Abstract
In this chapter, we discuss physical layer security in a cache-enabled heterogeneous cellular network comprised of a macro base station and multiple small base stations (SBSs). We jointly devise caching placement and file delivery for achieving secure and energy-efficient transmissions against randomly distributed eavesdroppers. Specifically, we propose a novel hybrid “most popular content” and “largest content diversity” caching placement policy to distribute files of different popularities. Depending on the availability and placement of the requested file, we employ three cooperative transmission schemes, namely distributed beamforming, frequency-domain orthogonal transmission, and best SBS relaying. We derive analytical expressions for the connection outage probability and secrecy outage probability for each transmission scheme. Afterwards, we design the optimal transmission rates and caching allocation successively for maximizing the overall secrecy throughput and secrecy energy efficiency, respectively. We eventually provide numerical results to verify the proposed theoretical analysis and to demonstrate the superiority of the proposed hybrid caching policy.
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Notes
- 1.
We assume that there is no direct transmission link from the MBS to the subscriber due to a deep fading and a long distance.
- 2.
If multiple subscribers send file requests to an SBS simultaneously, in order to avoid the inter-user interference, these subscribers can be served using some orthogonal multiple access methods, e.g., TDMA and FDMA.
- 3.
Typical examples include a regular user in the network, who has no authorization to access the content sent to others in a specific time slot and is thus treated as a potential eavesdropper. Although it is difficult for a BS to obtain the eavesdropper’s instantaneous CSI, the BS is still capable to learn the eavesdropper’ statistic CSI by collecting and analyzing an exceedingly large amount of information exchanging between the two parties during the other time slots.
- 4.
With DBF, each SBS only requires the local CSI of itself instead of the global CSI, which greatly lowers the system overhead.
- 5.
Throughout this paper, the letters “D,” “F,” and “B” refer to the DBF, FOT, and BSR transmission schemes, respectively.
References
X. Wang, M. Chen, T. Taleb, A. Ksentini, V. Leung, Cache in the air: exploiting content caching and delivery techniques for 5G systems. IEEE Commun. Mag. 52(2), 131–139 (2014)
K. Shanmugam, N. Golrezaei, A. Dimakis, A. Molisch, G. Caire, FemtoCaching: wireless content delivery through distributed caching helpers. IEEE Trans. Inf. Theory 59(12), 8402–8413 (2013)
Z. Chen, J. Lee, M. Kountouris, Cooperative caching and transmission design in cluster-centric small cell networks. IEEE Trans. Wireless Commun. 16(5), 3401–3415 (2017)
A. Liu, V. Lau, Cache-enabled opportunistic cooperative MIMO for video streaming in wireless systems. IEEE Trans. Signal Process. 62(2), 390–402 (2014)
G. Paschos, E. Baştuğ, I. Land, G. Caire, M. Debbah, Wireless caching: technical misconceptions and business barriers. IEEE Commun. Mag. 54(8), 16–22 (2016)
H.V. Poor, Information and inference in the wireless physical layer. IEEE Wireless Commun. 19(1), 40–47 (2012)
A.D. Wyner, The wire-tap channel. Bell Syst. Tech. J. 54(8), 1355–1387 (1975)
H.-M. Wang, T.-X. Zheng, Physical Layer Security in Random Cellular Networks (Springer, Singapore, 2016)
N. Yang, L. Wang, G. Geraci, M. Elkashlan, J. Yuan, M.D. Renzo, Safeguarding 5G wireless communication networks using physical layer security. IEEE Commun. Mag. 53(4), 20–27 (2015)
X. Zhou, R. Ganti, J. Andrews, A. Hjørungnes, On the throughput cost of physical layer security in decentralized wireless networks. IEEE Trans. Wireless Commun. 10(8), 764–2775 (2011)
T.-X. Zheng, H.-M. Wang, J. Yuan, D. Towsley, M.H. Lee, Multi-antenna transmission with artificial noise against randomly distributed eavesdroppers. IEEE Trans. Commun. 63(11), 347–4362 (2015)
H.-M. Wang, T.-X. Zheng, J. Yuan, D. Towsley, M.H. Lee, Physical layer security in heterogeneous cellular networks. IEEE Trans. Commun. 64(3), 1204–1219 (2016)
T.-X. Zheng, H.-M. Wang, Q. Yang, M.H. Lee, Safeguarding decentralized wireless networks using full-duplex jamming receivers. IEEE Trans. Wireless Commun. 16(1), 278–292 (2017)
T.-X. Zheng, H.-M. Wang, J. Yuan, Z. Han, M.H. Lee, Physical layer security in wireless ad hoc networks under a hybrid full-/half-duplex receiver deployment strategy. IEEE Trans. Wireless Commun. 16(6), 3827–3839 (2017)
T.-X. Zheng, H.-M. Wang, J. Yuan, Physical-layer security in cache-enabled cooperative small cell networks against randomly distributed eavesdroppers. IEEE Trans. Wireless Commun. 17(9), 5945–5958 (2018)
T.-X. Zheng, H.-M. Wang, D.W.K. Ng, J. Yuan, Multi-antenna covert communications in random wireless networks. IEEE Trans. Wireless Commun. 18(3), 1974–1987 (2019)
M.A. Maddah-Ali, U. Niesen, Fundamental limits of caching. IEEE Trans. Inf. Theory 60(5), 2856–2867 (2014)
A. Sengupta, R. Tandon, T.C. Clancy, Fundamental limits of caching with secure delivery. IEEE Trans. Inf. Forensics Secur. 10(2), 355–370 (2015)
Z.H. Awan, A. Sezgin, Fundamental limits of caching in D2D networks with secure delivery, in Proceedings of the IEEE ICC Workshop on Wireless Physical Layer Security, London (2015)
M. Gerami, M. Xiao, S. Salimi, M. Skoglund, Secure partial repair in wireless caching networks with broadcast channels, in Proceedings of the IEEE Conference on Communications and Network Security (2015), pp. 353–360
F. Gabry, V. Bioglio, I. Land, On edge caching with secrecy constraints, in Proceedings of the IEEE International Conference on Communications (ICC), Kuala Lumpur (2016)
L. Xiang, D.W. K. Ng, R. Schober, V.W.S. Wong, Cache-enabled physical layer security for video streaming in backhaul-limited cellular networks. IEEE Trans. Wireless Commun. 17(2), 736–751 (2017)
L. Xiang, D.W.K. Ng, R. Schober, V.W.S. Wong, Secure video streaming in heterogeneous small cell networks with untrusted cache helpers. IEEE Trans. Wireless Commun. 17(4), 2645–2661 (2018)
T.-X. Zheng, H.-M. Wang, J. Yuan, Secure and energy-efficient transmissions in cache-enabled heterogeneous cellular networks: performance analysis and optimization. IEEE Trans. Commun. 66(11), 5554–5567 (2018)
T.-X. Zheng, H.-M. Wang, F. Liu, M.H. Lee, Outage constrained secrecy throughput maximization for DF relay networks. IEEE Trans. Commun. 63(5), 1741–1755 (2015)
I.S. Gradshteyn, I.M. Ryzhik, A. Jeffrey, D. Zwillinger, S. Technica, Table of Integrals, Series, and Products, 7th edn. (Academic Press, New York, 2007)
L. Zheng, D. Tse, Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels. IEEE Trans. Inf. Theory 49(5), 1073–1096 (2003)
S.N. Chiu, D. Stoyan, W. Kendall, J. Mecke, Stochastic Geometry and its Applications, 3rd edn. (Wiley, Hoboken, 2013)
S. Boyd, L. Vandenberghe, Convex Optimization (Cambridge University Press, Cambridge, 2004)
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Zheng, TX., Yuan, J. (2021). Physical Layer Security in Cache-Enabled Heterogeneous Cellular Networks. In: Le, K.N. (eds) Physical Layer Security. Springer, Cham. https://doi.org/10.1007/978-3-030-55366-1_3
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DOI: https://doi.org/10.1007/978-3-030-55366-1_3
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