{"title":"基于博弈论的认知无线传感器网络信道分配效用函数影响分析","authors":"Prativa Rai, M. Ghose, H. Sarma","doi":"10.1109/ANTS50601.2020.9342781","DOIUrl":null,"url":null,"abstract":"Cognitive Radio enabled Wireless Sensor Network has attracted researchers in present time. Channel allocation in such a network is a challenging task. Game Theory (GT) may also be applied to solve such issues and limited literature is available on this. However, while designing games for channel allocation, the choice of utility function plays an important role to meet higher performance levels by the channel allocation algorithm. In this paper, the impact of various utility functions which may be used in GT based channel allocation algorithms is explored. The entire process of assigning channels to different nodes through game-based allocation has been detailed. Simulations results are reported showing the performance of three different utility functions which may be used in game-based channel allocation. Future scopes of the work are outlined.","PeriodicalId":426651,"journal":{"name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"An Analysis on the Impact of Utility Functions on the Performance of Game Theory Based Channel Allocation in Cognitive Radio Wireless Sensor Network\",\"authors\":\"Prativa Rai, M. Ghose, H. Sarma\",\"doi\":\"10.1109/ANTS50601.2020.9342781\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Cognitive Radio enabled Wireless Sensor Network has attracted researchers in present time. Channel allocation in such a network is a challenging task. Game Theory (GT) may also be applied to solve such issues and limited literature is available on this. However, while designing games for channel allocation, the choice of utility function plays an important role to meet higher performance levels by the channel allocation algorithm. In this paper, the impact of various utility functions which may be used in GT based channel allocation algorithms is explored. The entire process of assigning channels to different nodes through game-based allocation has been detailed. Simulations results are reported showing the performance of three different utility functions which may be used in game-based channel allocation. Future scopes of the work are outlined.\",\"PeriodicalId\":426651,\"journal\":{\"name\":\"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)\",\"volume\":\"51 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ANTS50601.2020.9342781\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANTS50601.2020.9342781","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Analysis on the Impact of Utility Functions on the Performance of Game Theory Based Channel Allocation in Cognitive Radio Wireless Sensor Network
Cognitive Radio enabled Wireless Sensor Network has attracted researchers in present time. Channel allocation in such a network is a challenging task. Game Theory (GT) may also be applied to solve such issues and limited literature is available on this. However, while designing games for channel allocation, the choice of utility function plays an important role to meet higher performance levels by the channel allocation algorithm. In this paper, the impact of various utility functions which may be used in GT based channel allocation algorithms is explored. The entire process of assigning channels to different nodes through game-based allocation has been detailed. Simulations results are reported showing the performance of three different utility functions which may be used in game-based channel allocation. Future scopes of the work are outlined.