Improving spectrum efficiency via in-network computations in cognitive radio sensor networks

IEEE Transactions on Wireless Communications

Volumn 13, Issue 3, 2014, Pages 1222-1234

  Lin, Shih Chun ^a   Chen, Kwang Cheng ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

ad hoc networks; cognitive radio; distributed source coding; In network computation; machine to machine communications; QoS guarantees; wireless sensor networks

Indexed keywords

AD HOC NETWORKS; AUTOMATION; COGNITIVE RADIO; QUALITY OF SERVICE; TELECOMMUNICATION NETWORKS; WIRELESS SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

COGNITIVE RADIO TECHNOLOGIES; DISTRIBUTED SOURCE CODING; IN-NETWORK COMPUTATIONS; LARGE-SCALE WIRELESS SENSOR NETWORKS; MACHINE-TO-MACHINE COMMUNICATIONS; MULTIHOP WIRELESS NETWORK; QOS GUARANTEE; STATISTICAL QOS GUARANTEES;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 84897915990     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2014.011514.121905     Document Type: Article

References (42)

1. A. Giridhar and P. R. Kumar, "Computing and communicating functions over sensor networks," IEEE J. Sel. Areas Commun., vol. 23, no. 4, pp. 755-764, Apr. 2005.
2. S. K. Iyer, D. Manjunath, and R. Sundaresan, "In-network computation in random wireless networks: a PAC approach to constant refresh rates with lower energy costs," IEEE Trans. Mobile Comput., vol. 10, no. 1, pp. 146-155, Jan. 2011.
3. A. Giridhar and P. R. Kumar, "Toward a theory of in-network computation in wireless sensor networks," IEEE Commun. Mag., vol. 44, no. 4, pp. 98-107, Apr. 2006.
4. C. Intanagonwiwat, R. Govindan, D. Estrin, J. Heidemann, and F. Silva, "Directed diffusion for wireless sensor networking," IEEE/ACM Trans. Netw., vol. 11, no. 1, pp. 2-16, Feb. 2003.
5. R. Tan, G. Xing, B. Liu, J. Wang, and X. Jia, "Exploiting data fusion to improve the coverage of wireless sensor networks," IEEE/ACM Trans. Netw., vol. 20, no. 2, pp. 450-462, Apr. 2012.
6. E. Fasolo, M. Rossi, J. Widmer, and M. Zorzi, "In-network aggregation techniques for wireless sensor networks: a survey," IEEE Wireless Commun., vol. 14, no. 2, pp. 70-87, Apr. 2007.
7. FCC, "Spectrum policy task force report," ET Cocket 02-155, Nov. 2002.
8. J. Mitola and G. M. Jr., "Cognitive radio: making software radios more personal," IEEE Pers. Commun. Mag., vol. 6, no. 6, pp. 13-18, Aug. 1999.
9. I. F. Akyildiz, W. Y. Lee, M. C. Vuran, and S. Mohanty, "NeXt generation/dynamic spectrum access/cognitive radio wireless networks: a survey," Computer Networks, vol. 50, no. 13, pp. 2127-2159, Sept. 2006.
10. A. O. Bicen, O. B. Akan, and V. C. Gungor, "Spectrum-aware and cognitive sensor networks for smart grid applications," IEEE Commun. Mag., vol. 50, no. 5, pp. 158-165, May 2012.
11. Z. Liang, S. Feng, D. Zhao, and X. S. Shen, "Delay performance analysis for supporting real-time traffic in a cognitive radio sensor network," IEEE Trans. Wireless Commun., vol. 10, no. 1, pp. 325-335, Jan. 2011.
12. M. C. Oto and O. B. Akan, "Energy-efficient packet size optimization for cognitive radio sensor networks," IEEE Trans. Wireless Commun., vol. 11, no. 4, pp. 1544-1553, Apr. 2012.
13. M. Lagana, I. Glaropoulos, V. Fodor, and C. Petrioli, "Modeling and estimation of partially observed WLAN activity for cognitive WSNs," in Proc. 2012 IEEE Wireless Communications and Networking Conference, pp. 1526-1531.
14. S. C. Lin, L. Gu, and K. C. Chen, "Providing statistical QoS guarantees in large cognitive machine-to-machine networks," in Proc. 2012 IEEE GLOBECOM Workshop on Machine-to-Machine Communications 'Key' to the Future Internet of Things, pp. 1700-1705.
15. S. Y. Lien, S. M. Cheng, S. Y. Shih, and K. C. Chen, "Radio resource management for QoS guarantees in cyber-physical systems," to appear in IEEE Trans. Parallel Distrib. Syst., 2012.
16. J. Tang, S. Misra, and G. Xue, "Joint spectrum allocation and scheduling for fair spectrum sharing in cognitive radio wireless networks," Computer Networks, vol. 52, pp. 2148-2158, 2008.
17. P. Y. Hung, K. C. Chen, and S. L. Chiou, "A cognitive CSMA-based multichannel MAC protocol for cognitive radio networks," in Proc. 2009 Annual Summit and Conference, Asia-Pacific Signal and Information Processing Association, pp. 597-603.
18. M. Timmers, S. Pollin, A. Dejonghe, L. V. der Perre, and F. Catthoor, "A distributed multichannel MAC protocol for multihop cognitive radio networks," IEEE Trans. Veh. Technol., vol. 59, no. 1, pp. 446-459, Jan. 2010.
19. D. Slepian and J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inf. Theory, vol. IT-19, no. 4, pp. 471-480, July 1973.
20. I. Csisźar, "Linear codes for sources and source networks: error exponents, universal coding," IEEE Trans. Inf. Theory, vol. IT-28, no. 4, pp. 585-592, July 1982.
21. T. Ho, M. Medard, J. Shi, M. Effros, and D. Karger, "On randomized network coding," in Proc. 2003 Allerton Conference on Communication, Control, and Computing.
22. S. Y. Lien, Y. Y. Lin, and K. C. Chen, "Cognitive and game-theoretical radio resource management for autonomous femtocells with QoS guarantees," IEEE Trans. Wireless Commun., vol. 10, no. 7, pp. 2196-2206, July 2011.
23. M. D. Francesco, S. K. Das, and G. Anastasi, "Data collection in wireless sensor networks with mobile elements: a survey," ACM Trans. Sensor Networks, vol. 8, no. 1, Aug. 2011, article 7.
24. J.-F. Chamberland and V. V. Veeravalli, "Wireless sensors in distributed detection applications," IEEE Signal Process. Mag., pp. 16-25, May 2007.
25. A. D. Wood, J. A. Stankovic, G. Virone, L. Selavo, Z. He, Q. Cao, T. Doan, Y. Wu, L. Fang, and R. Stoleru, "Context-aware wireless sensor networks for assisted living and residential monitoring," IEEE Network, pp. 26-33, 2008.
26. P. Kasirajan, C. Larsen, and S. Jagannathan, "A new data aggregation scheme via adaptive compression for wireless sensor networks," ACM Trans. Sensor Networks, vol. 9, no. 1, Nov. 2012, article 5.
27. S. Mohajer, S. N. Diggavi, H. V. Poor, and S. S. Shitz, "On the parallel relay wire-tap network," in Proc. 2011 Allerton Conference on Communication, Control, and Computing.
28. A. Rahmati and L. Zhong, "Context-based network estimation for energy-efficient ubiquitous wireless connectivity," IEEE Trans. Mobile Comput., vol. 10, no. 1, pp. 54-66, Jan. 2011.
29. Z. Yang, Y. Liu, and X. Y. Li, "Beyond trilateration: on the localizability of wireless ad hoc networks," IEEE/ACM Trans. Netw., vol. 18, no. 6, pp. 1806-1814, Dec. 2010.
30. N. Roy, S. K. Das, and C. Julien, "Resource-optimized quality-assured ambiguous context mediation framework in pervasive environments," IEEE Trans. Mobile Comput., vol. 11, no. 2, pp. 218-229, Feb. 2012.
31. K. C. Chen, B. K. Centin, Y. C. Peng, N. Prasad, J. Wang, and S. Lee, "Routing for cognitive radio networks consisting of opportunistic links," Wireless Commun. and Mobile Comput., vol. 10, no. 4, pp. 451-466, 2009.
32. S. Geirhofer, L. Tong, and B. M. Sadler, "Dynamic spectrum access in the time domain: modeling and exploiting white space," IEEE Commun. Mag., vol. 45, no. 5, pp. 66-72, May 2007.
33. A. Rabbachin, T. Q. S. Quek, H. Shin, and M. Z. Win, "Cognitive network interference," IEEE J. Sel. Areas Commun., vol. 29, no. 2, pp. 480-493, 2011.
34. M. Z. Win, P. C. Pinto, and L. A. Shepp, "A mathematical theory of network interference and its applications," Proc. IEEE, vol. 97, no. 2, pp. 205-230, 2009.
35. S. Karlin and H. M. Taylor, A First Course in Stochastic Processes. Academic Press, 1975.
36. D. Gross, J. F. Shortle, and C. M. Harris, Fundamentals of Queueing Theory, 4th ed. Wiley-Sons, 2008.
37. A. Ramamoorthy, J. Shi, and R. D. Wesel, "On the capacity of network coding for random networks," IEEE Trans. Inf. Theory, vol. 51, no. 8, pp. 2878-2885, Aug. 2005.
38. R. R. Schaller, "Moore's law: past, present and future," IEEE Spectr., vol. 34, no. 6, pp. 52-59, June 1997.
39. D. Wu and R. Negi, "Effective capacity: a wireless link model for support of quality of service," IEEE Trans. Wireless Commun., vol. 12, no. 4, pp. 630-643, July 2003.
40. J. Kingman, Poisson Processes. Oxford University Press, 1993.
41. R. Cristescu, B. Beferull-Lozano, and M. Vetterli, "On network correlated data gathering," in Proc. 2004 INFOCOM Joint Conf. IEEE Comput. Commun. Soc., pp. 2571-2582.
42. T. Cover and J. Thomas, Elements of Information Theory. ser. Wiley, 1991.