Measuring Received Signal Strength of UWB Chaotic Radio Pulses for Ranging and Positioning

被引:2
|
作者
Efremova, Elena V. [1 ]
Kuzmin, Lev V. [1 ]
Itskov, Vadim V. [1 ]
机构
[1] RAS, Kotelnikov Inst Radioengn & Elect, Mokhovaya St 11-7, Moscow 125009, Russia
关键词
ultra-wideband wireless networks; ultra-wideband signals; chaotic signals; wireless microwave ranging; 2D positioning; wireless localization; DISTANCE MEASUREMENT; LOCALIZATION; PROPAGATION; SYNCHRONIZATION; NETWORKS; RADAR; POWER;
D O I
10.3390/electronics12214425
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The use of ultra-wideband (UWB) signals for local positioning is very attractive for practice, because such signals have the potential to provide centimeter precision. In this paper, we consider wireless ranging (distance measurement) and positioning, using one of the kinds of UWB signals, i.e., chaotic radio pulses, which are noise-like signals with no constant shape. The distance measurement is based on an assessment in the receiver of the power of UWB chaotic radio pulses emitted by the transmitter. A new method for estimating their power and its experimental implementation is proposed and described. Experimental layouts of the transmitter and receiver and the principles of their operation are described. To determine the main features of this method under real signal propagation conditions, full-scale indoor measurements were carried out, and statistical estimates of the accuracy were made. We present the results of experimental testing of the proposed approach for positioning the emitter relative to a system of anchors in an office space 6 x 6.5 m2 in the mode of measuring object coordinates on a line and on a plane. The mean absolute error (MAE) of distance measurement (1D) was 25 cm, and the root mean squared error (RMSE) was 39 cm. When positioning on a plane (2D), the MAE of coordinate estimation was 34 cm and the RMSE was 42 cm. The proposed distance measurement method is intended for use in wireless UWB transceivers used in wireless sensor networks.
引用
收藏
页数:27
相关论文
共 50 条
  • [21] Modeling and Mitigating Noise and Nuisance Parameters in Received Signal Strength Positioning
    Martin, Richard K.
    King, Amanda Sue
    Pennington, Jason R.
    Thomas, Ryan W.
    Lenahan, Russell
    Lawyer, Cody
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (10) : 5451 - 5463
  • [22] TOA Estimation in IR UWB Ranging with Energy Detection Receiver Using Received Signal Characteristics
    Liu, Wenyan
    Ding, Hong
    Huang, Xiaotao
    Liu, Zelong
    IEEE COMMUNICATIONS LETTERS, 2012, 16 (05) : 738 - 741
  • [23] An Accurate Ranging Algorithm Based on Received Signal Strength in Visible Light Communication
    Amini, Changeez
    Azmi, Paeiz
    Kashef, Seyed Sadra
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2021, 39 (14) : 4654 - 4660
  • [24] Statistical Positioning Quality Metrics for Common Received Signal Strength-Based Positioning Techniques
    Gunia, Marco
    Lu, Yibo
    Joram, Niko
    Ellinger, Frank
    IEEE SENSORS JOURNAL, 2019, 19 (23) : 11377 - 11395
  • [25] RADIO SOURCE LOCALIZATION USING RECEIVED SIGNAL STRENGTH IN A MULTIPATH ENVIRONMENT
    Sun, Shuai
    Wang, Xuezhi
    Moran, Bill
    Al-Hourani, Akram
    Rowe, Wayne S. T.
    2019 22ND INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2019), 2019,
  • [26] Analysis of TOA Estimation Using the Received Signal Characteristics in IR UWB Ranging with Energy Detection Receiver
    Liu, Wenyan
    Ding, Hong
    Huang, Xiaotao
    Liu, Zelong
    2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2012), 2012,
  • [27] Received signal strength based positioning for multiple nodes in wireless sensor networks
    Lin, Lanxin
    So, H. C.
    Chan, Y. T.
    DIGITAL SIGNAL PROCESSING, 2014, 25 : 41 - 50
  • [28] Received Signal Strength-Based Robust Positioning System in Corridor Environment
    Shin, Beomju
    Lee, Jung Ho
    Yu, Changsoo
    Kyung, Hankyeol
    Lee, Taikjin
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [29] Accuracy Evaluation of Indoor Positioning by Received Signal Strength using Deep Learning
    Narita, Yuma
    Lu, Shan
    Kamabe, Hiroshi
    2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022,
  • [30] Outdoor positioning system using received signal strength indicator based on reliability
    Li, Bingjun
    Ishizuka, Ryo
    Wang, Kaidi
    Tateno, Shigeyuki
    2021 60TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2021, : 1506 - 1511