G. Lachapelle, et al. Indoor positioning system using accelerometry and high accuracy heading sensors. In Proc. ION GPS/GNSS Conf., pages 9--12, 2003.Google Scholar
- DecaWave. APS013 Application Note: The Implementation of Two-way Ranging with the DW1000, Version 2.2. Technical report, 2015.Google Scholar
- DecaWave. DW1000 User Manual: How to Use, Configure and Program the DW1000 UWB Transceiver, Version 2.05. Technical report, 2015.Google Scholar
- DecaWave. APS014 Application Note: Antenna Delay Calibration of DW1000 Based Products and Systems, Version 1.2. Technical report, 2018.Google Scholar
- A. Duru, E. cS ehirli, and .I. Kabalci. Ultra-wideband positioning system using TWR and lateration methods. In Proc. ACM Int. Conf. Eng. & MIS, page 58, 2018.Google ScholarDigital Library
- W. Gerok, J. Peissig, and T. Kaiser. TDOA assisted RSSD localization in UWB. In Proc. IEEE Workshop on Positioning, Navigation and Communication, pages 196--200, 2012.Google ScholarCross Ref
- F. Hartmann, C. Enders, and W. Stork. Ranging errors in uwb networks and their detectability. In Proc. IEEE Int. Conf. on Telecommunications and Signal Processing (TSP), pages 194--198, 2016.Google ScholarCross Ref
- M. Hedley and Q. Zhai. Wireless sensor network using hybrid tdoa/rss tracking of uncooperative targets. In Proc. IEEE Int. Symp. on Wireless Personal Multimedia Communications (WPMC), pages 385--390, 2014.Google ScholarCross Ref
- K. A. Horváth, G. Ill, and Á. Milánkovich. Passive extended double-sided two-way ranging algorithm for UWB positioning. In Proc. IEEE Int. Conf. on Ubiquitous and Future Networks (ICUFN), pages 482--487. IEEE, 2017.Google ScholarCross Ref
- F. Ijaz, H. K. Yang, A. W. Ahmad, and C. Lee. Indoor positioning: A review of indoor ultrasonic positioning systems. In Proc. IEEE Int. Conf. on Advanced Communications Technology (ICACT), pages 1146--1150, 2013.Google Scholar
- G. Jekabsons, V. Kairish, and V. Zuravlyov. An analysis of Wi-Fi based indoor positioning accuracy. Scientific Journal of Riga Technical University, 44(1):131--137, 2011.Google ScholarCross Ref
- A. R. Jiménez and F. Seco. Comparing decawave and bespoon uwb location systems: Indoor/outdoor performance analysis. In Proc. IEEE Int. Conf. on Indoor Positioning and Indoor Navigation (IPIN), pages 1--8, 2016.Google ScholarCross Ref
- Joon-Yong Lee and R. A. Scholtz. Ranging in a dense multipath environment using an uwb radio link. IEEE Journal on Selected Areas in Communications, 20(9):1677--1683, Dec 2002.Google ScholarDigital Library
- J. Ko et al. Target tracking algorithms for UWB radar network. In Proc. IEEE Int. Conf. Radioelektronika, pages 319--324, 2016.Google Scholar
- M. Laaraiedh, S. Avrillon, and B. Uguen. Hybrid data fusion techniques for localization in UWB networks. In Proc. IEEE Workshop on Positioning, Navigation and Communication, pages 51--57, 2009.Google ScholarCross Ref
- D. Macii, A. Colombo, P. Pivato, and D. Fontanelli. A data fusion technique for wireless ranging performance improvement. IEEE Trans. Instrumentation and Measurement, 62(1):27--37, 2013.Google ScholarCross Ref
- M. Malajner, P. Planinvs ivc, and D. Gleich. UWB ranging accuracy. In Proc. IEEE Int. Conf. on Systems, Signals and Image Processing (IWSSIP), pages 61--64, 2015.Google ScholarCross Ref
- R. Mautz. Indoor positioning technologies. Technical report, ETH Zurich, Department of Civil, Environmental and Geomatic Engineering, 2012.Google Scholar
- D. Neuhold, J. F. Schmidt, C. Bettstetter, J. Klaue, and D. Schupke. Experiments with UWB aircraft sensor networks. In Proc. IEEE INFOCOM Workshops, San Francisco, CA, Apr. 2016.Google ScholarCross Ref
- D. Neuhold, J. F. Schmidt, C. Bettstetter, J. Sebald, and J. Klaue. UWB connectivity inside a space launch vehicle. In Proc. European Wireless, Aarhus, Denmark, May 2019.Google Scholar
- D. Neuhold, J. F. Schmidt, J. Klaue, D. Schupke, and C. Bettstetter. Experimental study of packet loss in a UWB sensor network for aircraft. In Proc. ACM Intern. Conf. on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), pages 137--142, Miami Beach, FL, USA, Nov. 2017.Google ScholarDigital Library
- L. Oliveira, C. Di Franco, T. E. Abrudan, and L. Almeida. Fusing time-of-flight and received signal strength for adaptive radio-frequency ranging. In Proc. IEEE Int. Conf. on Advanced Robotics (ICAR), pages 1--6, 2013.Google ScholarCross Ref
- A. R. J. Ruiz and F. S. Granja. Comparing ubisense, bespoon, and decawave uwb location systems: Indoor performance analysis. IEEE Trans. Instrumentation and Measurement, 66(8):2106--2117, 2017.Google ScholarCross Ref
- C. L. Sang, M. Adams, T. Hörmann, M. Hesse, M. Porrmann, and U. Rückert. An analytical study of time of flight error estimation in two-way ranging methods. In Proc. IEEE Int. Conf. Indoor Pos. and Indoor Navigation (IPIN), pages 1--8, 2018.Google ScholarCross Ref
- J. Sidorenkoab, V. Schatza, N. Scherer-Negenborna, M. Arensa, and U. Hugentobler. Decawave UWB clock drift correction and powerself-calibration. ArXiv preprint: 1902.11085, 2019.Google Scholar
- B. Silva, Z. Pang, J. Åkerberg, J. Neander, and G. Hancke. Experimental study of uwb-based high precision localization for industrial applications. In Proc. IEEE Int. Conf. on Ultra-WideBand (ICUWB), pages 280--285, 2014.Google ScholarCross Ref
- Z. Song, G. Jiang, and C. Huang. A survey on indoor positioning technologies. In Proc. Int. Conf. on Theoretical and Mathematical Foundations of Computer Science, pages 198--206. Springer, 2011.Google ScholarCross Ref
- S. Tewes, L. Schwoerer, and P. Bosselmann. Designing a basic IR-UWB-RTLS-raw-data position estimation utilizing TWR. In Proc. Int. Conf. on European Conference on Smart Objects, Systems and Technologies (Smart SysTech), 2017.Google Scholar
- J. Wang, A. K. Raja, and Z. Pang. Prototyping and experimental comparison of IR-UWB based high precision localization technologies. In Proc. IEEE Int. Conf. on on Ubiquitous Intelligence and Computing and IEEE Int. Conf. on Autonomic and Trusted Computing and Proc. IEEE Int. Conf. on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), pages 1187--1192, 2015.Google Scholar
- G. Xinzhe, S. Guo, Q. Chen, and L. Han. A new calibration method of UWB antenna delay based on the ADS-TWR. In Proc. IEEE Chinese Control Conference (CCC), 2018.Google Scholar
- A. Yassin, Y. Nasser, M. Awad, A. Al-Dubai, R. Liu, C. Yuen, R. Raulefs, and E. Aboutanios. Recent advances in indoor localization: A survey on theoretical approaches and applications. IEEE Communications Surveys & Tutorials, 19(2):1327--1346, 2016.Google ScholarDigital Library
- F. Zafari, A. Gkelias, and K. K. Leung. A survey of indoor localization systems and technologies. IEEE Communications Surveys & Tutorials, (1), 2019.Google Scholar
Index Terms
- HiPR: High-Precision UWB Ranging for Sensor Networks
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