On green-energy-powered cognitive radio networks

IEEE Communications Surveys and Tutorials

Volumn 17, Issue 2, 2015, Pages 827-842

  Huang, Xueqing ^a   Han, Tao ^a   Ansari, Nirwan ^a  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Cognitive radio (CR); energy efficiency; energy harvesting; spectrum efficiency

Indexed keywords

COGNITIVE RADIO; ENERGY HARVESTING; ENERGY RESOURCES; POWER MANAGEMENT; POWER MANAGEMENT (TELECOMMUNICATION); WIRELESS NETWORKS;

COGNITIVE NETWORKINGS; COGNITIVE RADIO NETWORK; DYNAMIC SPECTRUM ACCESS; NETWORK APPLICATIONS; NETWORK AVAILABILITY; SPECTRUM AVAILABILITY; SPECTRUM EFFICIENCY; WIRELESS ACCESS NETWORKS;

ENERGY EFFICIENCY;

EID: 84930503151     PISSN: None     EISSN: 1553877X     Source Type: Journal    
DOI: 10.1109/COMST.2014.2387697     Document Type: Article

References (104)

1. T. Han and N. Ansari, "On greening cellular networks via multicell cooperation" IEEE Wireless Commun., vol. 20, no. 1, pp. 82-89, Feb. 2013
2. A. D. Domenico, E. C. Strinati, and A. Capone, "Enabling green cellular networks: A survey and outlook" Comput. Commun., vol. 37, pp. 5-24, Jan. 2014. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0140366413002168
3. S. Haykin, "Cognitive radio: Brain-empowered wireless communications" IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005
4. J. Mitola, "Cognitive radio" KTH, Stockholm, Sweden
5. Q. Zhao and B. Sadler, "A survey of dynamic spectrum access" IEEE Signal Process. Mag., vol. 24, no. 3, pp. 79-89, May 2007
6. B. Wang and K. Liu, "Advances in cognitive radio networks: A survey" IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 5-23, Feb. 2011
7. I. Akyildiz, W.-Y. Lee, M. C. Vuran, and S. Mohanty, "A survey on spectrum management in cognitive radio networks" IEEE Commun. Mag., vol. 46, no. 4, pp. 40-48, Apr. 2008
8. T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications" IEEE Commun. Surveys Tuts., vol. 11, no. 1, pp. 116-130, 2009
9. H. Sun, A. Nallanathan, C.-X. Wang, and Y. Chen, "Wideband spectrum sensing for cognitive radio networks: A survey" IEEE Wireless Commun., vol. 20, no. 2, pp. 74-81, Apr. 2013
10. S. Atapattu, C. Tellambura, and H. Jiang, "Energy detection based cooperative spectrum sensing in cognitive radio networks" IEEE Trans. Wireless Commun., vol. 10, no. 4, pp. 1232-1241, Apr. 2011
11. J. Wang, M. Ghosh, and K. Challapali, "Emerging cognitive radio applications: A survey" IEEE Commun. Mag., vol. 49, no. 3, pp. 74-81, Mar. 2011
12. I. F.Akyildiz,W.-Y.Lee, M. C.Vuran, and S.Mohanty, "NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey" Comput. Netw., vol. 50, no. 13, pp. 2127-2159, Sep. 2006. [Online]. Available: http://dx.doi.org/10.1016/j.comnet.2006.05.001
13. T. Le, K. Mayaram, and T. Fiez, "Efficient far-field radio frequency energy harvesting for passively powered sensor networks" IEEE J. Solid-State Circuits, vol. 43, no. 5, pp. 1287-1302, May 2008
14. H. Jabbar, Y. Song, and T. Jeong, "RF energy harvesting system and circuits for charging of mobile devices" IEEE Trans. Consum. Electron., vol. 56, no. 1, pp. 247-253, Feb. 2010
15. M. Buddhikot, "Understanding dynamic spectrum access: Models, taxonomy and challenges" in Proc. 2nd IEEE Int. Symp. New Frontiers DySPAN, Apr. 2007, pp. 649-663
16. S. Haykin, D. Thomson, and J. Reed, "Spectrum sensing for cognitive radio" Proc. IEEE, vol. 97, no. 5, pp. 849-877, May 2009
17. G. Gur and F. Alagoz, "Green wireless communications via cognitive dimension: An overview" IEEE Netw., vol. 25, no. 2, pp. 50-56, Mar./Apr. 2011
18. R. Deng et al., "Energy-efficient spectrum sensing by optimal periodic scheduling in cognitive radio networks" IET Commun., vol. 6, no. 6, pp. 676-684, Apr. 2012
19. X. Gan, M. Xu, and H. Li, "Energy efficient sequential sensing in multiuser cognitive ad hoc networks: A consideration of an ADC device" J. Commun. Netw., vol. 14, no. 2, pp. 188-194, Apr. 2012
20. E. Axell, G. Leus, and E. Larsson, "Overview of spectrum sensing for cognitive radio" in Proc. 2nd Int. Workshop CIP, 2010, pp. 322-327
21. L. Wang, J. Wang, G. Ding, F. Song, and Q. Wu, "A survey of clusterbased cooperative spectrum sensing in cognitive radio networks" in Proc. CSQRWC, 2011, vol. 1, pp. 247-251
22. N. Nguyen-Thanh and I. Koo, "A cluster-based selective cooperative spectrum sensing scheme in cognitive radio" EURASIP J. Wireless Commun. Netw., vol. 2013, no. 1, p. 176, Jun. 2013. [Online]. Available: http://jwcn.eurasipjournals.com/content/2013/1/176
23. J. Wei and X. Zhang, "Energy-efficient distributed spectrum sensing for wireless cognitive radio networks" in Proc. INFOCOM IEEE Conf. Comput. Commun. Workshops, 2010, pp. 1-6
24. B. Wang, K. Liu, and T. Clancy, "Evolutionary cooperative spectrum sensing game: How to collaborate? IEEE Trans. Commun., vol. 58, no. 3, pp. 890-900, Mar. 2010
25. J. Lai, E. Dutkiewicz, R. P. Liu, and R. Vesilo, "Comparison of cooperative spectrum sensing strategies in distributed cognitive radio networks" in Proc. IEEE GLOBECOM, 2012, pp. 1513-1518
26. W.-B. Chien, C.-K. Yang, and Y.-H. Huang, "Energy-saving cooperative spectrum sensing processor for cognitive radio system" IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 58, no. 4, pp. 711-723, Apr. 2011
27. X. Sun and D. Tsang, "Energy-efficient cooperative sensing scheduling for multi-band cognitive radio networks" IEEE Trans. Wireless Commun., vol. 12, no. 10, pp. 4943-4955, Oct. 2013
28. H. Jiang, L. Lai, R. Fan, and H. Poor, "Optimal selection of channel sensing order in cognitive radio" IEEE Trans. Wireless Commun., vol. 8, no. 1, pp. 297-307, Jan. 2009
29. Y. Chen, Q. Zhao, and A. Swami, "Distributed spectrum sensing and access in cognitive radio networks with energy constraint" IEEE Trans. Signal Process., vol. 57, no. 2, pp. 783-797, Feb. 2009
30. W.-Y. Lee and I. Akyildiz, "Spectrum-aware mobility management in cognitive radio cellular networks" IEEE Trans.Mobile Comput., vol. 11, no. 4, pp. 529-542, Apr. 2012
31. L.-C.Wang and C.-W.Wang, "Spectrum handoff for cognitive radio networks: Reactive-sensing or proactive-sensing? in Proc. IEEE IPCCC, 2008, pp. 343-348
32. C.-W. Wang and L.-C. Wang, "Analysis of reactive spectrum handoff in cognitive radio networks" IEEE J. Sel. Areas Commun., vol. 30, no. 10, pp. 2016-2028, Nov. 2012
33. C.Wu, C. He, L. Jiang, and Y. Chen, "A novel spectrum handoff scheme with spectrum admission control in cognitive radio networks" in Proc. IEEE GLOBECOM, Dec. 2011, pp. 1-5
34. W. Ahmed, J. Gao, H. Suraweera, and M. Faulkner, "Comments on 'Analysis of cognitive radio spectrum access with optimal channel reservation'" IEEE Trans. Wireless Commun., vol. 8, no. 9, pp. 4488-4491, Sep. 2009
35. Q. Li, Z. Feng, W. Li, and T. Gulliver, "Joint temporal and spatial spectrum sharing in cognitive radio networks: A region-based approach with cooperative spectrum sensing" in Proc. IEEEWCNC, 2013, pp. 620-625
36. J. Huang, R. A. Berry, and M. L. Honig, "Auction-based spectrum sharing" Mob. Netw. Appl., vol. 11, no. 3, pp. 405-418, Jun. 2006. [Online]. Available: http://dx.doi.org/10.1007/s11036-006-5192-y
37. S. Stotas and A. Nallanathan, "Enhancing the capacity of spectrum sharing cognitive radio networks" IEEE Trans. Veh. Technol., vol. 60, no. 8, pp. 3768-3779, Oct. 2011
38. Q. Zhang, J. Jia, and J. Zhang, "Cooperative relay to improve diversity in cognitive radio networks" IEEE Commun. Mag., vol. 47, no. 2, pp. 111-117, Feb. 2009
39. R. Etkin, A. Parekh, andD.Tse, "Spectrum sharing for unlicensed bands" IEEE J. Sel. Areas Commun., vol. 25, no. 3, pp. 517-528, Apr. 2007
40. D. Niyato and E. Hossain, "Spectrum trading in cognitive radio networks: A market-equilibrium-based approach" IEEE Wireless Commun., vol. 15, no. 6, pp. 71-80, Dec. 2008
41. R. Zhang, Y.-C. Liang, and S. Cui, "Dynamic resource allocation in cognitive radio networks" IEEE Signal Process. Mag., vol. 27, no. 3, pp. 102-114, May 2010
42. K. Illanko, M. Naeem, A. Anpalagan, and D. Androutsos, "Low complexity energy efficient power allocation for green cognitive radio with rate constraints" in Proc. IEEE GLOBECOM, 2012, pp. 3377-3382
43. S. Buzzi and D. Saturnino, "A game-Theoretic approach to energyefficient power control and receiver design in cognitive CDMA wireless networks" IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 137-150, Feb. 2011
44. T. Han and N. Ansari, "Auction-based energy-spectrum trading in green cognitive cellular networks" in Proc. IEEE ICC, 2013, pp. 6205-6209
45. Z. Hasan, G. Bansal, E. Hossain, and V. Bhargava, "Energy-efficient power allocation in OFDM-based cognitive radio systems: A risk-return model" IEEE Trans. Wireless Commun., vol. 8, no. 12, pp. 6078-6088, Dec. 2009
46. S. Gao, L. Qian, and D. Vaman, "Distributed energy efficient spectrum access in cognitive radio wireless ad hoc networks" IEEE Trans. Wireless Commun., vol. 8, no. 10, pp. 5202-5213, Oct. 2009
47. M. Ge and S. Wang, "Energy-efficient power allocation for cooperative relaying cognitive radio networks" in Proc. IEEE WCNC, 2013, pp. 691-696
48. G. Zhao, C. Yang, G. Li, D. Li, and A. Soong, "Power and channel allocation for cooperative relay in cognitive radio networks" IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 151-159, Feb. 2011
49. P. Li, S. Guo, Z. Cheng, and A. Vasilakos, "Joint relay assignment and channel allocation for energy-efficient cooperative communications" in Proc. WCNC, 2013, pp. 626-630
50. S. Huang, H. Chen, Y. Zhang, and H.-H. Chen, "Sensing-energy tradeoff in cognitive radio networks with relays" IEEE Syst. J., vol. 7, no. 1, pp. 68-76, Mar. 2013
51. M. Shaat and F. Bader, "Asymptotically optimal subcarrier matching and power allocation for cognitive relays with power and interference constraints" in Proc. IEEE WCNC, 2012, pp. 663-668
52. D. Chen, H. Ji, and X. Li, "Optimal distributed relay selection in underlay cognitive radio networks: An energy-efficient design approach" in Proc. IEEE WCNC, 2011, pp. 1203-1207
53. C. Luo et al., "Energy-efficient distributed relay and power control in cognitive radio cooperative communications" IEEE J. Sel. Areas Commun., vol. 31, no. 11, pp. 2442-2452, Nov. 2013
54. D. Chen, H. Ji, and V. Leung, "Energy-efficient cross-layer enhancement of multimedia transmissions over cognitive radio relay networks" in Proc. IEEE WCNC, 2011, pp. 856-861
55. B. Cao et al., "On optimal communication strategies for cooperative cognitive radio networking" in Proc. IEEE INFOCOM, 2013, pp. 1726-1734
56. J. Andrews, H. Claussen, M. Dohler, S. Rangan, and M. Reed, "Femtocells: Past, present, future" IEEE J. Sel. Areas Commun., vol. 30, no. 3, pp. 497-508, Apr. 2012
57. I. Guvenc, M.-R. Jeong, I. Demirdogen, B. Kecicioglu, and F.Watanabe, "Range expansion and inter-cell interference coordination (ICIC) for picocell networks" in Proc. IEEE VTC, 2011, pp. 1-6
58. W. C. Cheung, T. Quek, and M. Kountouris, "Throughput optimization, spectrum allocation, access control in two-Tier femtocell networks" IEEE J. Sel. Areas Commun., vol. 30, no. 3, pp. 561-574, Apr. 2012
59. H. ElSawy and E. Hossain, "Two-Tier HetNets with cognitive femtocells: Downlink performance modeling and analysis in a multi-channel environment" IEEE Trans. Mobile Comput., vol. 13, no. 3, pp. 649-663, Mar. 2013
60. M. Wildemeersch, T. Q. Quek, C. H. Slump, and A. Rabbachin, "Cognitive small cell networks: Energy efficiency and trade-offs" IEEE Trans. Commun., vol. 61, no. 9, pp. 4016-4029, Sep. 2013
61. C. Yang, J. Li, M. Sheng, and Q. Liu, "Green heterogeneous networks: A cognitive radio idea" IET Commun., vol. 6, no. 13, pp. 1952-1959, Sep. 2012
62. R. Xie, F. Yu, and H. Ji, "Energy-efficient spectrum sharing and power allocation in cognitive radio femtocell networks" in Proc. IEEE INFOCOM, 2012, pp. 1665-1673
63. A. Kansal, J. Hsu, S. Zahedi, and M. B. Srivastava, "Power management in energy harvesting sensor networks" ACM Trans. Embedded Comput. Syst., vol. 6, no. 4, pp. 1-35, Sep. 2007. [Online]. Available: http://doi. acm.org/10.1145/1274858.1274870
64. T. Han and N. Ansari, "Powering mobile networks with green energy" IEEE Wireless Commun., vol. 21, no. 1, pp. 90-96, Feb. 2014
65. T. Han and N. Ansari, "Optimizing cell size for energy saving in cellular networks with hybrid energy supplies" in Proc. IEEE GLOBECOM, Dec. 2012, pp. 3-7
66. T. Han and N. Ansari, "On optimizing green energy utilization for cellular networks with hybrid energy supplies" IEEE Trans. Wireless Commun., vol. 12, no. 8, pp. 3872-3882, Aug. 2013
67. R. Zhang and C. K. Ho, "MIMO broadcasting for simultaneous wireless information and power transfer" IEEE Trans. Wireless Commun., vol. 12, no. 5, pp. 1989-2001, May 2013
68. D. Gunduz, K. Stamatiou, N. Michelusi, and M. Zorzi, "Designing intelligent energy harvesting communication systems" IEEE Commun. Mag., vol. 52, no. 1, pp. 210-216, Jan. 2014
69. S. Luo, R. Zhang, and T. J. Lim, "Optimal save-Then-Transmit protocol for energy harvesting wireless transmitters" IEEE Trans. Wireless Commun., vol. 12, no. 3, pp. 1196-1207, Mar. 2013
70. S. Sudevalayam and P. Kulkarni, "Energy harvesting sensor nodes: Survey and implications" IEEE Commun. Surveys Tuts., vol. 13, no. 3, pp. 443-461, 2011
71. J. Yang and S. Ulukus, "Optimal packet scheduling in an energy harvesting communication system" IEEE Trans. Commun., vol. 60, no. 1, pp. 220-230, Jan. 2012
72. X. Huang and N. Ansari, "Optimal cooperative power allocation for energy harvesting enabled relay networks" CoRR, vol. abs/1405.5764, 2014. [Online]. Available: http://arxiv.org/abs/1405.5764
73. C. K. Ho and R. Zhang, "Optimal energy allocation for wireless communications with energy harvesting constraints" IEEE Trans. Signal Process., vol. 60, no. 9, pp. 4808-4818, Sep. 2012
74. V. Sharma, U. Mukherji, V. Joseph, and S. Gupta, "Optimal energy management policies for energy harvesting sensor nodes" IEEE Trans. Wireless Commun., vol. 9, no. 4, pp. 1326-1336, Apr. 2010
75. O. Ozel, K. Tutuncuoglu, J. Yang, S. Ulukus, and A. Yener, "Transmission with energy harvesting nodes in fading wireless channels: Optimal policies" IEEE J. Sel. Areas Commun., vol. 29, no. 8, pp. 1732-1743, Sep. 2011
76. C. Huang, R. Zhang, and S. Cui, "Delay-constrained Gaussian relay channel with energy harvesting nodes" in Proc. IEEE ICC, Jun. 2012, pp. 2433-2438
77. C. Huang, R. Zhang, and S. Cui, "Throughput maximization for the Gaussian relay channel with energy harvesting constraints" IEEE J. Sel. Areas Commun., vol. 31, no. 8, pp. 1469-1479, Aug. 2013
78. X. Huang and N. Ansari, "RF energy harvesting enabled power sharing in relay networks" in Proc. IEEE GreenCom, Nov. 2014, (also available in CoRR, vol. abs/1409.8325, 2014). [Online]. Available: http://arxiv. org/abs/1409.8325
79. J. Yang and S. Ulukus, "Optimal packet scheduling in an energy harvesting communication system" IEEE Trans. Commun., vol. 60, no. 1, pp. 220-230, Jan. 2012
80. T. Han, X. Huang, and N. Ansari, "Energy agile packet scheduling to leverage green energy for next generation cellular networks" in Proc. IEEE ICC, Jun. 2013, pp. 3650-3654
81. L. Liu, R. Zhang, and K.-C. Chua, "Wireless information transfer with opportunistic energy harvesting" IEEE Trans. Wireless Commun., vol. 12, no. 1, pp. 288-300, Jan. 2013
82. A. Nasir, X. Zhou, S. Durrani, and R. Kennedy, "Relaying protocols for wireless energy harvesting and information processing" IEEE Trans. Wireless Commun., vol. 12, no. 7, pp. 3622-3636, Jul. 2013
83. P. Blasco, D. Gunduz, and M. Dohler, "A learning theoretic approach to energy harvesting communication system optimization" in Proc. IEEE GLOBECOM Wokshops, Dec. 2012, pp. 1657-1662
84. S. Yin, E. Zhang, L. Yin, and S. Li, "Optimal saving-sensing-Transmitting structure in self-powered cognitive radio systems with wireless energy harvesting" in Proc. IEEE ICC, 2013, pp. 2807-2811
85. S. Park, H. Kim, and D. Hong, "Cognitive radio networks with energy harvesting" IEEE Trans. Wireless Commun., vol. 12, no. 3, pp. 1386-1397, Mar. 2013
86. R. Deng, J. Chen, C. Yuen, P. Cheng, and Y. Sun, "Energy-efficient cooperative spectrum sensing by optimal scheduling in sensor-aided cognitive radio networks" IEEE Trans. Veh. Technol., vol. 61, no. 2, pp. 716-725, Feb. 2012
87. S. Park, S. Lee, B. Kim, D. Hong, and J. Lee, "Energy-efficient opportunistic spectrum access in cognitive radio networks with energy harvesting" in Proc. 4th Int. Conf. Cognitive Radio Adv. Spectrum Manag., 2011, pp. 1-5. [Online]. Available: http://doi.acm.org/10.1145/2093256. 2093318
88. S. Park et al., "Optimal mode selection for cognitive radio sensor networks with RF energy harvesting" in Proc. IEEE 23rd Int. Symp. PIMRC, 2012, pp. 2155-2159
89. W. Chung, S. Park, S. Lim, and D. Hong, "Optimal transmit power control for energy-harvesting cognitive radio system" in Proc. IEEE 78th VTC, 2013, pp. 1-5
90. X. Gao, W. Xu, S. Li, and J. Lin, "An online energy allocation strategy for energy harvesting cognitive radio systems" in Int. Conf. WCSP, 2013, pp. 1-5
91. R. Yu et al., "Cognitive radio based hierarchical communications infrastructure for smart grid" IEEE Netw., vol. 25, no. 5, pp. 6-14, Sep./Oct. 2011
92. H. Farhangi, "The path of the smart grid" IEEE Power Energy Mag., vol. 8, no. 1, pp. 18-28, Jan./Feb. 2010
93. Vineeta and J. K. Thathagar, "Cognitive radio communication architecture in smart grid reconfigurability" in Proc. 1st Int. Conf. ET2ECN, 2012, pp. 1-6
94. R. Qiu et al., "Cognitive radio network for the smart grid: Experimental system architecture, control algorithms, security, microgrid testbed" IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 724-740, Dec. 2011
95. S. Bu, F. Yu, and Y. Qian, "Energy-efficient cognitive heterogeneous networks powered by the smart grid" in Proc. IEEE INFOCOM, 2013, pp. 980-988
96. C.-H. Lo and N. Ansari, "The progressive smart grid system from both power and communications aspects" IEEE Commun. Surveys Tuts., vol. 14, no. 3, pp. 799-821, 2012
97. T. Han and N. Ansari, "Green-energy aware and latency aware user associations in heterogeneous cellular networks" in Proc. IEEE GLOBECOM, 2013, pp. 4946-4951
98. T. Han and N. Ansari, "A traffic load balancing framework for softwaredefined radio access networks powered by hybrid energy sources" CoRR, vol. abs/1407.7780, 2014. [Online]. Available: http://arxiv.org/abs/1407.7780
99. T. Han and N. Ansari, "Network utility aware traffic loading balancing in backhaul-constrained cache-enabled small cell networks with hybrid power supplies" CoRR, vol. abs/1409.8267, 2014. [Online]. Available: http://arxiv.org/abs/1409.8267
100. X. Huang and N. Ansari, "Joint spectrum and power allocation for multi-node cooperative wireless systems" IEEE Trans. Mobile Comput., DOI: 10.1109/TMC.2015.2388478, (also available in CoRR, vol. abs/1405.5730, 2014). [Online]. Available: http://arxiv.org/abs/1405.5730
101. J. Kwak, K. Son, Y. Yi, and S. Chong, "Greening effect of spatiotemporal power sharing policies in cellular networks with energy constraints" IEEE Trans.WirelessCommun., vol. 11, no. 12, pp. 4405-4415, Dec. 2012
102. F. Genoese, M. Genoese, and M. Wietschel, "Occurrence of negative prices on the German spot market for electricity and their influence on balancing power markets" in Proc. 7th Int. Conf. EEM, Jun. 2010, pp. 1-6
103. S. Bu, F. Yu, Y. Cai, and X. Liu, "When the smart grid meets energyefficient communications: Green wireless cellular networks powered by the smart grid" IEEE Trans. Wireless Commun., vol. 11, no. 8, pp. 3014-3024, Aug. 2012
104. S. Zhang, J. Wu, and S. Lu, "Collaborative mobile charging for sensor networks" in Proc. IEEE 9th Int. Conf. MASS, Oct. 2012, pp. 84-92