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Throughput Optimization in Multiple Antenna based Cognitive Radio using an Improved Energy Detector


Affiliations
1 RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India
 

In this paper, the performance of a Cognitive Radio (CR) regarding cooperative spectrum sensing is analyzed. The CR usually has multiple antennas and calculates decision statistics for all antennas using an improved energy detector. Upon calculation the CR makes a binary decision on whether Primary User (PU) is absent or present. However, in this paper we have considered a single antenna at the CR. The energy detector uses amplitudes of samples of the PU's signal, raised to an arbitrary positive power (p). Expressions for false alarm probability and missed detection probability are derived. The effects of fading have also been included in the expression of the error probabilities. Through calculation the optimal value of p for optimum throughput has been calculated. Also through simulation the minimized values of false alarm probabilities and missed detection probabilities have been found.

Keywords

Cognitive Radio, Detection Probability, False Alarm Probability, Missed Detection Probability.
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  • FCC In the matter of facilitating opportunities for flexible, efficient and reliable spectrum us employing Cognitive Radio Technologies. 2003. ET Docket No. 03-108.

  • Akyildiz IF, Lee WY, Vuran MC, Mohanty S. NeXt generation/dynamic spectrum access/Cognitive Radio wireless networks: A survey. Computer Networks. Elsevier. 2006 Sep; 50(13):2127–59.

  • Haykin S. Cognitive Radio: Brain-empowered wireless communications. IEEE J Sel Areas Commun. 2005 Feb; 23(2):201–20.

  • Singh A, Bhatnagar M, Mallik R. Cooperative spectrum sensing in multiple antenna based Cognitive Radio network using an improved energy detector. IEEE Commun Lett. 2012 Jan; 16(1):64–7.

  • Quan Z, Cui S, Sayed AH, Poor HV. Wideband spectrum sensing in Cognitive Radio Networks. Proc ICC; Beijing. 2008 May 19-23. p. 901–6.


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  • Throughput Optimization in Multiple Antenna based Cognitive Radio using an Improved Energy Detector

Abstract Views: 684  |  PDF Views: 281

Authors

Tanmoy Roy
RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India
Bratin Maity
RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India
Shreya Dey
RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India
Annesha Mandal
RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India
Srijibendu Bagchi
RCC Institute of Information Technology, Kolkata – 700015, West Bengal, India

Abstract


In this paper, the performance of a Cognitive Radio (CR) regarding cooperative spectrum sensing is analyzed. The CR usually has multiple antennas and calculates decision statistics for all antennas using an improved energy detector. Upon calculation the CR makes a binary decision on whether Primary User (PU) is absent or present. However, in this paper we have considered a single antenna at the CR. The energy detector uses amplitudes of samples of the PU's signal, raised to an arbitrary positive power (p). Expressions for false alarm probability and missed detection probability are derived. The effects of fading have also been included in the expression of the error probabilities. Through calculation the optimal value of p for optimum throughput has been calculated. Also through simulation the minimized values of false alarm probabilities and missed detection probabilities have been found.

Keywords


Cognitive Radio, Detection Probability, False Alarm Probability, Missed Detection Probability.

References