Cramer-rao bounds for joint RSS/DoA-based primary-user localization in cognitive radio networks

IEEE Transactions on Wireless Communications

Volumn 12, Issue 3, 2013, Pages 1363-1375

  Wang, Jun ^a   Chen, Jianshu ^a   Cabric, Danijela ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Cognitive radio; Cramer Rao bounds; localization

Indexed keywords

COGNITIVE RADIO NETWORK; CORRELATION DISTANCE; CRAMER-RAO BOUND (CRB); DIRECTIONOF-ARRIVAL (DOA); LOCALIZATION; LOCALIZATION ALGORITHM; LOCATION-AWARE ROUTING; NUMERICAL INTEGRATIONS;

ALGORITHMS; COGNITIVE RADIO; DIRECTION OF ARRIVAL; MATHEMATICAL MODELS;

CRAMER-RAO BOUNDS;

EID: 84875588871     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2013.012513.120966     Document Type: Article

References (26)

1. J. Mitola and G. Maguire, "Cognitive radio: making software radios more personal," IEEE Personal Commun., vol. 6, no. 4, pp. 13-18, Aug. 1999.
2. S. Haykin, "Cognitive radio: brain-empowered wireless communications," IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005. (Pubitemid 40245487)
3. H. Celebi and H. Arslan, "Utilization of location information in cognitive wireless networks," IEEE Wireless Commun. Mag., vol. 14, no. 4, pp. 6-13, Aug. 2007. (Pubitemid 47397727)
4. N. Patwari, J. Ash, S. Kyperountas, A. Hero, R. Moses, and N. Correal, "Locating the nodes: cooperative localization in wireless sensor networks," IEEE Signal Process. Mag., vol. 22, no. 4, pp. 54-69, July 2005. (Pubitemid 41009634)
5. E. Kaplan and C. Hegarty, Understanding GPS: Principles and Applications. Artech House, 2005.
6. J. Wang, P. Urriza, Y. Han, and D. Cabric, "Weighted centroid localization algorithm: theoretical analysis and distributed implementation," IEEE Trans. Wireless Commun., vol. 10, no. 10, pp. 3403-3413, Oct. 2011.
7. M. Gavish and A. Weiss, "Performance analysis of bearing-only target location algorithms," IEEE Trans. Aerosp. Electron. Syst., vol. 28, no. 3, pp. 817-828, July 1992.
8. R. Stansfield, "Statistical theory of d.f. fixing," J. Inst. Electr. Eng., vol. 94, no. 15, pp. 762-770, Mar. 1947.
9. P. Stoica and N. Arye, "Music, maximum likelihood, and Cramer-Rao bound," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 5, pp. 720-741, May 1989.
10. V. Savic, A. Athalye, M. Bolic, and P. Djuric, "Particle filtering for indoor RFID tag tracking," in Proc. 2011 IEEE Statistical Signal Process. Workshop, pp. 193-196.
11. N. Patwari and P. Agrawal, "Effects of correlated shadowing: connectivity, localization, and RF tomography," in Proc. 2008 ACM/IEEE IPSN, pp. 82-93.
12. F. Gustafsson and F. Gunnarsson, "Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements," IEEE Signal Process. Mag., vol. 22, no. 4, pp. 41-53, July 2005. (Pubitemid 41009633)
13. J. Ash and R. Moses, "On the relative and absolute positioning errors in self-localization systems," IEEE Trans. Signal Process., vol. 56, no. 11, pp. 5668-5679, Nov. 2008.
14. C. Seow and S. Tan, "Non-line-of-sight localization in multipath environments," IEEE Trans. Mobile Comput., vol. 7, no. 5, pp. 647-660, May 2008. (Pubitemid 351454010)
15. R. Vaghefi, M. Gholami, and E. Strom, "Bearing-only target localization with uncertainties in observer position," in Proc. 2010 IEEE PIMRC, pp. 238-242.
16. Y. Fu and Z. Tian, "Cramer-Rao bounds for hybrid TOA/DOA-based location estimation in sensor networks," IEEE Signal Process. Lett., vol. 16, no. 8, pp. 655-658, Aug. 2009.
17. F. Penna and D. Cabric, "Bounds and tradeoffs for cooperative DOAonly localization of primary users," in Proc. 2011 IEEE GLOBECOM, pp. 1-5.
18. Y. Qi, H. Kobayashi, and H. Suda, "Analysis of wireless geolocation in a non-line-of-sight environment," IEEE Trans. Wireless Commun., vol. 5, no. 3, pp. 672-681, Mar. 2006.
19. R. Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. Antennas Propag., vol. 34, no. 3, pp. 276-280, Mar. 1986. (Pubitemid 16613653)
20. R. Roy and T. Kailath, "Esprit-estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 7, pp. 984-995, July 1989.
21. Y. Shen and M. Win, "On the accuracy of localization systems using wideband antenna arrays," IEEE Trans. Commun., vol. 58, no. 1, pp. 270-280, Jan. 2010.
22. J. G. Proakis, Digital Communications. McGraw-Hill, 2001.
23. A. Athalye, V. Savic, M. Bolic, and P. Djuric, "A radio frequency identification system for accurate indoor localization," in Proc. 2011 IEEE ICASSP, pp. 1777-1780.
24. J. Wang and D. Cabric, "A cooperative DOA-based algorithm for localization of multiple primary-users in cognitive radio networks," in Proc. 2012 IEEE GLOBECOM.
25. P. Taaghol and R. Tafazolli, "Correlation model for shadow fading in land-mobile satellite systems," Electron. Lett., vol. 33, no. 15, pp. 1287-1289, July 1997. (Pubitemid 127548028)
26. C. Whitehouse, "Understanding the prediction gap in multi-hop localization," Ph.D. thesis, 2006.