Connectivity of Underlay Cognitive Radio Networks With Directional Antennas

In underlay cognitive radio networks (CRNs), the connectivity of secondary users (SUs) is difficult to be guaranteed due to the existence of primary users. Most prior studies only consider cognitive radio networks equipped with omni-directional antennas causing high interference at SUs. We name such CRNs with omni-directional antennas as Omn-CRNs. Compared with an omni-directional antenna, a directional antenna can concentrate the transmitting/receiving capability at a certain direction, consequently resulting in the less interference. In this paper, we investigate the connectivity of SUs in CRNs with directional antennas (named as Dir-CRNs). In particular, we derive closed-form expressions of the connectivity of SUs of both Dir-CRNs and Omn-CRNs, thus enabling tractability. We show that the connectivity of SUs is mainly affected by two constraints: the spectrum availability of SUs and the topological connectivity of SUs. Extensive simulations validate the accuracy of our proposed models. Meanwhile, we also show that Dir-CRNs can have higher connectivity than Omn-CRNs mainly due to the lower interference, the higher spectrum availability, and the higher topological connectivity brought by directional antennas. Moreover, we also extend our analysis with considering transmission power efficiency. The simulation results show that Dir-CRNs require less transmission power to establish links than Omn-CRNs. We further investigate the throughput capacity of SUs, which is shown to heavily depend on the connectivity of SUs.

[1]  Xuemin Shen,et al.  Enabling device-to-device communications in millimeter-wave 5G cellular networks , 2015, IEEE Communications Magazine.

[2]  Shibo He,et al.  Leveraging Crowdsourcing for Efficient Malicious Users Detection in Large-Scale Social Networks , 2017, IEEE Internet of Things Journal.

[3]  Xinbing Wang,et al.  Connectivity and Transmission Delay in Large-Scale Cognitive Radio Ad Hoc Networks With Unreliable Secondary Links , 2015, IEEE Transactions on Wireless Communications.

[4]  Guang Yang,et al.  Promoting Cooperation by the Social Incentive Mechanism in Mobile Crowdsensing , 2017, IEEE Communications Magazine.

[5]  Christian Bettstetter,et al.  On the Connectivity of Ad Hoc Networks , 2004, Comput. J..

[6]  Andrea J. Goldsmith,et al.  Breaking Spectrum Gridlock With Cognitive Radios: An Information Theoretic Perspective , 2009, Proceedings of the IEEE.

[7]  Jian Yu,et al.  Local connectivity for heterogeneous overlaid wireless networks , 2017, Ad Hoc Networks.

[8]  Moshe T. Masonta,et al.  Spectrum Decision in Cognitive Radio Networks: A Survey , 2013, IEEE Communications Surveys & Tutorials.

[9]  Hyundong Shin,et al.  Cognitive Network Interference , 2011, IEEE Journal on Selected Areas in Communications.

[10]  Dong Liu,et al.  Secondary Network Connectivity of Ad Hoc Cognitive Radio Networks , 2014, IEEE Communications Letters.

[11]  Lei Zheng,et al.  A Geometrical-Based Throughput Bound Analysis for Device-to-Device Communications in Cellular Networks , 2014, IEEE Journal on Selected Areas in Communications.

[12]  Theodore S. Rappaport,et al.  Wireless Communications: Principles and Practice (2nd Edition) by , 2012 .

[13]  Jie Wu,et al.  Boundary Helps: Reliable Route Selection With Directional Antennas in Cognitive Radio Networks , 2015, IEEE Transactions on Vehicular Technology.

[14]  Jeffrey G. Andrews,et al.  A Tractable Approach to Coverage and Rate in Cellular Networks , 2010, IEEE Transactions on Communications.

[15]  Kaibin Huang,et al.  Opportunistic Wireless Energy Harvesting in Cognitive Radio Networks , 2013, IEEE Transactions on Wireless Communications.

[16]  Hongning Dai,et al.  On the delay reduction of wireless ad hoc networks with directional antennas , 2015, EURASIP J. Wirel. Commun. Netw..

[17]  Aifeng Ren,et al.  Directional virtual carrier sensing for directional antennas in mobile ad hoc networks , 2002, MobiHoc '02.

[18]  Marco Di Renzo Stochastic geometry modeling and performance evaluation of mmWave cellular communications , 2015, 2015 IEEE International Conference on Communications (ICC).

[19]  Amir Ghasemi,et al.  Spectrum sensing in cognitive radio networks: requirements, challenges and design trade-offs , 2008, IEEE Communications Magazine.

[20]  Kam-Wing Ng,et al.  An overview of using directional antennas in wireless networks , 2013, Int. J. Commun. Syst..

[21]  Chau Yuen,et al.  Balancing Power Demand Through EV Mobility in Vehicle-to-Grid Mobile Energy Networks , 2016, IEEE Transactions on Industrial Informatics.

[22]  Robert W. Heath,et al.  Coverage and Rate Analysis for Millimeter-Wave Cellular Networks , 2014, IEEE Transactions on Wireless Communications.

[23]  Sherali Zeadally,et al.  Spectrum Assignment in Cognitive Radio Networks: A Comprehensive Survey , 2013, IEEE Communications Surveys & Tutorials.

[24]  Qixun Zhang,et al.  Connectivity of two nodes in cognitive radio ad hoc networks , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[25]  Kam-Wing Ng,et al.  On Busy-Tone Based MAC Protocol for Wireless Networks with Directional Antennas , 2013, Wirel. Pers. Commun..

[26]  Hans-Jürgen Zepernick,et al.  A Framework for Packet Delay Analysis of Point-to-Multipoint Underlay Cognitive Radio Networks , 2017, IEEE Transactions on Mobile Computing.

[27]  Symeon Chatzinotas,et al.  On the Performance Analysis of Underlay Cognitive Radio Systems: A Deployment Perspective , 2016, IEEE Transactions on Cognitive Communications and Networking.

[28]  Shengli Xie,et al.  Cognitive machine-to-machine communications: visions and potentials for the smart grid , 2012, IEEE Network.

[29]  Theodore S. Rappaport,et al.  Wireless communications - principles and practice , 1996 .

[30]  Zibin Zheng,et al.  On Connectivity of Wireless Sensor Networks with Directional Antennas , 2017, Sensors.

[31]  Ayaz Ahmad,et al.  A Survey on Radio Resource Allocation in Cognitive Radio Sensor Networks , 2015, IEEE Communications Surveys & Tutorials.

[32]  Cheng-Xiang Wang,et al.  Wideband spectrum sensing for cognitive radio networks: a survey , 2013, IEEE Wireless Communications.

[33]  Hang Zhang,et al.  Network capacity analysis for cellular based cognitive radio VANET in urban grid scenario , 2017, Journal of Communications and Information Networks.

[34]  Petri Ahokangas,et al.  Spectrum sharing using licensed shared access: the concept and its workflow for LTE-advanced networks , 2014, IEEE Wireless Communications.

[35]  Edward W. Knightly,et al.  IEEE 802.11ad: directional 60 GHz communication for multi-Gigabit-per-second Wi-Fi [Invited Paper] , 2014, IEEE Communications Magazine.

[36]  Azadeh Vosoughi,et al.  On cognitive radio systems with directional antennas and imperfect spectrum sensing , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[37]  Xinbing Wang,et al.  Capacity of Hybrid Wireless Networks with Directional Antenna and Delay Constraint , 2010, IEEE Transactions on Communications.

[38]  Xinming Huang,et al.  Multicast communications in cognitive radio networks using directional antennas , 2015, Wirel. Commun. Mob. Comput..

[39]  Beongku An,et al.  A modeling framework for supporting and evaluating connectivity in cognitive radio ad hoc networks with beamforming , 2017, Wirel. Networks.

[40]  Min Sheng,et al.  Local connectivity of cognitive radio Ad hoc networks , 2014, 2014 IEEE Global Communications Conference.

[41]  Justin P. Coon,et al.  Directional antennas improve the link-connectivity of interference limited ad hoc networks , 2015, 2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[42]  Salman Durrani,et al.  Connectivity Analysis of Wireless Ad Hoc Networks With Beamforming , 2009, IEEE Transactions on Vehicular Technology.

[43]  Tao Chen,et al.  Resource Allocation and Interference Management for Opportunistic Relaying in Integrated mmWave/sub-6 GHz 5G Networks , 2017, IEEE Communications Magazine.