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Erschienen in: Wireless Personal Communications 4/2014

01.04.2014

Theoretical Limits for Time Delay Based Location Estimation in Cooperative Relay Networks

verfasst von: Gokhan Celik, Hasari Celebi

Erschienen in: Wireless Personal Communications | Ausgabe 4/2014

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Abstract

Node localization in wireless networks is crucial for supporting advanced location-based services and improving the performance of network algorithms such as routing schemes. In this paper, we study the fundamental limits for time delay based location estimation in cooperative relay networks. The theoretical limits are investigated by obtaining Cramer–Rao Lower Bound (CRLB) expressions for the unknown source location under different relaying strategies when the location of the destination is known and unknown. More specifically, the effects of amplify-and-forward and decode-and-forward relaying strategies on the location estimation accuracy are studied. Furthermore, the CRLB expressions are derived for the cases where the location of only source as well as both source and destination nodes are unknown considering the relays as reference nodes. In addition, the effects of the node topology on the location estimation accuracy of the source node are investigated. The results reveal that the relaying strategy at relay nodes, the number of relays, and the node topology can have significant impacts on the location accuracy of the source node. Additionally, knowing the location of the destination node is crucial for achieving accurate source localization in cooperative relay networks.

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Fußnoten
1
c is the speed of light.
 
2
Collinearity occurs when a relay node is located on the line between S and D nodes.
 
Literatur
1.
Zurück zum Zitat Wang, T., Cano, A., Giannakis, G. B., & Laneman, N. J. (2007). High-performance cooperative demodulation with decode-and-forward relays. IEEE Transactions on Communications, 55(7), 1427–1438.CrossRef Wang, T., Cano, A., Giannakis, G. B., & Laneman, N. J. (2007). High-performance cooperative demodulation with decode-and-forward relays. IEEE Transactions on Communications, 55(7), 1427–1438.CrossRef
2.
Zurück zum Zitat Laneman, N. J., Tse, D. N. C., & Wornell, G. W. (2004). Cooperative diversity in wireless networks: Efficient protocols and outage behavior. IEEE Transactions on Information Theory, 50(12), 3062–3080.CrossRefMathSciNet Laneman, N. J., Tse, D. N. C., & Wornell, G. W. (2004). Cooperative diversity in wireless networks: Efficient protocols and outage behavior. IEEE Transactions on Information Theory, 50(12), 3062–3080.CrossRefMathSciNet
3.
Zurück zum Zitat Cover, T. M., & El Gamal, A. A. (1979). Capacity theorems for the relay channel. IEEE Transaction on Information Theory, 25, 572–584.CrossRefMATH Cover, T. M., & El Gamal, A. A. (1979). Capacity theorems for the relay channel. IEEE Transaction on Information Theory, 25, 572–584.CrossRefMATH
4.
Zurück zum Zitat Celebi, H., Abdallah, M., Hussain, S. I., Qaraqe, K. A. & Alouini, M. S. (2010). Time of arrival based location estimation for cooperative relay networks. In Proceedings of the IEEE 21st international symposium on personal indoor and mobile radio communications (IEEE PIMRC) (pp. 872–877). Celebi, H., Abdallah, M., Hussain, S. I., Qaraqe, K. A. & Alouini, M. S. (2010). Time of arrival based location estimation for cooperative relay networks. In Proceedings of the IEEE 21st international symposium on personal indoor and mobile radio communications (IEEE PIMRC) (pp. 872–877).
5.
Zurück zum Zitat Gezici, S. (2008). A survey on wireless position estimation. Springer Wireless Personal Communications, Special Issue on Towards Global and Seamless Personal Navigation, 44(3), 263–282.CrossRef Gezici, S. (2008). A survey on wireless position estimation. Springer Wireless Personal Communications, Special Issue on Towards Global and Seamless Personal Navigation, 44(3), 263–282.CrossRef
6.
Zurück zum Zitat Qi, Y., Kobayashi, H., & Suda, H. (2006). On time-of-arrival positioning in a multipath environment. IEEE Transactions on Vehicular Technology, 55(5), 1516–1527.CrossRef Qi, Y., Kobayashi, H., & Suda, H. (2006). On time-of-arrival positioning in a multipath environment. IEEE Transactions on Vehicular Technology, 55(5), 1516–1527.CrossRef
7.
Zurück zum Zitat Qi, Y., Kobayashi, H., & Suda, H. (2006). Analysis of wireless geolocation in a non-line-of-sight environment. IEEE Transactions on Vehicular Technology, 5(3), 672–681. Qi, Y., Kobayashi, H., & Suda, H. (2006). Analysis of wireless geolocation in a non-line-of-sight environment. IEEE Transactions on Vehicular Technology, 5(3), 672–681.
8.
Zurück zum Zitat Qaraqe, K. A., Hussain, S. I., Celebi, H, Abdallah, M, & Alouini, M. S. (2010). An RSS based location estimation technique for cognitive relay networks. In Proceedings of the 3rd International Workshop on Cognitive Radio and Advanced Spectrum Management (CogART’10). Qaraqe, K. A., Hussain, S. I., Celebi, H, Abdallah, M, & Alouini, M. S. (2010). An RSS based location estimation technique for cognitive relay networks. In Proceedings of the 3rd International Workshop on Cognitive Radio and Advanced Spectrum Management (CogART’10).
9.
10.
Zurück zum Zitat Turin, G. L. (1960). An introduction to matched filters. IRE Transactions on Information Theory, IT–6(3), 311–329.CrossRefMathSciNet Turin, G. L. (1960). An introduction to matched filters. IRE Transactions on Information Theory, IT–6(3), 311–329.CrossRefMathSciNet
11.
Zurück zum Zitat Meyr, H., Moeneclaey, M., & Fechtel, S. A. (1998). Digital communication receivers: Synchronization, channel estimation and signal processing. New York: Wiley. Meyr, H., Moeneclaey, M., & Fechtel, S. A. (1998). Digital communication receivers: Synchronization, channel estimation and signal processing. New York: Wiley.
12.
Zurück zum Zitat Qi, Y. & Kobayashi, H. (2002). Cramer-Rao lower bound for geolocation in non-line-of-sight environment. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (pp. 2473–2476). Qi, Y. & Kobayashi, H. (2002). Cramer-Rao lower bound for geolocation in non-line-of-sight environment. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (pp. 2473–2476).
13.
Zurück zum Zitat Choi, Y. (2009). New form of block matrix inversion. In Proceedings of the IEEE/ASME International Conference on Advanced Intelligent, Mechatronics (pp. 1952–1957). Choi, Y. (2009). New form of block matrix inversion. In Proceedings of the IEEE/ASME International Conference on Advanced Intelligent, Mechatronics (pp. 1952–1957).
14.
Zurück zum Zitat Celebi, H. (2008). Location Awareness in Cognitive Radio Networks. Ph.D. Dissertation, University of South Florida. Celebi, H. (2008). Location Awareness in Cognitive Radio Networks. Ph.D. Dissertation, University of South Florida.
Metadaten
Titel
Theoretical Limits for Time Delay Based Location Estimation in Cooperative Relay Networks
verfasst von
Gokhan Celik
Hasari Celebi
Publikationsdatum
01.04.2014
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 4/2014
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-013-1475-3

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