Design and implementation of a novel two-phase spectrum handoff scheme for QoS aware mobile users in cognitive radio networks

Computer Networks - Tập 195 - Trang 108194 - 2021
Tamal Chakraborty1, Iti Saha Misra2
1Future Institute of Engineering and Management, Kolkata 700150, India
2Jadavpur University, Kolkata 700032, India

Tài liệu tham khảo

Mitola III, 1999, Cognitive radio: making software radios more personal, IEEE Pers. Commun., 6, 13, 10.1109/98.788210 Haykin, 2005, Cognitive radio: brain-empowered wireless communications, IEEE J. Sel. Areas Commun., 23, 201, 10.1109/JSAC.2004.839380 Kakalou, 2017, Cognitive radio network and network service chaining toward 5G: Challenges and requirements, IEEE Commun. Mag., 55, 145, 10.1109/MCOM.2017.1700086 Akyildiz, 2006, Next generation / dynamic spectrum access / cognitive radio wireless networks: A survey, Comput. Netw. J., 50, 2127, 10.1016/j.comnet.2006.05.001 Wang, 2012, Analysis of reactive spectrum handoff in cognitive radio networks, IEEE J. Sel. Areas Commun., 30, 2016, 10.1109/JSAC.2012.121116 Wang, 2012, Modeling and analysis for spectrum handoffs in cognitive radio networks, IEEE Trans. Mobile Comput., 11, 1499, 10.1109/TMC.2011.155 Song, 2012, Prospect: A proactive spectrum handoff framework for cognitive radio ad hoc networks without common control channel, IEEE Trans. Mobile Comput., 11, 1127, 10.1109/TMC.2011.140 Wang, 2012, Optimal target channel sequence design for multiple spectrum handoffs in cognitive radio networks, IEEE Trans. Commun., 60, 2444, 10.1109/TCOMM.2012.070912.100661 Mehrnoush, 2015, Proactive spectrum handoff protocol for cognitive radio ad hoc network and analytical evaluation, IET Commun., 9, 1877, 10.1049/iet-com.2015.0010 Hu, 2018, Full spectrum sharing in cognitive radio networks toward 5G: A survey, IEEE Access, 6, 15754, 10.1109/ACCESS.2018.2802450 Sheikholeslami, 2015, Optimal probabilistic initial and target channel selection for spectrum handoff in cognitive radio networks, IEEE Trans. Wirel. Commun., 14, 570, 10.1109/TWC.2014.2354407 Trigui, 2013, Spectrum handoff algorithm for mobile cognitive radio users based on agents’ negotiation, 750 Hoque, 2016, Analysis of spectrum handoff under secondary user mobility in cognitive radio networks, 1122 Hoque, 2018, Impact of secondary user mobility on spectrum handoff under generalized residual time distributions in cognitive radio networks, AEU - Int. J. Electron. Commun., 86, 185, 10.1016/j.aeue.2018.01.031 Xue, 2016, Primary user activity prediction based joint topology control and stable routing in mobile cognitive networks, 1 Hersent, 2005, 1 Lee, 2010, Capacity improvement and analysis of VoIP service in a cognitive radio system, IEEE Trans. Veh. Technol., 59, 1646, 10.1109/TVT.2009.2039503 Castellanos-Lopez, 2012, Impact of the primary resource occupancy information on the performance of cognitive radio networks with voip traffic, 338 Castellanos-Lopez, 2014, Joint connection level and packet level analysis of cognitive radio networks with VoIP traffic, IEEE J. Sel. Areas Commun., 32, 601, 10.1109/JSAC.2014.140319 Kefeng, 2013, RECOG: A sensing-based cognitive radio system with real-time application support, IEEE J. Sel. Areas Commun., 31, 2504, 10.1109/JSAC.2013.131132 Cisco, 2010 Hoyhtya, 2008, Performance improvement with predictive channel selection for cognitive radios, 1 Yang, 2013, Proactive channel access in dynamic spectrum networks, Phys. Commun., 1, 103, 10.1016/j.phycom.2008.05.001 Yoon, 2010, Voluntary spectrum handoff: A novel approach to spectrum management in CRNs, 1 Li, 2011, TPSH: A novel spectrum handoff approach based on time estimation in dynamic spectrum networks, 345 Kahvand, 2013, Channel selection in cognitive radio networks: A new dynamic approach, 407 Wang, 2009, Modeling and analysis for proactive-decision spectrum handoff in cognitive radio networks, 1 Narayanan, 2016, ProMAC: A proactive model predictive control based MAC protocol for cognitive radio vehicular networks, Comput. Commun., 93, 27, 10.1016/j.comcom.2016.05.012 Zhang, 2016, Spectrum-aware clustering with proactive handoff for distributed cognitive radio ad hoc networks, vol. 9798, 440 Zheng, 2011, Target channel sequence selection scheme for proactive-decision spectrum handoff, IEEE Commun. Lett., 15, 1312, 10.1109/LCOMM.2011.102611.111603 Devanarayana, 2015, Proactive channel access in cognitive radio networks using statistical radio environment maps, EURASIP J. Wireless Commun. Networking, 88, 1 Akyildiz, 2008, A survey on spectrum management in cognitive radio networks, IEEE Commun. Mag., 46, 40, 10.1109/MCOM.2008.4481339 Willkomm, 2005, Reliable link maintenance in cognitive radio systems, 371 Wang, 2008, Spectrum handoff for cognitive radio networks: Reactive-sensing or proactive-sensins?, 343 Wang, 2010, Modeling and analysis for reactive-decision spectrum handoff in cognitive radio networks, 1 Ma, 2009, A POMDP-based spectrum handoff protocol for partially observable cognitive radio networks, 1 Chu, 2014, Stochastic spectrum handoff protocols for partially observable cognitive radio networks, Wirel. Netw., 20, 1003, 10.1007/s11276-013-0658-x Mishra, 2006, Cooperative sensing among cognitive radios, 1658 Zhang, 2009, Spectrum handoff in cognitive radio networks: Opportunistic and negotiated situations, 1 Qu, 2010, Extended active interference cancellation for sidelobe suppression in cognitive radio OFDM systems with cyclic prefix, IEEE Trans. Veh. Technol., 59, 1689, 10.1109/TVT.2010.2040848 Qu, 2011, Detection of non-contiguous OFDM symbols for cognitive radio systems without out-of-band spectrum synchronization, IEEE Trans. Wireless Commun., 10, 693, 10.1109/TWC.2011.120810.101324 Zhi-jin, 2015, Spectrum handoff based on adaptive weights adjustment, IET Commun., 9, 674, 10.1049/iet-com.2014.0237 Lee, 2012, Spectrum-aware mobility management in cognitive radio cellular networks, IEEE Trans. Mobile Comput., 11, 529, 10.1109/TMC.2011.69 Gambini, 2008, Packet-wise vertical handover for unlicensed multi-standard spectrum access with cognitive radios, IEEE Trans. Wireless Commun., 7, 5172, 10.1109/T-WC.2008.070824 Wu, 2011, A novel spectrum handoff scheme with spectrum admission control in cognitive radio networks, 1 Trigui, 2013, Cognitive radio spectrum assignment and handoff decision, 2881 Wang, 2013, Reliable energy-efficient spectrum management and optimization in cognitive radio networks: how often should we switch?, IEEE Wireless Commun. Mag., 20, 14, 10.1109/MWC.2013.6704469 Tumuluru, 2012, Performance analysis of cognitive radio spectrum access with prioritized traffic, IEEE Trans. Veh. Technol., 61, 1895, 10.1109/TVT.2012.2186471 Chengyu, 2013, Spectrum handoff scheme based on recommended channel sensing sequence, China Commun., 10, 18, 10.1109/CC.2013.6633741 Zakariya, 2015, Comments on “Optimal target channel sequence design for multiple spectrum handoffs in cognitive radio networks”, IEEE Trans. Commun., 63, 3021, 10.1109/TCOMM.2015.2450209 Azarfar, 2016, Delay analysis of multichannel opportunistic spectrum access MAC protocols, IEEE Trans. Mobile Comput., 15, 92, 10.1109/TMC.2015.2409882 Liu, 2015, Evolution handoff strategy for real-time video transmission over practical cognitive radio networks, China Commun., 12, 141, 10.1109/CC.2015.7084409 NoroozOliaee, 2014, Analyzing cognitive network access efficiency under limited spectrum handoff agility, IEEE Trans. Veh. Technol., 63, 1402, 10.1109/TVT.2013.2283856 G. Farhadi, Systems and methods for spectrum handoff management in white spaces, (U.S. Patent 8,938,240 B2, Jan. 20, 2015). Salgado, 2016, Intelligent algorithm for spectrum mobility in cognitive wireless networks, Procedia Comput. Sci., 83, 278, 10.1016/j.procs.2016.04.126 Yin, 2013, A hybrid handoff strategy based on dynamic spectrum aggregation in cognitive radio system, 213 Hernandez, 2015, Multivariable algorithm for dynamic channel selection in cognitive radio networks, EURASIP J. Wireless Commun. Networking, 1 Zhang, 2012, A grade-based spectrum handover mechanism in cognitive radio system, vol. 127, 327 Chu, 2014, Dynamic spectrum access for cognitive radio networks with prioritized traffic, IEEE Commun. Lett., 18, 1218, 10.1109/LCOMM.2014.2319253 Shabara, 2015, Efficient spectrum access strategies for cognitive networks with general idle time statistics, 7743 Wu, 2015, Optimal channel sensing sequence design for spectrum handoff, IEEE Wireless Commun. Lett., 4, 353, 10.1109/LWC.2015.2417556 Jin, 2017, System model and performance estimation of dynamic spectrum allocation strategy with multi-channel and imperfect sensing, Int. J. Comput. Math., 94, 1727, 10.1080/00207160.2016.1227797 Chen, 2013, A relay-assisted protocol for spectrum mobility and handover in cognitive LTE networks, IEEE Syst. J., 7, 77, 10.1109/JSYST.2012.2205089 Lee, 2015, Channel availability analysis of spectrum handoff in cognitive radio networks, IEEE Commun. Lett., 19, 435, 10.1109/LCOMM.2014.2387415 Wang, 2016, A QoS-guaranteed adaptive cooperation scheme in cognitive radio network, 516 Fahimi, 2016, Joint spectrum load balancing and handoff management in cognitive radio networks: a non-cooperative game approach, Wirel. Netw., 22, 1161, 10.1007/s11276-015-1023-z Giupponi, 2008, Fuzzy-based spectrum handoff in cognitive radio networks, 1 Jo, 2009, Seamless spectrum handover considering differential path-loss in cognitive radio systems, IEEE Commun. Lett., 13, 190, 10.1109/LCOMM.2009.081496 Lu, 2010, Adaptive power control based spectrum handover for cognitive radio networks, 1 Kalil, 2010, Spectrum handoff reduction for cognitive radio ad hoc networks, 1036 Sun, 2013, VoIP Quality of Experience (QoE), 123 He, 2016, Quality of experience driven multi-user video streaming in cellular cognitive radio networks with single channel access, IEEE Trans. Multimedia, 18, 1401, 10.1109/TMM.2016.2564104 Wu, 2014, Context-aware networking and communications: Part 1 [Guest Editorial], IEEE Commun. Mag., 52, 14, 10.1109/MCOM.2014.6829939 Li, 2014, CA-P2P: context-aware proximity-based peer-to-peer wireless communications, IEEE Commun. Mag., 52, 32, 10.1109/MCOM.2014.6829942 Yurur, 2014, A survey of context-aware middleware designs for human activity recognition, IEEE Commun. Mag., 52, 24, 10.1109/MCOM.2014.6829941 Wei, 2014, CACC: A context-aware congestion control approach in smartphone networks, IEEE Commun. Mag., 52, 42, 10.1109/MCOM.2014.6829943 Kawamoto, 2014, Prospects and challenges of context-aware multimedia content delivery in cooperative satellite and terrestrial networks, IEEE Commun. Mag., 52, 55, 10.1109/MCOM.2014.6829945 Misra, 2014, Context-aware quality of service in wireless sensor networks, IEEE Commun. Mag., 52, 16, 10.1109/MCOM.2014.6829940 Devi, 2019, Intelligent process of spectrum handoff for dynamic spectrum access in cognitive radio network using swarm intelligence, Int. J. Comput. Appl., 1 Jiang, 2019, Joint delay and maintenance optimization for spectrum handoff in cognitive radio networks using binary shuffled frog leaping algorithm, 751 Shi, 2019, Reinforcement learning-based spectrum handoff scheme with measured PDR in cognitive radio networks, Electron. Lett., 55, 1368, 10.1049/el.2019.2259 Oyewobi, 2019, An effective spectrum handoff based on reinforcement learning for target channel selection in the industrial internet of things, Sensors, 19, 1395, 10.3390/s19061395 Tuberquia-David, 2019, Spectrum handoff reduction in cognitive radio networks using evolutionary algorithms, J. Intell. Fuzzy Systems, 36, 6049, 10.3233/JIFS-181856 Sumathi, 2020, Machine learning-based algorithm for channel selection utilizing preemptive resume priority in cognitive radio networks validated by NS-2, Circuits Systems Signal Process., 39, 1038, 10.1007/s00034-019-01140-y Jain, 2014, Soft real time implementation of a cognitive radio testbed for frequency hopping primary satisfying QoS requirements, 1 Qi, 2013, CR based video communication testbed with robust spectrum sensing/handoff, 59 Mody, 2010 Cisco, 2006 Cisco, 2017 V. Petrushin, Hidden Markov models: Fundamentals and applications, in: Online Symposium for Electronics Engineer, Tech. Rep., 2000. Miller, 2009 Rao, 2007, Introduction to multiple attribute decision-making (MADM) methods, 27 Yazdani, 2019, On the spectrum sensing, beam selection and power allocation in cognitive radio networks using reconfigurable antennas, 1 Na, 2018, Centralized cooperative directional spectrum sensing for cognitive radio networks, IEEE Trans. Mob. Comput., 17, 1260, 10.1109/TMC.2017.2768509 MATLAB Documentation. MATLAB, in: Guide To Voice and Video over IP, Springer, MathWorks, Available as https://in.mathworks.com/help/matlab. 2015, Chapter 1 - wireless and mobile technologies and protocols and their performance evaluation, 3 Srinivasa, 2008, How much spectrum sharing is optimal in cognitive radio networks?, IEEE Trans. Wireless Commun., 7, 4010, 10.1109/T-WC.2008.070647 WARP v3. User Guide. WARP Kit, Mango Communications, Available as http://warpproject.org. Manual. HP MSM310 Access Point, HP, Available as http://www.hp.com. VQManager version 7.0.1 User Guide, ManageEngine, Available as http://demo.vqmanager.com/help. Wireshark 1.12.1 Manual, Wireshark, Available as https://www.wireshark.org/docs. Xiangwei, 2008, Detection timing and channel selection for periodic spectrum sensing in cognitive radio, 1 Wang, 2007, Optimization of detection time for channel efficiency in cognitive radio systems, 111 Burkhardt, 2001 Kraujalien, 2019, Comparative analysis of multicriteria decision-making methods evaluating the efficiency of technology transfer, Bus. Manag. Educ., 17, 72, 10.3846/bme.2019.11014 Jahanshahloo, 2011, Using DEA for evaluating the attribute weights and solving one MADM problem, Aust. J. Basic Appl. Sci., 4 Zohrehbandian, 2010, A compromise solution approach for finding common weights in DEA: an improvement to Kao and Hung’s approach, J. Oper. Res. Soc., 61, 604, 10.1057/jors.2009.4 Shah-Heydari, 2000, MMPP models for multimedia traffic, Telecommun. Syst., 15, 273, 10.1023/A:1019199013546 Osogami, 2005 Yawada, 2019, Intelligent process of spectrum handoff/mobility in cognitive radio networks, J. Electr. Comput. Eng., 2019, 1, 10.1155/2019/7692630 Liu, 2017, Priority-based spectrum access in cognitive D2D networks for IoT, 1