首页> 外文期刊>Computer Science & Information Technology >Grant-free SAFE-SCMA Based on Detection of Unknown Abnormal Codebooks
【24h】

Grant-free SAFE-SCMA Based on Detection of Unknown Abnormal Codebooks

机译:基于检测未知异常码本的免除保留安全SCMA

获取原文
           

摘要

Non-orthogonal multiple access (NOMA) can support massive accesses in 5G. Sparse code multiple access (SCMA) is a typical NOMA technology. Basic principle of SCMA is that multiuser bit data directly map into multi-dimensional complex sequences through codebooks. Grantfree SCMA allows users to select codebooks from codebook pool to send data instantly, reducing the cost of overhead and delay of granting process. When the receiver and the sender use same codebook information, the data can be transmitted correctly. But in current SCMA researches, the problem of asymmetric codebook information between sender and receiver caused by the intrusion of codebook pool is not considered. In this paper, abnormal codebook detection is proposed in the grant-free SCMA. Because most of intrusion is unknown, initial detection is realised by comparing characteristics of tested codebooks with those legal ones concluded during codebook design process. In this paper, tested objects in the test process can include but not limit to codebook structure, constellations, distribution of constellations, overall feature of codebook pool. Test is executed until discovering error states or accomplishing all tested contents. Inspired by the distinction between self and non self in the artificial immune system, tested abnormal codebooks are saved to act as detectors. To take full advantages of known non-self codebooks, saved detectors are further evolved, and future detection can do match with detectors which are evolved from those known abnormal codebooks to discover some kinds of unknown abnormal codebooks.
机译:非正交多次访问(NOMA)可以在5G中支持大量访问。稀疏代码多次访问(SCMA)是典型的NOMA技术。 SCMA的基本原理是多用户位数据通过码本直接映射到多维复合序列。 Grantfree SCMA允许用户从CodeBook池中选择码本以立即发送数据,从而降低授权过程的开销成本和延迟。当接收器和发件人使用相同的码本信息时,可以正确地发送数据。但在目前的SCMA研究中,不考虑由码本池侵入引起的发送器和接收机之间的不对称码本信息的问题。在本文中,在无授权SCMA中提出了异常的码本检测。由于大多数入侵是未知的,因此通过比较测试码本与在码本设计过程中结束的合法的特征来实现初始检测。在本文中,测试过程中的测试对象可以包括但不限于码本结构,星座,星座分布,码本池的整体特征。执行测试,直到发现错误状态或完成所有测试内容。灵感来自人工免疫系统中自我和非自我之间的区分,测试的异常码本保存以充当探测器。为了采取已知的非自我码本,保存的检测器进一步发展,未来的检测可以与从那些已知的异常码本演变的检测器匹配以发现某些类型的未知异常码本。

著录项

获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号