Cooperative cognitive intelligence for internet of vehicles

IEEE Systems Journal

Volumn 11, Issue 3, 2017, Pages 1249-1258

  Paul, Anand ^a   Daniel, Alfred ^a   Ahmad, Awais ^a   Rho, Seungmin ^b  

^a Kyungpook National University   (South Korea)

^b Sungkyul University   (South Korea)

Author keywords

Centralized spectrum sensing; cognitive radio (CR); decision fusion controller (DFC); distributed spectrum sensing

Indexed keywords

DECISION THEORY; EFFICIENCY; WIRELESS TELECOMMUNICATION SYSTEMS;

CO-OPERATIVE SPECTRUM SENSING; COGNITIVE INTELLIGENCE; DECISION FUSION; MATHEMATICAL ANALYSIS; PROBABILITY OF DETECTION; PROPOSED ARCHITECTURES; SPECTRUM SENSING; VEHICULAR COMMUNICATIONS;

COGNITIVE RADIO;

EID: 85028952955     PISSN: 19328184     EISSN: 19379234     Source Type: Journal    
DOI: 10.1109/JSYST.2015.2411856     Document Type: Article

References (49)

1. K. D. Singh, P. Rawat, and J.-M. Bonnin, "Cognitive radio for vehicular ad hoc networks (CR-VANETs): Approaches and challenges, " EURASIP J. Wireless Commun. Netw, vol. 2014, no. 49, pp. 1-22, Mar. 2014.
2. A. J. Ghandour, K. Fawaz, and H. Artail, "Data delivery guarantees in congested vehicular ad hoc networks using cognitive networks, " in Proc. IEEE IWCMC, Jul. 2011, pp. 871-876.
3. I. F. Akyildiz, B. F. Lo, and R. Balakrishnan, "Cooperative spectrum sensing in cognitive radio networks: A survey, " J. Phys. Commun, vol. 4, no. 1, pp. 40-62, Mar. 2011.
4. A. W. Min, and K. G. Shin, "Impact of mobility on spectrum sensing in cognitive radio networks, " in Proc. ACM Workshop Cognitive Radio Netw., Beijing, China, 2009, pp. 13-18.
5. M. Di Felice, K. R. Chowdhury, and L. Bononi, "Cooperative spectrum management in cognitive vehicular ad hoc networks, " in Proc. IEEE VNC, 2011, pp. 47-54.
6. H. Li, and D. K. Irick, "Collaborative spectrum sensing in cognitive radio vehicular ad hoc networks: Belief propagation on highway, " in Proc. IEEE 71st Veh. Technol. Conf., 2010, pp. 1-5.
7. M. Di Felice, R. Doost-Mohammady, K. R. Chowdhury, and L. Bononi, "Smart radios for smart vehicles: Cognitive vehicular networks, " IEEE Veh. Technol. Mag, vol. 7, no. 2, pp. 26-33, Jun. 2012.
8. S. Pagadarai, A. Wyglinski, and R. Vuyyuru, "Characterization of vacant UHF TV channels for vehicular dynamic spectrum access, " in Proc. IEEE VNC, Tokyo, Japan, Oct. 28-30, 2009, pp. 1-8.
9. D. Niyato, E. Hossain, and P. Wang, "Optimal channel access management with QoS support for cognitive vehicular networks, " IEEE Trans. Mobile Comput, vol. 10, no. 4, pp. 573-591, Apr. 2011.
10. W. Kim, M. Gerla, S. Y. Oh, K. Lee, and A. Kassler, "CoRoute: A new cognitive any path vehicular routing protocol, " Wireless Commun. Mobile Comput, vol. 11, no. 12, pp. 1588-1602, Dec. 2011.
11. M. Maurizio, and P. Vlad, "Cognitive radio communications for vehicular technology-Wavelet applications, " inVehicle Technology: Increasing Connectivity, M. Almeida Ed. West Palm Beach, FL, USA: In Tech, 2011.
12. A. Ghasemi, and E. S. Sousa, "Spectrum sensing in cognitive radio networks: Requirements, challenges and design trade-offs, " IEEE Commun. Mag, vol. 46, no. 4, pp. 32-39, Apr. 2008.
13. M. Di Felice, K. R. Chowdhury, and L. Bononi, "Analyzing the potential of cooperative cognitive radio technology on inter-vehicle communication, " Proc. IFIP WD, Oct. 2010, pp. 1-6.
14. Md. Whaiduzzaman, M. Sookhak, A. Gani, and R. Buyya, " A survey on vehicular cloud computing, " J. Netw. Comput. Appl, vol. 40, pp. 325-344, Apr. 2014.
15. M. J. Piran, Y. Cho, J. Yun, A. Ali, and D. Y. Suh, "Cognitive radiobased vehicular ad hoc and sensor networks, " Int. J. Distrib. Sensor Netw, vol. 2014, 2014, Art. ID. 154193.
16. H. Rasheed, and N. Rajatheva, "Spectrum sensing for cognitive vehicular networks over composite fading, " Int. J. Veh. Technol, vol. 2011, 2011, Art. ID. 630467.
17. D. B. Rawat, Y. Zhao, G. Yan, and M. Song, "CRAVE: Cognitive radio enabled vehicular communications in heterogeneous networks, " in Proc. IEEE RWS, 2013, pp. 190-192.
18. N. Noorshams, M. Malboubi, and A. Bahai, "Centralized and decentralized cooperative spectrum sensing in cognitive radio networks: A novel approach, " Proc. IEEE SPAWC, 2010, pp. 126-130.
19. J. Unnikrishnan, and V. V. Veeravalli, "Cooperative sensing for primary detection in cognitive radio, " IEEE J. Signal Process, vol. 2, no. 1, pp. 18-27, Feb. 2011.
20. C. Jiang, Y. Chen, K. J. Ray Liu, and Y. Ren, "Renewal-Theoretical dynamic spectrum access in cognitive radio network with unknown primary behavior, " IEEE J. Sel. Areas Commun, vol. 11, no. 6, pp. 723-741, Jun. 2011.
21. W. Ejaz, N. Hasan, and H. Kim, "Distributed cooperative spectrum sensing in cognitive radio for ad hoc networks, " J. Comput. Commun, vol. 36, no. 1, pp. 1341-1349, Jul. 2013.
22. B. Wang, and K. R. Liu, "Advances in cognitive radio networks: A survey, " J. Sel. Topic Signal Process, vol. 5, no. 1, pp. 5-23, Feb. 2011.
23. S. Chen, R. Vuyyuru, O. Altintas, and A. M. Wyglinski, "On optimizing vehicular dynamic spectrum access networks: automation and learning in mobile wireless environments, " in Proc. IEEE Veh. Netw. Conf., Nov. 2011, pp. 39-46.
24. K. Fawaz, A. Ghandour, M. Olleik, and H. Artail, "Improving reliability of safety applications in vehicle ad hoc networks through the implementation of a cognitive network, " in Proc. IEEE 17th ICT, Apr. 2010, pp. 798-805.
25. R. Doost-Mohammady, and K. R. Chowdhury, "Design of spectrum database assisted cognitive radio vehicular networks, " in Proc. 7th Int. ICST Conf. CROWNCOM, Jun. 2012, pp. 1-5.
26. G. Marfia, et al., "Cognitive cars: Constructing a cognitive playground for VANET research testbeds, " in Proc. 4th Int. Conf. Cognitive Radio Adv. Spectr. Manag., 2011, Article No: 29.
27. O. Altintas, et al., "Demonstration of vehicle to vehicle communications over TV white space (Demo paper), " in Proc. IEEE Veh. Technol. Conf., Sep. 2011, pp. 1-3.
28. T. Rzayev, Y. Shi, A. Vafeiadis, S. Pagadarai, and A. M. Wyglinski, "Implementation of a vehicular networking architecture supporting dynamic spectrum access, " in Proc. IEEE VNC, Nov. 2011, pp. 33-38
29. M. Cesana, F. Cuomo, and E. Ekici, "Routing in cognitive radio networks: Challenges and solutions, " Ad Hoc Netw, vol. 9, no. 3, pp. 228-248, May 2011.
30. M. Pan, P. Li, and Y. Fang, "Cooperative communication aware link scheduling for cognitive vehicular networks, " IEEE J. Sel. Areas Commun, vol. 30, no. 4, pp. 760-768, May 2012.
31. S. Chen, A. M. Wyglinski, S. Pagadarai, R. Vuyyuru, and O. Altintas, "Feasibility analysis of vehicular dynamic spectrum access via queueing theory model, " IEEE Commun. Mag, vol. 49, no. 11, pp. 156-163, Nov. 2011.
32. J. A. Han, W. S. Jeon, and D. G. Jeong, "Energy-efficient channel management scheme for cognitive radio sensor networks, " IEEE Trans. Veh. Technol, vol. 60, no. 4, pp. 1905-1910, May 2011.
33. C.-M. Wong, and W.-P. Hsu, "Short paper: study on cognitive radio in IEEE 802.15.4 wireless sensor networks, " in Proc. IEEE WF-IoT, Mar. 2014, pp. 179-180.
34. K. B. Letaief, and W. Zhang, "Cooperative communications for cognitive radio networks, " Proc. IEEE, vol. 97, no. 5, pp. 878-893, May 2009.
35. W. Saad, H. Zhu, T. Basar, M. Debbah, and A. Hjorungnes, "Coalition formation games for collaborative spectrum sensing, " IEEE Trans. Veh. Technol, vol. 60, no. 1, pp. 276-297, Jan. 2011.
36. S.-C. Hung, and K.-C. Chen, "Geometric design of cooperative spectrum sensing for cognitive radios, " in Proc. IEEE PIMRC, 2013, pp. 2496-2501.
37. A. A. El-Sherif, A. K. Sadek, and K. J. R. Liu, "Opportunistic multiple access for cognitive radio networks, " IEEE J. Sel. Areas Commun, vol. 29, no. 4, pp. 704-715, Apr. 2011.
38. A. K. Sadek, K. J. R. Liu, and A. Ephremides, "Cognitive multiple access via cooperation: Protocol design and stability analysis, " IEEE Trans. Inf. Theory, vol. 53, no. 10, pp. 3677-3696, Oct. 2007.
39. A. A. El-Sherif, and K. J. R. Liu, "Joint design of spectrum sensing and channel access in cognitive radio networks, " IEEE Trans. Wireless Commun, vol. 10, no. 6, pp. 1743-1753, Jun. 2011.
40. J. Wang, M. Ghosh, and K. Challapali, "Emerging cognitive radio applications: A survey, " IEEE Commun. Mag, vol. 49, no. 3, pp. 78-81, Mar. 2011.
41. A. Paul, "Real-Time power management for embedded M2M using intelligent learning methods, " ACM Trans. Embedded Comput. Syst, vol. 13, no. 5s, p. 148, Nov. 2014.
42. A. Paul, and S. Rho, "Probabilistic model for M2M in IoT networking and communication, " Springer Telecommun. Syst. J., Mar. 17, 2015.
43. A. Paul, "Graph based M2M optimization in an IoT environment, " in Proc. ACM RACS, Montreal, QC, Canada, Oct. 1-4, 2013, pp. 45-46.
44. A. Daniel, "Vehicle to vehicle communication using Zigbee protocol, " in Proc. ACM Symp. Appl. Comput., Mar. 2014, pp. 715-716.
45. C. Stiller, G. Farber, and S. Kammel, "Cooperative co0nitive automobile, " in Proc. IEEE Symp. Intell. Veh., Istanbul, Turkey, Jun. 13-15, 2007, pp. 215-220.
46. R. Wang, and M. Tao, "Blind spectrum sensing by information theoretic criteria for cognitive radios, " IEEE Trans. Veh. Technol, vol. 59, no. 8, pp. 3806-3817, Oct. 2010.
47. C. Liu, A. Qi, P. Zhang, L. Bu, and K. Long, "Wideband spectrum detection based on compressed sensing in cooperative cognitive radio networks, " Proc. 8th Int. ICST Conf., Aug. 2013, pp. 638-642.
48. G. A. Shah, and O. B. Akan, "Cognitive adaptive medium access control in cognitive radio sensor networks, " IEEE Trans. Veh. Technol, vol. 64, no. 2, pp. 757-767, Feb. 2015.
49. W. Lee, and D.-H. Cho, "New cooperation-based channel state acquisition scheme for ad hoc cognitive radio systems, " IEEE Trans. Veh. Technol, vol. 62, no. 7, pp. 3325-3338, Sep. 2013.