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2018 | OriginalPaper | Chapter

5. Spectrum Sensing

Authors : Linling Kuang, Chunxiao Jiang, Yi Qian, Jianhua Lu

Published in: Terrestrial-Satellite Communication Networks

Publisher: Springer International Publishing

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Abstract

Cognitive radio has emerged as an efficient approach to implement reuse of the licensed spectrums. Among the cognitive radio technologies, cooperative spectrum sensing has been corroborated to be an effective approach to counter channel fading. In this chapter, we consider the terrestrial system as secondary user (SU) and the satellite system as primary user (PU), where secondary terrestrial users attempt to sense and access the primary satellite systems’ licensed spectrum. We first advance a strategy for SUs to search available spectrums with asynchronous MAC-layer sensing. With this method, the SUs do not need to know the communication mechanisms in satellite network when dynamically accessing. Then, we discuss the asynchronous cooperative sensing situation, and derive the optimal sensing parameters under such asynchronous scenario. Finally, we propose a density control mechanism for managing number of terrestrial secondary transmitters around one satellite ground station in order to guarantee that the primary communications are not interfered. Note that in the remaining of this section, all the “SUs” refer to the terrestrial unlicensed users and all the “PUs” refer to the licensed satellite systems.

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Literature
1.
go back to reference Q. Zhao, S. Geirhofer, L. Tong, B.M. Sadler, Optimal dynamic spectrum access via periodic channel sensing, in IEEE WCNC, 2007, pp. 33–37 Q. Zhao, S. Geirhofer, L. Tong, B.M. Sadler, Optimal dynamic spectrum access via periodic channel sensing, in IEEE WCNC, 2007, pp. 33–37
2.
go back to reference S. Sankaranarayanan, P. Papadimitratos, A. Mishra, S. Hershey, A bandwidth sharing approach to improve licensed spectrum utilization, in IEEE DySPAN, 2005, pp. 279–288 S. Sankaranarayanan, P. Papadimitratos, A. Mishra, S. Hershey, A bandwidth sharing approach to improve licensed spectrum utilization, in IEEE DySPAN, 2005, pp. 279–288
3.
go back to reference H. Su, X. Zhang, Cross-layer based opportunistic MAC protocols for QoS provisionings over cognitive radio wireless networks. IEEE J. Sel. Areas Commun. 26, 118–129 (2008)CrossRef H. Su, X. Zhang, Cross-layer based opportunistic MAC protocols for QoS provisionings over cognitive radio wireless networks. IEEE J. Sel. Areas Commun. 26, 118–129 (2008)CrossRef
4.
go back to reference Q. Zhao, L. Tong, A. Swami, Decentralized cognitive MAC for dynamic spectrum access, in IEEE DySPAN, 2005, pp. 224–232 Q. Zhao, L. Tong, A. Swami, Decentralized cognitive MAC for dynamic spectrum access, in IEEE DySPAN, 2005, pp. 224–232
5.
go back to reference H. Kim, K.G. Shin, Efficient discovery of spectrum opportunities with MAC-Layer sensing in cognitive radio networks. IEEE Trans. Mob. Comput. 7, 533–545 (2008)CrossRef H. Kim, K.G. Shin, Efficient discovery of spectrum opportunities with MAC-Layer sensing in cognitive radio networks. IEEE Trans. Mob. Comput. 7, 533–545 (2008)CrossRef
6.
go back to reference C. Jiang, N. Beaulieu, L. Zhang, Y. Ren, M. Peng, H. Chen, Cognitive radio networks with asynchronous spectrum sensing and access. IEEE Netw. 29(3), 88–95 (2015)CrossRef C. Jiang, N. Beaulieu, L. Zhang, Y. Ren, M. Peng, H. Chen, Cognitive radio networks with asynchronous spectrum sensing and access. IEEE Netw. 29(3), 88–95 (2015)CrossRef
7.
go back to reference H. Kim, K.G. Shin, Fast discovery of spectrum opportunities in cognitive radio networks, in IEEE DySPAN, 2008, pp. 1–12 H. Kim, K.G. Shin, Fast discovery of spectrum opportunities in cognitive radio networks, in IEEE DySPAN, 2008, pp. 1–12
8.
go back to reference Z. Ma, Z. Cao, W. Chen, A fair opportunistic spectrum access (FOSA) scheme in distributed cognitive radio networks, in IEEE ICC’08, 2008, pp. 4054–4058 Z. Ma, Z. Cao, W. Chen, A fair opportunistic spectrum access (FOSA) scheme in distributed cognitive radio networks, in IEEE ICC’08, 2008, pp. 4054–4058
9.
go back to reference Z. Ma et al., Secondary user cooperation access scheme in opportunistic cognitive radio networks, in IEEE MILCOM’07, 2007, pp. 1–5 Z. Ma et al., Secondary user cooperation access scheme in opportunistic cognitive radio networks, in IEEE MILCOM’07, 2007, pp. 1–5
10.
go back to reference A. Papoulis, S. Pillai, Probability, Random Variables and Stochastic Processes, 4th edn. (McGraw-Hill College, New York, 2002) A. Papoulis, S. Pillai, Probability, Random Variables and Stochastic Processes, 4th edn. (McGraw-Hill College, New York, 2002)
11.
12.
go back to reference K. Jong-Ho, H. Seung-Hoon, H. Deok-Kyu, Energy detector using a hybrid threshold in cognitive radio systems. IEICE Trans. Commun. E92-B(10), 3079–3083 (2009)CrossRef K. Jong-Ho, H. Seung-Hoon, H. Deok-Kyu, Energy detector using a hybrid threshold in cognitive radio systems. IEICE Trans. Commun. E92-B(10), 3079–3083 (2009)CrossRef
13.
go back to reference S. Bernard, Rayleigh fading channels in mobile digital communication systems, part I: characterization. IEEE Commun. Mag. 35(7), 90–100 (1997)CrossRef S. Bernard, Rayleigh fading channels in mobile digital communication systems, part I: characterization. IEEE Commun. Mag. 35(7), 90–100 (1997)CrossRef
14.
go back to reference W.C.Y. Lee, Estimate of channel capacity in Rayleigh fading environment. IEEE Trans. Veh. Technol. 39(3), 187–189 (1990)CrossRef W.C.Y. Lee, Estimate of channel capacity in Rayleigh fading environment. IEEE Trans. Veh. Technol. 39(3), 187–189 (1990)CrossRef
15.
go back to reference D.P. Bertsekas, Nonlinear Programming. (Athena Scientific, Belmont, 1999)MATH D.P. Bertsekas, Nonlinear Programming. (Athena Scientific, Belmont, 1999)MATH
16.
go back to reference D. Cabric, I.D. O’Donnell, M.S. Chen, R.W. Brodersen, Spectrum sharing radios. IEEE Circuits Syst. Mag. 6(2), 30–45 (2006)CrossRef D. Cabric, I.D. O’Donnell, M.S. Chen, R.W. Brodersen, Spectrum sharing radios. IEEE Circuits Syst. Mag. 6(2), 30–45 (2006)CrossRef
17.
go back to reference C. Jiang, H. Chen, P. Zhao, N. He, C. Chen, Y. Ren, Adaptive channel sensing for asynchronous cooperative spectrum sensing scheme. IEICE Trans. Commun. 96-B(3), 918–922 (2013)CrossRef C. Jiang, H. Chen, P. Zhao, N. He, C. Chen, Y. Ren, Adaptive channel sensing for asynchronous cooperative spectrum sensing scheme. IEICE Trans. Commun. 96-B(3), 918–922 (2013)CrossRef
18.
go back to reference Y. Gan, C. Jiang, N. Beaulieu, J. Wang, Y. Ren, Secure collaborative spectrum sensing: a peer-prediction method. IEEE Trans. Commun. 64(10), 4283–4294 (2016) Y. Gan, C. Jiang, N. Beaulieu, J. Wang, Y. Ren, Secure collaborative spectrum sensing: a peer-prediction method. IEEE Trans. Commun. 64(10), 4283–4294 (2016)
19.
go back to reference H. Kim, K.G. Shin, Efficient discovery of spectrum opportunities with MAC-Layer sensing in cognitive radio networks. IEEE Trans. Mob. Comput. 7(5), 533–545 (2008)CrossRef H. Kim, K.G. Shin, Efficient discovery of spectrum opportunities with MAC-Layer sensing in cognitive radio networks. IEEE Trans. Mob. Comput. 7(5), 533–545 (2008)CrossRef
20.
go back to reference H. Uchiyama, K. Umebayashi, T. Fujii, F. Ono, K. Sakaguchi, Y. Kamiya, Y. Suzuki, Study on soft decision based cooperative sensing for cognitive radio networks. IEICE Trans. Commun. E91-B(1), 95–101 (2008)CrossRef H. Uchiyama, K. Umebayashi, T. Fujii, F. Ono, K. Sakaguchi, Y. Kamiya, Y. Suzuki, Study on soft decision based cooperative sensing for cognitive radio networks. IEICE Trans. Commun. E91-B(1), 95–101 (2008)CrossRef
21.
go back to reference Y. Liang, Y. Zeng, E.C. Peh, A.T. Hoang, Sensing-throughput tradeoff for cognitive radio networks. IEEE Trans. Wirel. Commun. 7(4), 1326–1337 (2008)CrossRef Y. Liang, Y. Zeng, E.C. Peh, A.T. Hoang, Sensing-throughput tradeoff for cognitive radio networks. IEEE Trans. Wirel. Commun. 7(4), 1326–1337 (2008)CrossRef
22.
go back to reference C. Jiang, S. Fan, C. Chen, J. Ma, Y. Ren, Effective management of secondary user’s density in cognitive radio networks. IEICE Trans. Commun., 93-B(9), 2443–2447 (2010)CrossRef C. Jiang, S. Fan, C. Chen, J. Ma, Y. Ren, Effective management of secondary user’s density in cognitive radio networks. IEICE Trans. Commun., 93-B(9), 2443–2447 (2010)CrossRef
23.
go back to reference C. Jiang, Y. Chen, Y. Gao, K.J.R. Liu, Indian buffet game with negative network externality and non-bayesian social learning. IEEE Trans. Syst. Man Cybern. Syst. 45(4), 609–623 (2015)CrossRef C. Jiang, Y. Chen, Y. Gao, K.J.R. Liu, Indian buffet game with negative network externality and non-bayesian social learning. IEEE Trans. Syst. Man Cybern. Syst. 45(4), 609–623 (2015)CrossRef
24.
go back to reference H. Zhang, C. Jiang, X. Mao, H. Chen, Interference-limited resource optimization in cognitive femtocells with fairness and imperfect spectrum sensing. IEEE Trans. Veh. Technol. 65(3), 1761–1771 (2016)CrossRef H. Zhang, C. Jiang, X. Mao, H. Chen, Interference-limited resource optimization in cognitive femtocells with fairness and imperfect spectrum sensing. IEEE Trans. Veh. Technol. 65(3), 1761–1771 (2016)CrossRef
25.
go back to reference M. Vu, N. Devroye, V. Tarokh, The primary exclusive regions in cognitive networks. IEEE Trans. Wirel. Commun. 8, 3380–3385 (2008)CrossRef M. Vu, N. Devroye, V. Tarokh, The primary exclusive regions in cognitive networks. IEEE Trans. Wirel. Commun. 8, 3380–3385 (2008)CrossRef
27.
go back to reference D. Cabric et al., Spectrum sharing radios. IEEE Circuits Syst. Mag. 6(2), 30–45 (2006)CrossRef D. Cabric et al., Spectrum sharing radios. IEEE Circuits Syst. Mag. 6(2), 30–45 (2006)CrossRef
28.
go back to reference W.C.Y. Lee, Estimate of channel capacity in Rayleigh fading environment. IEEE Trans. Veh. Technol. 39(3), 187–189 (1990)CrossRef W.C.Y. Lee, Estimate of channel capacity in Rayleigh fading environment. IEEE Trans. Veh. Technol. 39(3), 187–189 (1990)CrossRef
29.
go back to reference X. Zhou, Cognitive Radio (National Defense Industry Press, Beijing, 2008) X. Zhou, Cognitive Radio (National Defense Industry Press, Beijing, 2008)
30.
go back to reference I.F. Akyildiz, W.Y. Lee, M.C. Vuran, M. Shantidev, Next generation/dynamic spectrum access/cognitive radio wireless networks: a survey. Comput. Netw. 50(13), 2127–2159 (2006)CrossRefMATH I.F. Akyildiz, W.Y. Lee, M.C. Vuran, M. Shantidev, Next generation/dynamic spectrum access/cognitive radio wireless networks: a survey. Comput. Netw. 50(13), 2127–2159 (2006)CrossRefMATH
31.
go back to reference F. Manavi, Y. Shayan, Implementation of OFDMmodem for the physical layer of IEEE 802.11a standard based on Xilinx Virtex-II FPGA. IEEE VTC’04, 2004, pp. 1768–1772 F. Manavi, Y. Shayan, Implementation of OFDMmodem for the physical layer of IEEE 802.11a standard based on Xilinx Virtex-II FPGA. IEEE VTC’04, 2004, pp. 1768–1772
33.
go back to reference S. Buljore, M. Muck, P. Martigne, P. Houze, H. Harada, K. Ishizu, O. Holland, A. Mihailovic, K.A. Tsagkaris, O. Sallent, G. Clemo, M. Sooriyabandara, V. Ivanov, K. Nolte, M. Stametalos, Introduction to IEEE P1900.4 activities. IEICE Trans. Commun. E91-B(1), 2–9 (2008) S. Buljore, M. Muck, P. Martigne, P. Houze, H. Harada, K. Ishizu, O. Holland, A. Mihailovic, K.A. Tsagkaris, O. Sallent, G. Clemo, M. Sooriyabandara, V. Ivanov, K. Nolte, M. Stametalos, Introduction to IEEE P1900.4 activities. IEICE Trans. Commun. E91-B(1), 2–9 (2008)
34.
go back to reference Z. Quan, S. Cui, A.H. Sayed, An optimal strategy for cooperative spectrum sensing in cognitive radio networks, in IEEE GLOBECOM’07, 2007, pp. 2947–2951 Z. Quan, S. Cui, A.H. Sayed, An optimal strategy for cooperative spectrum sensing in cognitive radio networks, in IEEE GLOBECOM’07, 2007, pp. 2947–2951
35.
go back to reference W. Zhang, R.K. Mallik, K.B. Letaief, Cooperative spectrum sensing optimization in cognitive radio networks, in IEEE ICC’08, 2008, pp. 3411–3415 W. Zhang, R.K. Mallik, K.B. Letaief, Cooperative spectrum sensing optimization in cognitive radio networks, in IEEE ICC’08, 2008, pp. 3411–3415
36.
go back to reference J. Shen, T. Jiang, S. Liu, Z. Zhang, Maximum channel throughput via cooperative spectrum sensing in cognitive radio networks. IEEE Trans. Wirel. Commun. 8(10), 5166–5175 (2009)CrossRef J. Shen, T. Jiang, S. Liu, Z. Zhang, Maximum channel throughput via cooperative spectrum sensing in cognitive radio networks. IEEE Trans. Wirel. Commun. 8(10), 5166–5175 (2009)CrossRef
37.
go back to reference C. Sun, W. Chen, K.B. Letaief, Joint scheduling and cooperative sensing in cognitive radios: a game theoretic approach, in IEEE WCNC’09, 2009, pp. 1–5 C. Sun, W. Chen, K.B. Letaief, Joint scheduling and cooperative sensing in cognitive radios: a game theoretic approach, in IEEE WCNC’09, 2009, pp. 1–5
38.
go back to reference C. Song, Q. Zhang, Achieving cooperative spectrum sensing in wireless cognitive radio networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 13(2), 14–25 (2009)CrossRef C. Song, Q. Zhang, Achieving cooperative spectrum sensing in wireless cognitive radio networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 13(2), 14–25 (2009)CrossRef
39.
go back to reference C. Jiang, X. Ma, X. Zhang, Y. Ren, An asynchronous interference-aware dynamic spectrum access algorithm for secondary users, in IEEE WCNC’10, 2010, pp. 1–6 C. Jiang, X. Ma, X. Zhang, Y. Ren, An asynchronous interference-aware dynamic spectrum access algorithm for secondary users, in IEEE WCNC’10, 2010, pp. 1–6
40.
go back to reference C. Jiang, X. Ma, C. Chen, J. Ma, Y. Ren, On searching available channels with asynchronous MAC-layer spectrum sensing. IEICE Trans. Commun. E93-B(8), 2113–2125 (2010)CrossRef C. Jiang, X. Ma, C. Chen, J. Ma, Y. Ren, On searching available channels with asynchronous MAC-layer spectrum sensing. IEICE Trans. Commun. E93-B(8), 2113–2125 (2010)CrossRef
41.
go back to reference C. Jiang, Y. Chen, K.J.R. Liu, Y. Ren, Analysis of interference in cognitive radio networks with unknown primary behavior, in Proceedings of the IEEE ICC, 2012, pp. 1746–1750 C. Jiang, Y. Chen, K.J.R. Liu, Y. Ren, Analysis of interference in cognitive radio networks with unknown primary behavior, in Proceedings of the IEEE ICC, 2012, pp. 1746–1750
42.
go back to reference C. Jiang, Y. Chen, K.J.R. Liu, A renewal-theoretical framework for dynamic spectrum access with unknown primary behavior, in Proceedings of the IEEE Globecom, 2012, pp. 1–6 C. Jiang, Y. Chen, K.J.R. Liu, A renewal-theoretical framework for dynamic spectrum access with unknown primary behavior, in Proceedings of the IEEE Globecom, 2012, pp. 1–6
43.
go back to reference C. Jiang, Y. Chen, K.J.R. Liu, Y. Ren, Renewal-theoretical dynamic spectrum access in cognitive radio network with unknown primary behavior. IEEE J. Sel. Areas Commun. 31(3), 406–416 (2013)CrossRef C. Jiang, Y. Chen, K.J.R. Liu, Y. Ren, Renewal-theoretical dynamic spectrum access in cognitive radio network with unknown primary behavior. IEEE J. Sel. Areas Commun. 31(3), 406–416 (2013)CrossRef
44.
go back to reference B. Soodesh et al., Introduction to IEEE P1900.4 activities. IEICE Trans. Commun. E91-B, 2–9 (2008) B. Soodesh et al., Introduction to IEEE P1900.4 activities. IEICE Trans. Commun. E91-B, 2–9 (2008)
45.
go back to reference N.S. Shankar, C. Cordeiro, Analysis of aggregated interference at DTV receivers in TV bands, in IEEE CrownCom, 2008, pp. 1–6 N.S. Shankar, C. Cordeiro, Analysis of aggregated interference at DTV receivers in TV bands, in IEEE CrownCom, 2008, pp. 1–6
46.
go back to reference M. Vu, N. Devroye, V. Tarokh, Interference aggregation in spectrum-sensing cognitive wireless networks. IEEE J. Sel. Top. Sig. Process. 2, 41–56 (2008)CrossRef M. Vu, N. Devroye, V. Tarokh, Interference aggregation in spectrum-sensing cognitive wireless networks. IEEE J. Sel. Top. Sig. Process. 2, 41–56 (2008)CrossRef
47.
go back to reference M. Hanif et al., Interference and deployment issues for cognitive radio systems in shadowing environments, in IEEE ICC’09, 2009, pp. 1–6 M. Hanif et al., Interference and deployment issues for cognitive radio systems in shadowing environments, in IEEE ICC’09, 2009, pp. 1–6
48.
go back to reference Digital Video Broadcasting (DVB); Implementation guidelines for DVB terrestrial services; Transmission aspects, Tech. Rep., European Broadcasting Union (2008). http://www.dvb.org/ Digital Video Broadcasting (DVB); Implementation guidelines for DVB terrestrial services; Transmission aspects, Tech. Rep., European Broadcasting Union (2008). http://​www.​dvb.​org/​
Metadata
Title
Spectrum Sensing
Authors
Linling Kuang
Chunxiao Jiang
Yi Qian
Jianhua Lu
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-61768-8_5