Effect of the Spectrum Sensing Period on the TCP Performance Over Cognitive Radio Ad-hoc Networks
Modeling of spectrum occupancy by both primary and secondary users in the Cognitive Radio Ad-hoc Network (CRAHN) can be helpful to improve spectrum usage efficiency. Modelling the prioritized spectrum access policy is a significant need to analyze a CRAHN. Sensing the spectrum is a basic aspect in a...
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Veröffentlicht in: | Wireless personal communications 2022, Vol.124 (3), p.2411-2426 |
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creator | Hassani, Mohammad Mehdi Pashmforoush, Sanaz Zarandi, Azadeh Alsadat Emrani |
description | Modeling of spectrum occupancy by both primary and secondary users in the Cognitive Radio Ad-hoc Network (CRAHN) can be helpful to improve spectrum usage efficiency. Modelling the prioritized spectrum access policy is a significant need to analyze a CRAHN. Sensing the spectrum is a basic aspect in a CRAHN, and in the design of sensing strategies, there are some trade-off between the PU occupancy rate, throughput, and delay and energy consumption. This paper provides a Continuous-Time Markov chain (CTMC) to describe the spectrum usage by both primary and secondary users in a CRAHN that enables the evaluation of throughput and delay. The steady-state analysis is performed to analytically derive the probability of this new packet loss in CRAHN. In addition, the average end-to-end delay together with the throughput, as two main parameters of quality of service, are improved as per the modification based on the proposed CTMC model. The results derived by these parameters are compared with some well-known transport protocols. The comparison confirms the accuracy of the proposed model. The experimental results have justified the fitness of the joint analysis model in the practical environment using the NS2. |
doi_str_mv | 10.1007/s11277-022-09470-y |
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Modelling the prioritized spectrum access policy is a significant need to analyze a CRAHN. Sensing the spectrum is a basic aspect in a CRAHN, and in the design of sensing strategies, there are some trade-off between the PU occupancy rate, throughput, and delay and energy consumption. This paper provides a Continuous-Time Markov chain (CTMC) to describe the spectrum usage by both primary and secondary users in a CRAHN that enables the evaluation of throughput and delay. The steady-state analysis is performed to analytically derive the probability of this new packet loss in CRAHN. In addition, the average end-to-end delay together with the throughput, as two main parameters of quality of service, are improved as per the modification based on the proposed CTMC model. The results derived by these parameters are compared with some well-known transport protocols. The comparison confirms the accuracy of the proposed model. 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The experimental results have justified the fitness of the joint analysis model in the practical environment using the NS2.</description><subject>Ad hoc networks</subject><subject>Cognitive radio</subject><subject>Communications Engineering</subject><subject>Computer Communication Networks</subject><subject>Delay</subject><subject>Energy consumption</subject><subject>Engineering</subject><subject>Markov chains</subject><subject>Mathematical models</subject><subject>Networks</subject><subject>Parameter modification</subject><subject>Signal,Image and Speech Processing</subject><issn>0929-6212</issn><issn>1572-834X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UM1KAzEQDqJgrb6Ap4Dn6CS72WyOpdQfKLbYCt7CbjZpt9pNTbaVvo3P4pOZuoI3LzPMzPfDfAhdUrimAOImUMqEIMAYAZkKIPsj1KNcMJIn6csx6oFkkmSMslN0FsIKINIk66FyZK3RLXYWt0uDZ5s4-O0az0wT6maBp8bXrsKu-TnPh9PDxjq_Lhpt8GRn_Nfn0C2auq13Bj8VVe3woCJLp_GjaT-cfw3n6MQWb8Fc_PY-er4dzYf3ZDy5exgOxkQzAS0pSlmWUEjgRpaiojI-wxMqeJwFZIVJpC15LAKk5VJS0BnVOdcZ1yWnadJHV53uxrv3rQmtWrmtb6KlYlmWJ4ylSR5RrENp70LwxqqNr9eF3ysK6pCl6rJU0V79ZKn2kZR0pBDBzcL4P-l_WN84QndD</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Hassani, Mohammad Mehdi</creator><creator>Pashmforoush, Sanaz</creator><creator>Zarandi, Azadeh Alsadat Emrani</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-7783-1329</orcidid></search><sort><creationdate>2022</creationdate><title>Effect of the Spectrum Sensing Period on the TCP Performance Over Cognitive Radio Ad-hoc Networks</title><author>Hassani, Mohammad Mehdi ; Pashmforoush, Sanaz ; Zarandi, Azadeh Alsadat Emrani</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c270t-ab9bb0a905e9b7d19022531755e9706ae39fb539f709f59910c61c85c65cb5143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Ad hoc networks</topic><topic>Cognitive radio</topic><topic>Communications Engineering</topic><topic>Computer Communication Networks</topic><topic>Delay</topic><topic>Energy consumption</topic><topic>Engineering</topic><topic>Markov chains</topic><topic>Mathematical models</topic><topic>Networks</topic><topic>Parameter modification</topic><topic>Signal,Image and Speech Processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hassani, Mohammad Mehdi</creatorcontrib><creatorcontrib>Pashmforoush, Sanaz</creatorcontrib><creatorcontrib>Zarandi, Azadeh Alsadat Emrani</creatorcontrib><collection>CrossRef</collection><jtitle>Wireless personal communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hassani, Mohammad Mehdi</au><au>Pashmforoush, Sanaz</au><au>Zarandi, Azadeh Alsadat Emrani</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effect of the Spectrum Sensing Period on the TCP Performance Over Cognitive Radio Ad-hoc Networks</atitle><jtitle>Wireless personal communications</jtitle><stitle>Wireless Pers Commun</stitle><date>2022</date><risdate>2022</risdate><volume>124</volume><issue>3</issue><spage>2411</spage><epage>2426</epage><pages>2411-2426</pages><issn>0929-6212</issn><eissn>1572-834X</eissn><abstract>Modeling of spectrum occupancy by both primary and secondary users in the Cognitive Radio Ad-hoc Network (CRAHN) can be helpful to improve spectrum usage efficiency. Modelling the prioritized spectrum access policy is a significant need to analyze a CRAHN. Sensing the spectrum is a basic aspect in a CRAHN, and in the design of sensing strategies, there are some trade-off between the PU occupancy rate, throughput, and delay and energy consumption. This paper provides a Continuous-Time Markov chain (CTMC) to describe the spectrum usage by both primary and secondary users in a CRAHN that enables the evaluation of throughput and delay. The steady-state analysis is performed to analytically derive the probability of this new packet loss in CRAHN. In addition, the average end-to-end delay together with the throughput, as two main parameters of quality of service, are improved as per the modification based on the proposed CTMC model. The results derived by these parameters are compared with some well-known transport protocols. The comparison confirms the accuracy of the proposed model. 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subjects | Ad hoc networks Cognitive radio Communications Engineering Computer Communication Networks Delay Energy consumption Engineering Markov chains Mathematical models Networks Parameter modification Signal,Image and Speech Processing |
title | Effect of the Spectrum Sensing Period on the TCP Performance Over Cognitive Radio Ad-hoc Networks |
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