An ultra-wide bandwidth-based range/GPS tight integration approach for relative positioning in vehicular ad hoc networks

Relative position awareness is a vital premise for the implementation of emerging intelligent transportation systems, such as collision warning. However, commercial global navigation satellite systems (GNSS) receivers do not satisfy the requirements of these applications. Fortunately, cooperative positioning (CP) techniques, through sharing the GNSS measurements between vehicles, can improve the performance of relative positioning in a vehicular ad hoc network (VANET). In this paper, while assuming there are no obstacles between vehicles, a new enhanced tightly coupled CP technique is presented by adding ultra-wide bandwidth (UWB)-based inter-vehicular range measurements. In the proposed CP method, each vehicle fuses the GPS measurements and the inter-vehicular range measurements. Based on analytical and experimental results, in the full GPS coverage environment, the new tight integration CP method outperforms the INS-aided tight CP method, tight CP method, and DGPS by 11%, 15%, and 24%, respectively; in the GPS outage scenario, the performance improvement achieves 60%, 65%, and 73%, respectively.

[1]  Shahrokh Valaee,et al.  Vehicular Node Localization Using Received-Signal-Strength Indicator , 2007, IEEE Transactions on Vehicular Technology.

[2]  Peter Teunissen,et al.  Instantaneous GPS/Galileo/QZSS/SBAS Attitude Determination: A Single-Frequency (L1/E1) Robustness Analysis under Constrained Environments , 2014 .

[3]  Chia-Chin Chong,et al.  NLOS Identification and Weighted Least-Squares Localization for UWB Systems Using Multipath Channel Statistics , 2008, EURASIP J. Adv. Signal Process..

[4]  Michele Grassi,et al.  Relative Navigation in LEO by Carrier-Phase Differential GPS with Intersatellite Ranging Augmentation , 2013 .

[5]  Chi Xu,et al.  Delay-Dependent Threshold Selection for UWB TOA Estimation , 2008, IEEE Communications Letters.

[6]  Shahrokh Valaee,et al.  Cooperative Vehicle Position Estimation , 2007, 2007 IEEE International Conference on Communications.

[7]  Moe Z. Win,et al.  The Effect of Cooperation on UWB-Based Positioning Systems Using Experimental Data , 2008, EURASIP J. Adv. Signal Process..

[8]  R. Olmon,et al.  Antenna–load interactions at optical frequencies: impedance matching to quantum systems , 2012, Nanotechnology.

[9]  Azzedine Boukerche,et al.  Vehicular Ad Hoc Networks: A New Challenge for Localization-Based Systems , 2008, Comput. Commun..

[10]  C. Richard Johnson,et al.  Differential GPS navigation , 1980 .

[11]  Nima Alam,et al.  A DSRC Doppler-Based Cooperative Positioning Enhancement for Vehicular Networks With GPS Availability , 2011, IEEE Transactions on Vehicular Technology.

[12]  Moe Z. Win,et al.  Cooperative Localization in Wireless Networks , 2009, Proceedings of the IEEE.

[13]  Tung Hai Ta,et al.  Development of real multi-GNSS positioning solutions and performance analyses , 2013, 2013 International Conference on Advanced Technologies for Communications (ATC 2013).

[14]  R.L. Moses,et al.  Locating the nodes: cooperative localization in wireless sensor networks , 2005, IEEE Signal Processing Magazine.

[15]  Jagoba Arias,et al.  Doppler Location Algorithm for Wireless Sensor Networks , 2004, International Conference on Wireless Networks.

[16]  Hassan A. Karimi,et al.  A Multi-Constellations Satellite Selection Algorithm for Integrated Global Navigation Satellite Systems , 2009, J. Intell. Transp. Syst..

[17]  Bradford W. Parkinson,et al.  The Effects of Local Ionospheric Decorrelation on LAAS: Theory and Experimental Results , 1999 .

[18]  Fei Xiang,et al.  Analysis on Stability of Binary Chaotic Pseudorandom Sequence , 2008, IEEE Communications Letters.

[19]  Mohamed R. Mahfouz,et al.  Recent trends and advances in UWB positioning , 2009, 2009 IEEE MTT-S International Microwave Workshop on Wireless Sensing, Local Positioning, and RFID.

[20]  Kyle O'Keefe,et al.  Ultra-wideband ranging precision and accuracy , 2009 .

[21]  Andreas F. Molisch,et al.  Ultrawideband propagation channels-theory, measurement, and modeling , 2005, IEEE Transactions on Vehicular Technology.

[22]  Abderrahim Benslimane Localization in Vehicular Ad Hoc Networks , 2005, 2005 Systems Communications (ICW'05, ICHSN'05, ICMCS'05, SENET'05).

[23]  Kyandoghere Kyamakya,et al.  NLOS detection algorithms for Ultra-Wideband localization , 2007, 2007 4th Workshop on Positioning, Navigation and Communication.

[24]  Otman A. Basir,et al.  Vehicular Collaborative Technique for Location Estimate Correction , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[25]  Benoit Denis,et al.  Impact of NLOS propagation upon ranging precision in UWB systems , 2003, IEEE Conference on Ultra Wideband Systems and Technologies, 2003.

[26]  Shahrokh Valaee,et al.  Robust Min-Max Localization Algorithm , 2006 .

[27]  Nima Alam,et al.  An INS-Aided Tight Integration Approach for Relative Positioning Enhancement in VANETs , 2013, IEEE Transactions on Intelligent Transportation Systems.

[28]  Peter Teunissen,et al.  Ambiguity resolution performance with GPS and BeiDou for LEO formation flying , 2014 .

[29]  Gaetano Giunta,et al.  Dynamic LOS/NLOS Statistical Discrimination of Wireless Mobile Channels , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[30]  R. Tatchikou,et al.  Cooperative vehicle collision avoidance using inter-vehicle packet forwarding , 2005, GLOBECOM '05. IEEE Global Telecommunications Conference, 2005..

[31]  Sanjiv Singh,et al.  A Robust Method of Localization and Mapping Using Only Range , 2008, ISER.

[32]  Relative Positioning Enhancement in VANETs: A Tight Integration Approach , 2013, IEEE Transactions on Intelligent Transportation Systems.

[33]  Cipriano Galindo,et al.  Application of UWB and GPS technologies for vehicle localization in combined indoor-outdoor environments , 2007, 2007 9th International Symposium on Signal Processing and Its Applications.

[34]  Yi Jiang,et al.  An Asymmetric Double Sided Two-Way Ranging for Crystal Offset , 2007, 2007 International Symposium on Signals, Systems and Electronics.

[35]  Y. Jiao,et al.  Multi-GNSS System Time Offset Determination and Its Effect on Positioning Performance , 2012 .

[36]  Lianfeng Shen,et al.  Vehicular node positioning based on Doppler-shifted frequency measurement on highway , 2009 .

[37]  Robert A. Scholtz,et al.  Ranging in a dense multipath environment using an UWB radio link , 2002, IEEE J. Sel. Areas Commun..

[38]  William R. Michalson,et al.  Impulse Radio UWB or Multicarrier UWB for Non-GPS Based Indoor Precise Positioning Systems , 2008 .

[39]  Asghar Tabatabaei Balaei,et al.  Range and Range-Rate Measurements Using DSRC: Facts and Challenges , 2009 .

[40]  Moe Z. Win,et al.  Ranging With Ultrawide Bandwidth Signals in Multipath Environments , 2009, Proceedings of the IEEE.