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Erschienen in: Wireless Personal Communications 1/2013

01.09.2013

Distributed Delay-Aware Routing and Metrics Evaluation for Cognitive Radio Networks

verfasst von: Yean-Fu Wen

Erschienen in: Wireless Personal Communications | Ausgabe 1/2013

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Abstract

Cognitive radii can dynamically sense, negotiate, and switch to available spectral bands to enhance spectrum utilization. The available spectral resource may vary with time and places, which lead to several implementation difficulties to send data in multi-hop cognitive radio networks (CRNs). We considered such factors as available time, spectral bands, transmission ranges, error rates, and primary user interruption rates, as well as sensing, negotiating, selecting, and switching time, and designed a delay-aware routing metric for multi-band, multi-rate, and multi-range CRNs. A distributed routing scheme was designed, and the performance was evaluated by a centralized algorithm in regard to the average and maximal end-to-end delays. The results demonstrated that the metrics considering the link- and nodal-delays outperforms current solutions, including probability-aware, capacity-aware, and hop-count methods, by an average of 13 %. We further discuss related issues and conclude our findings.

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Literatur
1.
Zurück zum Zitat Akyildiz, I. F., Lee, W. Y., & Chowdhury, K. (2009). Spectrum management in cognitive radio ad hoc networks. IEEE Network, 23(4), 6–12.CrossRef Akyildiz, I. F., Lee, W. Y., & Chowdhury, K. (2009). Spectrum management in cognitive radio ad hoc networks. IEEE Network, 23(4), 6–12.CrossRef
2.
Zurück zum Zitat Liang, C., Chen, C., Li, G. Y., & Mahonen, P. (2011). Cognitive radio networking and communications: An overview. IEEE Transaction on Vehicular Technology, 60(7), 3386–3407.CrossRef Liang, C., Chen, C., Li, G. Y., & Mahonen, P. (2011). Cognitive radio networking and communications: An overview. IEEE Transaction on Vehicular Technology, 60(7), 3386–3407.CrossRef
3.
Zurück zum Zitat Stavroulaki, V., Petromanolakis, D., & Demestichas, P. (2012). Utility-aware cognitive network selections in wireless infrastructures. Wireless Personal Communications, 63(1), 1–30.CrossRef Stavroulaki, V., Petromanolakis, D., & Demestichas, P. (2012). Utility-aware cognitive network selections in wireless infrastructures. Wireless Personal Communications, 63(1), 1–30.CrossRef
4.
Zurück zum Zitat Tachwali, Y., Basma, F., & Refai, H. H. (2012). Adaptability and configurability in cognitive radio design on small form factor software radio platform. Wireless Personal Communications, 62(1), 1–29.CrossRef Tachwali, Y., Basma, F., & Refai, H. H. (2012). Adaptability and configurability in cognitive radio design on small form factor software radio platform. Wireless Personal Communications, 62(1), 1–29.CrossRef
5.
Zurück zum Zitat Zhao, N. (2013). A novel two-stage entropy-based robust cooperative spectrum sensing scheme with two-bit decision in cognitive radio. Wireless Personal Communications, doi:10.1007/s11277-012-0650-2 (Published Online). Zhao, N. (2013). A novel two-stage entropy-based robust cooperative spectrum sensing scheme with two-bit decision in cognitive radio. Wireless Personal Communications, doi:10.​1007/​s11277-012-0650-2 (Published Online).
6.
Zurück zum Zitat Vizireanu, D. N. (2011). A simple and precise real-time four point single sinusoid signals instantaneous frequency estimation method for portable DSP based instrumentation. Measurement, 44(2), 500–502.CrossRef Vizireanu, D. N. (2011). A simple and precise real-time four point single sinusoid signals instantaneous frequency estimation method for portable DSP based instrumentation. Measurement, 44(2), 500–502.CrossRef
7.
Zurück zum Zitat Mitola, J., & Maguire, G. Q. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communication, 6(4), 13–18.CrossRef Mitola, J., & Maguire, G. Q. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communication, 6(4), 13–18.CrossRef
8.
Zurück zum Zitat Prasad, R. V., Pawelczak, P., Hoffmeyer, J. A., & Berger, H. S. (2008). Cognitive functionality in next generation wireless networks: Standardization efforts. IEEE Communication Magazine, 46(4), 72–78.CrossRef Prasad, R. V., Pawelczak, P., Hoffmeyer, J. A., & Berger, H. S. (2008). Cognitive functionality in next generation wireless networks: Standardization efforts. IEEE Communication Magazine, 46(4), 72–78.CrossRef
9.
Zurück zum Zitat Penna, F., & Garello, R. (2011). Detection of discontinuous signals for cognitive radio applications. IET Communication, 5(10), 1453–1461.MathSciNetCrossRef Penna, F., & Garello, R. (2011). Detection of discontinuous signals for cognitive radio applications. IET Communication, 5(10), 1453–1461.MathSciNetCrossRef
10.
Zurück zum Zitat Hosseini, S. M., Teimouri, M., & Nadarajah, S. (2012). Available and waiting times for cognitive radios. Wireless Personal Communications, 65(2), 319–334.CrossRef Hosseini, S. M., Teimouri, M., & Nadarajah, S. (2012). Available and waiting times for cognitive radios. Wireless Personal Communications, 65(2), 319–334.CrossRef
11.
Zurück zum Zitat Wen, Y. F., & Liao, W. (2010). On QoS routing in wireless ad-hoc cognitive radio networks. In Proceedings of IEEE vehicular technology conference (VTC 2010-Spring) (pp. 1–5). Wen, Y. F., & Liao, W. (2010). On QoS routing in wireless ad-hoc cognitive radio networks. In Proceedings of IEEE vehicular technology conference (VTC 2010-Spring) (pp. 1–5).
12.
Zurück zum Zitat Adamopoulou, E., Demestichas, K., & Theologou, M. (2008). Enhanced estimation of configuration capabilities in cognitive radio. IEEE Communication Magazine, 46(4), 56–63.CrossRef Adamopoulou, E., Demestichas, K., & Theologou, M. (2008). Enhanced estimation of configuration capabilities in cognitive radio. IEEE Communication Magazine, 46(4), 56–63.CrossRef
13.
Zurück zum Zitat Tang, J., Xue, G., & Zhang, W. (2009). Cross-layer optimization for end-to-end rate allocation in multi-radio wireless mesh networks. ACM Wireless Network, 15(1), 53–64.CrossRef Tang, J., Xue, G., & Zhang, W. (2009). Cross-layer optimization for end-to-end rate allocation in multi-radio wireless mesh networks. ACM Wireless Network, 15(1), 53–64.CrossRef
14.
Zurück zum Zitat Cheng, G., Liu, W., Li, Y., & Cheng, W. (2007). Spectrum aware on-demand routing in cognitive radio networks. In Proceedings of IEEE international symposium new frontiers in dynamic spectrum access, networks (DySPAN’07) (pp. 571–574). Cheng, G., Liu, W., Li, Y., & Cheng, W. (2007). Spectrum aware on-demand routing in cognitive radio networks. In Proceedings of IEEE international symposium new frontiers in dynamic spectrum access, networks (DySPAN’07) (pp. 571–574).
15.
Zurück zum Zitat Lim, H. J., Seol, D. Y., & Im, G. H. (2010). Resource allocation for mitigating the effect of sensing errors in cognitive radio networks. IEEE Communication Letter, 14(12), 1119–1121.CrossRef Lim, H. J., Seol, D. Y., & Im, G. H. (2010). Resource allocation for mitigating the effect of sensing errors in cognitive radio networks. IEEE Communication Letter, 14(12), 1119–1121.CrossRef
16.
Zurück zum Zitat Lin, C., & Chen, C. (2010). Spectrum aware opportunistic routing in cognitive radio networks. In Proceedings of IEEE global telecommunications conference (IEEE GLOBECOM 2010) (pp. 1–6). Lin, C., & Chen, C. (2010). Spectrum aware opportunistic routing in cognitive radio networks. In Proceedings of IEEE global telecommunications conference (IEEE GLOBECOM 2010) (pp. 1–6).
17.
Zurück zum Zitat Farraj, A. K., & Hammad, E. M. (2011). Performance of primary users in spectrum sharing cognitive radio environment. Wireless Personal Communications, doi:10.1007/s11277-011-0469-2 (Published Online). Farraj, A. K., & Hammad, E. M. (2011). Performance of primary users in spectrum sharing cognitive radio environment. Wireless Personal Communications, doi:10.​1007/​s11277-011-0469-2 (Published Online).
18.
Zurück zum Zitat Farraj, A. K., & Hammad, E. M. (2012). Impact of quality of service constraints on the performance of spectrum sharing cognitive users. Wireless Personal Communications. doi:10.1007/s11277-012-0606-6 (Published Online). Farraj, A. K., & Hammad, E. M. (2012). Impact of quality of service constraints on the performance of spectrum sharing cognitive users. Wireless Personal Communications. doi:10.​1007/​s11277-012-0606-6 (Published Online).
19.
Zurück zum Zitat Farraj, A. K. (2012). Impact of cognitive communications on the performance of the primary users. Wireless Personal Communications. doi:10.1007/s11277-012-0855-4 (Published Online). Farraj, A. K. (2012). Impact of cognitive communications on the performance of the primary users. Wireless Personal Communications. doi:10.​1007/​s11277-012-0855-4 (Published Online).
20.
Zurück zum Zitat Gür, G., Bayhan, S., & Alagöz, F. (2010). Cognitive femtocell networks: An overlay architecture for localized dynamic spectrum access. IEEE Wireless Communication, 17(4), 62–70.CrossRef Gür, G., Bayhan, S., & Alagöz, F. (2010). Cognitive femtocell networks: An overlay architecture for localized dynamic spectrum access. IEEE Wireless Communication, 17(4), 62–70.CrossRef
21.
Zurück zum Zitat FCC. (2002). Spectrum policy task force report. ET Docket, no. 02–135, Nov. 2002. FCC. (2002). Spectrum policy task force report. ET Docket, no. 02–135, Nov. 2002.
22.
Zurück zum Zitat Lei, G., Wang, W., Peng, T., & Wang, W. (2008). Routing metric in cognitive radio networks. In Proceedings of IEEE international conference on circuits and systems for, communications (ICCSC’08) (pp. 265–269). Lei, G., Wang, W., Peng, T., & Wang, W. (2008). Routing metric in cognitive radio networks. In Proceedings of IEEE international conference on circuits and systems for, communications (ICCSC’08) (pp. 265–269).
23.
Zurück zum Zitat Mumey, B., Zhao X., Tang, J., & Wolff, R. (2010). Transmission scheduling for routing paths in cognitive radio mesh networks. In Proceedings of communications society conference on sensor mesh and ad hoc Communications and, Networks (SECON’10) (pp. 1–8). Mumey, B., Zhao X., Tang, J., & Wolff, R. (2010). Transmission scheduling for routing paths in cognitive radio mesh networks. In Proceedings of communications society conference on sensor mesh and ad hoc Communications and, Networks (SECON’10) (pp. 1–8).
24.
Zurück zum Zitat Qaraqe, K. A., Ekin, S., Agarwal, T., & Serpedin, E. (2011). Performance analysis of cognitive radio multiple-access channels over dynamic fading environments. Wireless Personal Communications. doi:10.1007/s11277-011-0497-y (Published Online). Qaraqe, K. A., Ekin, S., Agarwal, T., & Serpedin, E. (2011). Performance analysis of cognitive radio multiple-access channels over dynamic fading environments. Wireless Personal Communications. doi:10.​1007/​s11277-011-0497-y (Published Online).
25.
Zurück zum Zitat Yuan, Y., Bahl, P., Chandra, R., Moscibroda, T., & Wu, Y. (2007). Allocating dynamic time-spectrum blocks in cognitive radio networks. In Proceedings of tenth ACM international symposium on mobile ad hoc networking and, computing (MobiHoc’07) (pp. 130–139). Yuan, Y., Bahl, P., Chandra, R., Moscibroda, T., & Wu, Y. (2007). Allocating dynamic time-spectrum blocks in cognitive radio networks. In Proceedings of tenth ACM international symposium on mobile ad hoc networking and, computing (MobiHoc’07) (pp. 130–139).
26.
Zurück zum Zitat Wang, W., Shin, K. G., & Wang, W. (2012). Distributed resource allocation based on queue balancing in multi-hop cognitive radio networks. IEEE ACM Transaction on Network, 20(3), 837–850.MathSciNetCrossRef Wang, W., Shin, K. G., & Wang, W. (2012). Distributed resource allocation based on queue balancing in multi-hop cognitive radio networks. IEEE ACM Transaction on Network, 20(3), 837–850.MathSciNetCrossRef
27.
Zurück zum Zitat Bao, X., Martins, P., Song, T., & Shen, L. (2011). Stable throughput and delay performance in cognitive cooperative systems. IET Communication, 5(2), 190–198.MathSciNetCrossRef Bao, X., Martins, P., Song, T., & Shen, L. (2011). Stable throughput and delay performance in cognitive cooperative systems. IET Communication, 5(2), 190–198.MathSciNetCrossRef
28.
Zurück zum Zitat Zhang, Q., & Fitzek, F. H. P. (2007). Cooperative retransmission for reliable wireless multicast services. In Cognitive wireless networks concepts, methodologies and visions, inspiring the AGe of enlightenment of wireless communications Chap 25 cognitive wireless networks (1st edn, pp. 485–498). New York: Springer. Zhang, Q., & Fitzek, F. H. P. (2007). Cooperative retransmission for reliable wireless multicast services. In Cognitive wireless networks concepts, methodologies and visions, inspiring the AGe of enlightenment of wireless communications Chap 25 cognitive wireless networks (1st edn, pp. 485–498). New York: Springer.
29.
Zurück zum Zitat Shi, Y., Hou, Y. T., Zhou, H., & Midkiff, S. F. (2010). Distributed cross-layer optimization for cognitive radio networks. IEEE Transaction on Vehicular Technology, 59(8), 4058–4069.CrossRef Shi, Y., Hou, Y. T., Zhou, H., & Midkiff, S. F. (2010). Distributed cross-layer optimization for cognitive radio networks. IEEE Transaction on Vehicular Technology, 59(8), 4058–4069.CrossRef
31.
Zurück zum Zitat Kleinrock, L. (1975–1976). Queuing systems. New York, Wiley-Interscience. Kleinrock, L. (1975–1976). Queuing systems. New York, Wiley-Interscience.
32.
Zurück zum Zitat Cormen, T. H., Leiserson, C. E., & Rivest, C. (2001). Introduction to algorithms. In Section 24.1: The Bellman-Ford algorithm (2nd edn, pp. 588–592). MIT Press. Cormen, T. H., Leiserson, C. E., & Rivest, C. (2001). Introduction to algorithms. In Section 24.1: The Bellman-Ford algorithm (2nd edn, pp. 588–592). MIT Press.
Metadaten
Titel
Distributed Delay-Aware Routing and Metrics Evaluation for Cognitive Radio Networks
verfasst von
Yean-Fu Wen
Publikationsdatum
01.09.2013
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2013
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-013-1042-y

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