Skip to main content
Erschienen in: Wireless Personal Communications 4/2018

22.09.2018

Modelling and Performance Analysis of Energy Detector Over Weibull–Shadowed Fading Channel with Application to Cooperative Sensing

verfasst von: Puspraj Singh Chauhan, Sanjay Kumar Soni

Erschienen in: Wireless Personal Communications | Ausgabe 4/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this work, we investigate and analyse the performance of the energy detector over Weibull–Shadowed composite fading channel. To this end, we have derived the novel expressions for the probability of detection (PD) and the average area under the receiver operating characteristic curve (AUC). Furthermore, the asymptotic analysis of such performance metrics has been carried out and the simpler and closed-form expressions of the PD and the average AUC have been proposed with maximal ratio combining, equal gain combining, and selection combining diversity schemes. Finally, the derived results have been applied to cooperative system considering erroneous channel between secondary users and a fusion center. The derived expressions are valid for both integer and non-integer values of the multipath and shadowing parameters. The derived analytical results are corroborated by both exact numerical results and Monte-Carlo simulations, and it is shown that the performance of cooperative system not only depends on the parameters of composite fading distribution but also on the erroneous feed-back channel.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Sagias, N. C., Karagiannidis, G. K., Bithas, P. S., & Mathiopouls, P. T. (2005). On the correlated weibull fading model and its applications. In IEEE 62nd Vehicular Technology Conference (pp. 2149–2153). Sagias, N. C., Karagiannidis, G. K., Bithas, P. S., & Mathiopouls, P. T. (2005). On the correlated weibull fading model and its applications. In IEEE 62nd Vehicular Technology Conference (pp. 2149–2153).
2.
Zurück zum Zitat Bouanani, F. El. (2014). A new closed-form approximations for MRC receiver over non-identical weibull fading channels. In Proceedings of the international wireless communications and mobile computing conference (IWCMC). Bouanani, F. El. (2014). A new closed-form approximations for MRC receiver over non-identical weibull fading channels. In Proceedings of the international wireless communications and mobile computing conference (IWCMC).
3.
Zurück zum Zitat Bouanani, F. El., & Ben-Azza, H. (2015). Efficient performance evaluation for EGC, MRC and SC receivers over weibull multipath fading channel. In Proceedings of the international conference on cognitive radio oriented wireless networks (pp. 346–357). Bouanani, F. El., & Ben-Azza, H. (2015). Efficient performance evaluation for EGC, MRC and SC receivers over weibull multipath fading channel. In Proceedings of the international conference on cognitive radio oriented wireless networks (pp. 346–357).
4.
Zurück zum Zitat Ibdah, Y., & Ding, Y. (2015). Mobile-to-mobile channel measurements at 1.85 GHz in suburban environments. IEEE Transactions on Communications, 63(2), 466–475.CrossRef Ibdah, Y., & Ding, Y. (2015). Mobile-to-mobile channel measurements at 1.85 GHz in suburban environments. IEEE Transactions on Communications, 63(2), 466–475.CrossRef
5.
Zurück zum Zitat Bessate, A., & Bouanani, F. E. (2016). A very tight approximate results of MRC receivers over independent weibull fading channels. Physical Communication, 21, 30–40.CrossRef Bessate, A., & Bouanani, F. E. (2016). A very tight approximate results of MRC receivers over independent weibull fading channels. Physical Communication, 21, 30–40.CrossRef
6.
Zurück zum Zitat Héliot, F., Xiaoli, C., Hoshyar, R., & Tafazolli, R. (2009). A tight closed-form approximation of the log-normal fading channel capacity. IEEE Transactions on Communications, 8(6), 2842–2847. Héliot, F., Xiaoli, C., Hoshyar, R., & Tafazolli, R. (2009). A tight closed-form approximation of the log-normal fading channel capacity. IEEE Transactions on Communications, 8(6), 2842–2847.
7.
Zurück zum Zitat Khandelwal, V., & Karmeshu, (2014). A new approximation for average symbol errorprobability over log-normal channels. IEEE Wireless Communications Letters, 3(1), 58–61.CrossRef Khandelwal, V., & Karmeshu, (2014). A new approximation for average symbol errorprobability over log-normal channels. IEEE Wireless Communications Letters, 3(1), 58–61.CrossRef
8.
Zurück zum Zitat Khandelwal, V., Kaushik, R., & Jain, R. C. (2017). A simple closed form approximation of average channel capacity for weakly turbulent optical wireless links. Wireless Personal Communications, 95(3), 2665–2677.CrossRef Khandelwal, V., Kaushik, R., & Jain, R. C. (2017). A simple closed form approximation of average channel capacity for weakly turbulent optical wireless links. Wireless Personal Communications, 95(3), 2665–2677.CrossRef
9.
Zurück zum Zitat Chauhan, P. S., & Soni, S. K. (2018). New analytical expressions for ASEP of modulation techniques with diversity over lognormal fading channels with application to interference-limited environment. Wireless Personal Communication, 99(2), 695–716.CrossRef Chauhan, P. S., & Soni, S. K. (2018). New analytical expressions for ASEP of modulation techniques with diversity over lognormal fading channels with application to interference-limited environment. Wireless Personal Communication, 99(2), 695–716.CrossRef
10.
Zurück zum Zitat El Ayadi, M. H., Ismail, M. M. H., & Alhennawi, H. R., (2016). Unified approach for probability of detection evaluation over generalized fading channels. IET Communications, 10(12), 1532–1541.CrossRef El Ayadi, M. H., Ismail, M. M. H., & Alhennawi, H. R., (2016). Unified approach for probability of detection evaluation over generalized fading channels. IET Communications, 10(12), 1532–1541.CrossRef
11.
Zurück zum Zitat Sofotasios, P. C., Fikadu, M. K., Ho-Van, K., & Valkama, M. (2013). Energy detection sensing of unknown signals over weibull fading channels. In The 2013 international conference on advanced technologies for communications (pp. 414–419). Sofotasios, P. C., Fikadu, M. K., Ho-Van, K., & Valkama, M. (2013). Energy detection sensing of unknown signals over weibull fading channels. In The 2013 international conference on advanced technologies for communications (pp. 414–419).
12.
Zurück zum Zitat Dalai, D. P., & Anuradha, S. (2015). Co-operative spectrum sensing for cognitive radio systems over fading channels. In 3rd International conference on signal processing, communication and networking (ICSCN). Dalai, D. P., & Anuradha, S. (2015). Co-operative spectrum sensing for cognitive radio systems over fading channels. In 3rd International conference on signal processing, communication and networking (ICSCN).
13.
Zurück zum Zitat Atapattu, S., Tellambura, C., & Jiang, H. (2010). Performance of an energy detector over channels with both multipath fading and shadowing. The IEEE Transactions on Wireless Communications, 9(12), 3662–3670.CrossRef Atapattu, S., Tellambura, C., & Jiang, H. (2010). Performance of an energy detector over channels with both multipath fading and shadowing. The IEEE Transactions on Wireless Communications, 9(12), 3662–3670.CrossRef
14.
Zurück zum Zitat Alhennawi, H. R., Ismail, M. H., & Mourad, H.-A. M. (2014). Performance evaluation of energy detection over extended generalised-\(\cal{K}\) composite fading channels. Electronics Letters, 50(22), 1643–1645.CrossRef Alhennawi, H. R., Ismail, M. H., & Mourad, H.-A. M. (2014). Performance evaluation of energy detection over extended generalised-\(\cal{K}\) composite fading channels. Electronics Letters, 50(22), 1643–1645.CrossRef
15.
Zurück zum Zitat Peppas, K. P., Efthymoglou, G., Aalo, V. A., Alwakeel, M., & Alwakeel, S. (2015). Energy detection of unknown signals in Gamma-shadowed Rician fading environments with diversity reception. IET Communications, 9(2), 196–210.CrossRef Peppas, K. P., Efthymoglou, G., Aalo, V. A., Alwakeel, M., & Alwakeel, S. (2015). Energy detection of unknown signals in Gamma-shadowed Rician fading environments with diversity reception. IET Communications, 9(2), 196–210.CrossRef
16.
Zurück zum Zitat Chauhan, P. S., Tiwari, D., & Soni, S. (2017). New analytical expressions for the performance metrics of wireless communication system over weibull/lognormal composite fading. International Journal of Electronics and Communications (AEU), 82, 397–405.CrossRef Chauhan, P. S., Tiwari, D., & Soni, S. (2017). New analytical expressions for the performance metrics of wireless communication system over weibull/lognormal composite fading. International Journal of Electronics and Communications (AEU), 82, 397–405.CrossRef
17.
Zurück zum Zitat Abramowitz, M., & Stegun, A. I. (1972). Handbook of mathematical functions with formulas, graphs, and mathematical tables. New York: Dover Publications Inc.MATH Abramowitz, M., & Stegun, A. I. (1972). Handbook of mathematical functions with formulas, graphs, and mathematical tables. New York: Dover Publications Inc.MATH
18.
Zurück zum Zitat Simon, M. K., & Alouini, M. (2005). Digital communication over fading channels (2nd ed.). New York: Wiley. Simon, M. K., & Alouini, M. (2005). Digital communication over fading channels (2nd ed.). New York: Wiley.
19.
Zurück zum Zitat Atapattu, S., Tellambura, C., & Jiang, H. (2010). Analysis of area under the ROC curve of energy detection. The IEEE Transactions on Wireless Communications, 9(3), 1216–1225.CrossRef Atapattu, S., Tellambura, C., & Jiang, H. (2010). Analysis of area under the ROC curve of energy detection. The IEEE Transactions on Wireless Communications, 9(3), 1216–1225.CrossRef
20.
Zurück zum Zitat Annamalai, A., Olabiyi, O., Alam, S., Odejide, O., & Vaman, D. (2011). Unified analysis of energy detection of unknown signals over generalized fading channels. In Proceedings of the 7th international on wireless communications and mobile computing conference (IWCMC) (pp. 636–641). Annamalai, A., Olabiyi, O., Alam, S., Odejide, O., & Vaman, D. (2011). Unified analysis of energy detection of unknown signals over generalized fading channels. In Proceedings of the 7th international on wireless communications and mobile computing conference (IWCMC) (pp. 636–641).
21.
Zurück zum Zitat Adamchik, V. S., & Marichev, O. I. (1990). The algorithm for calculating integrals of hypergeometric type functions and its realization in reduced system. New York: ACM. Adamchik, V. S., & Marichev, O. I. (1990). The algorithm for calculating integrals of hypergeometric type functions and its realization in reduced system. New York: ACM.
22.
Zurück zum Zitat Gradshteyn, I. S., & Ryzhik, I. M. (2007). Table of integrals, series, and products (7th ed.). California: Academic Press.MATH Gradshteyn, I. S., & Ryzhik, I. M. (2007). Table of integrals, series, and products (7th ed.). California: Academic Press.MATH
24.
Zurück zum Zitat Hanley, J. A., & McNeil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29–36.CrossRef Hanley, J. A., & McNeil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29–36.CrossRef
25.
Zurück zum Zitat Prudnikov, A. P., Brychkov, Y. A., & Marichev, O. I. (1986). Integrals and series volume 2: Special functions (1st ed.). London: Gordon and Breach Science Publishers.MATH Prudnikov, A. P., Brychkov, Y. A., & Marichev, O. I. (1986). Integrals and series volume 2: Special functions (1st ed.). London: Gordon and Breach Science Publishers.MATH
26.
Zurück zum Zitat Rana, V., Chauhan, P. S., Soni, S. K., & Bhatt, M. (2017). A new closed-form of ASEP and channel capacity with MRC and selection combining over Inverse Gaussian shadowing. International Journal of Electronics and Communications (AEU), 74, 107–115.CrossRef Rana, V., Chauhan, P. S., Soni, S. K., & Bhatt, M. (2017). A new closed-form of ASEP and channel capacity with MRC and selection combining over Inverse Gaussian shadowing. International Journal of Electronics and Communications (AEU), 74, 107–115.CrossRef
27.
Zurück zum Zitat Prudnikov, A. P., Brychkov, Y. A., & Marichev, O. I. (1986). Integrals and series volume 3: More special functions (1st ed.). London: Gordon and Breach Science Publishers.MATH Prudnikov, A. P., Brychkov, Y. A., & Marichev, O. I. (1986). Integrals and series volume 3: More special functions (1st ed.). London: Gordon and Breach Science Publishers.MATH
28.
Zurück zum Zitat Quan, L., Jun, G., & Lesheng, C. (2010). Optimization of energy detection based cooperative spectrum sensing in cognitive radio networks. In International conference on wireless communications and signal processing (WCSP) (pp. 1–5). Quan, L., Jun, G., & Lesheng, C. (2010). Optimization of energy detection based cooperative spectrum sensing in cognitive radio networks. In International conference on wireless communications and signal processing (WCSP) (pp. 1–5).
29.
Zurück zum Zitat Wei, Z., Ranjan, K. M, & Khaled Ben, L., (2009). Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks. The IEEE Transactions on Wireless Communications, 8(12), 5761–5766.CrossRef Wei, Z., Ranjan, K. M, & Khaled Ben, L., (2009). Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks. The IEEE Transactions on Wireless Communications, 8(12), 5761–5766.CrossRef
30.
Zurück zum Zitat Althunibat, S., Di Renzo, M., & Granelli, F. (2013). Optimizing the K-out-of-N rule for cooperative spectrum sensing in cognitive radio networks. In 2013 IEEE proceedings of the global communications conference (GLOBECOM) (pp. 1607–1611). Althunibat, S., Di Renzo, M., & Granelli, F. (2013). Optimizing the K-out-of-N rule for cooperative spectrum sensing in cognitive radio networks. In 2013 IEEE proceedings of the global communications conference (GLOBECOM) (pp. 1607–1611).
32.
Zurück zum Zitat Soulimani, A., Benjillali, M., Chergui, H., & da Costa, D. B. (2015). Performance analysis of M-QAM multihop relaying over mm wave weibull fading channels. In International conference on wireless networks and mobile communications (WINCOM15) (pp. 1–19). Soulimani, A., Benjillali, M., Chergui, H., & da Costa, D. B. (2015). Performance analysis of M-QAM multihop relaying over mm wave weibull fading channels. In International conference on wireless networks and mobile communications (WINCOM15) (pp. 1–19).
33.
Zurück zum Zitat Loo, C. (1985). A statistical model for a land mobile satellite link. IEEE Transactions on Vehicular Technology, 34, 122–127.CrossRef Loo, C. (1985). A statistical model for a land mobile satellite link. IEEE Transactions on Vehicular Technology, 34, 122–127.CrossRef
34.
Zurück zum Zitat Loo, C. (1990). Digital transmission through a land mobile satellite channel. IEEE Transactions on Communications, 38, 693–697.CrossRef Loo, C. (1990). Digital transmission through a land mobile satellite channel. IEEE Transactions on Communications, 38, 693–697.CrossRef
Metadaten
Titel
Modelling and Performance Analysis of Energy Detector Over Weibull–Shadowed Fading Channel with Application to Cooperative Sensing
verfasst von
Puspraj Singh Chauhan
Sanjay Kumar Soni
Publikationsdatum
22.09.2018
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 4/2018
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-018-5963-3

Weitere Artikel der Ausgabe 4/2018

Wireless Personal Communications 4/2018 Zur Ausgabe

Neuer Inhalt