{"title":"A compressive sensing recovery algorithm based on sparse Bayesian learning for block sparse signal","authors":"Wen Wang, Jia Min, Guo Qing","doi":"10.1109/WPMC.2014.7014878","DOIUrl":"https://doi.org/10.1109/WPMC.2014.7014878","url":null,"abstract":"Compressive sensing offers a new wideband spectrum sensing scheme in cognitive radio. In this paper, a sparse signal recovery algorithm based on sparse Bayesian learning (SBL) framework is proposed. By exploiting intrablock correlation in a block sparse model and using Expectation-Maximization (EM) method, this algorithm achieves superior performance. The results of experiments show that this algorithm is robust to noise and has better performance than other algorithms in signal recovery. Then we apply it to wideband spectrum sensing, we find that proposed algorithm not only guarantees accurate signal estimation, but also obtains higher correct detection probability.","PeriodicalId":387598,"journal":{"name":"International Symposium on Wireless Personal Multimedia Communications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122615419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lei Feng, Mengjun Yin, Nan Xiang, Wenjing Li, Xue-song Qiu
{"title":"Load-balancing based on Base-Station CoMP with guaranteed call blocking rate","authors":"Lei Feng, Mengjun Yin, Nan Xiang, Wenjing Li, Xue-song Qiu","doi":"10.1109/WPMC.2014.7014829","DOIUrl":"https://doi.org/10.1109/WPMC.2014.7014829","url":null,"abstract":"As a major part of wireless network optimization, load balancing can make the BS's resource utilization more reasonable. This paper proposes a load-balancing strategy based on Coordinated Multiple Points (CoMP) transmission/reception among the Base Stations (BS). To use universally, different patterns of load-balancing based on CoMP are modeled and discussed. We define call blocking rate as the QoS metric to be guaranteed during load balancing process. The capacity of load-balancing and call blocking rate with different load-balancing patterns based on CoMP are evaluated and analyzed in an area with a moderate dense distribution of high-loaded BSs. The analysis on the numerical results give the proper load balancing pattern based on CoMP with guaranteed call blocking rate.","PeriodicalId":387598,"journal":{"name":"International Symposium on Wireless Personal Multimedia Communications","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130940272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Min Jia, Xinyu Wang, Qing Guo, Xuemai Gu, Zengyuan Yu
{"title":"A multi-bit decision cooperative spectrum sensing algorithm in mobile scenarios based on trust valuations in cognitive radio context","authors":"Min Jia, Xinyu Wang, Qing Guo, Xuemai Gu, Zengyuan Yu","doi":"10.1109/WPMC.2014.7014840","DOIUrl":"https://doi.org/10.1109/WPMC.2014.7014840","url":null,"abstract":"Cognitive radio is able to effectively solve problems like spectrum resource scarcity and low spectrum utilization rate in wireless communication system. The detection performance of multi-bit decision algorithm is much better than that of conventional 1-bit decision algorithm. Aiming at attacks from malicious users in multi-bit decision model when cognitive users are mobile, this paper proposes a multi-bit decision cooperative spectrum sensing algorithm in mobile scenarios based on trust valuations. It adopts two kinds of reliabilities: location reliability and user reliability. The former is used to describe average fading characteristics and average path loss characteristics of wireless channels in different areas and the latter is used to describe reliability of each user's detection result. Use user reliability to remove malicious users in each cell. Calculate the accumulated average value of reliable decision results of each cell and then compute location reliability. Finally, fusion center calculate a weighted objective function to make the final decision. According to simulation results, when cognitive users are mobile, this proposed mobile scenario algorithm can resist attacks from malicious users effectively, i.e. on condition that the false alarm probability is constant, it can increase the detection probability effectively.","PeriodicalId":387598,"journal":{"name":"International Symposium on Wireless Personal Multimedia Communications","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127885123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Privacy Preserving Consensus Scheme for Dishonest Nodes in System","authors":"Jiaqi Zhao, Jinbiao Luo","doi":"10.1109/WPMC52694.2021.9700434","DOIUrl":"https://doi.org/10.1109/WPMC52694.2021.9700434","url":null,"abstract":"","PeriodicalId":387598,"journal":{"name":"International Symposium on Wireless Personal Multimedia Communications","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130396870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}