Multi-channel Two-Way Time of Flight Sensor Network Ranging

Two-way time of flight (ToF) ranging is one of the most interesting approaches for localization in wireless sensor networking since previous ToF ranging approaches using commercial off-the-shelf (COTS) devices have achieved good accuracy. The COTS-based approaches were, however, evaluated only in line-of-sight conditions. In this paper, we extend ToF ranging using multiple IEEE 802.15.4 channels. Our results demonstrate that with multiple channels we can achieve good accuracy even in non line-of-sight conditions. Furthermore, our measurements suggest that the variance between different channels serves as a good estimate of the accuracy of the measurements, which can be valuable information for applications that require localization information.

[1]  G.B. Giannakis,et al.  Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks , 2005, IEEE Signal Processing Magazine.

[2]  Jan M. Rabaey,et al.  An RF ToF Based Ranging Implementation for Sensor Networks , 2006, 2006 IEEE International Conference on Communications.

[3]  Martin Vossiek,et al.  Multi-Channel Distance Measurement With IEEE 802.15.4 (ZigBee) Devices , 2009, IEEE Journal of Selected Topics in Signal Processing.

[4]  Miklós Maróti,et al.  Radio interferometric geolocation , 2005, SenSys '05.

[5]  Ian F. Akyildiz,et al.  Wireless sensor networks , 2007 .

[6]  Federico Ferrari,et al.  Real-World Wireless Sensor Networks - Proceedings of the 5th International Workshop, REALWSN 2013, Como, Italy, September 19-20, 2013 , 2014, Lecture Notes in Electrical Engineering.

[7]  Neil M. White,et al.  A Two-Way Time of Flight Ranging Scheme for Wireless Sensor Networks , 2011, EWSN.

[8]  Kevin L. Priddy,et al.  Artificial Neural Networks: An Introduction (SPIE Tutorial Texts in Optical Engineering, Vol. TT68) , 2005 .

[9]  Kay Römer,et al.  Wireless sensor networks: a new regime for time synchronization , 2003, CCRV.

[10]  Kay Römer The Lighthouse Location System for Smart Dust , 2003, MobiSys '03.

[11]  Kaveh Pahlavan,et al.  Measurement and Modeling of Ultrawideband TOA-Based Ranging in Indoor Multipath Environments , 2009, IEEE Transactions on Vehicular Technology.

[12]  Andrea Zanella,et al.  An Experimental Study on IEEE 802.15.4 Multichannel Transmission to Improve RSSI-Based Service Performance , 2010, REALWSN.

[13]  Li Xiong,et al.  A selective model to suppress NLOS signals in angle-of-arrival (AOA) location estimation , 1998, Ninth IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (Cat. No.98TH8361).

[14]  Tarek F. Abdelzaher,et al.  Range-free localization schemes for large scale sensor networks , 2003, MobiCom '03.

[15]  Kai Li,et al.  A directionality based location discovery scheme for wireless sensor networks , 2002, WSNA '02.

[16]  Kevin L. Priddy,et al.  Artificial neural networks - an introduction , 2005, Tutorial text series.

[17]  Brian D. O. Anderson,et al.  Wireless sensor network localization techniques , 2007, Comput. Networks.

[18]  Roger Wattenhofer,et al.  SpiderBat: Augmenting wireless sensor networks with distance and angle information , 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks.

[19]  Jan M. Rabaey,et al.  Location in distributed ad-hoc wireless sensor networks , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[20]  Kristofer S. J. Pister,et al.  RF Time of Flight Ranging for Wireless Sensor Network Localization , 2006, 2006 International Workshop on Intelligent Solutions in Embedded Systems.

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

[22]  Kevin L. Priddy,et al.  Artificial Neural Networks: An Introduction (SPIE Tutorial Texts in Optical Engineering, Vol. TT68) , 2005 .

[23]  Utz Roedig,et al.  Combining Positioning and Communication Using UWB Transceivers , 2009, DCOSS.

[24]  Saipradeep Venkatraman,et al.  A novel ToA location algorithm using LoS range estimation for NLoS environments , 2004, IEEE Transactions on Vehicular Technology.