为提高非匀速RFID(Radio Frequency Identification)数据流情形下的数据清洗准确性,在传统数据清洗算法SMURF(statistical SMoothing for unreliable RFID data)的基础上,提出了一种基于标签速度和滑动子窗口的RFID数据清洗方法。该方...为提高非匀速RFID(Radio Frequency Identification)数据流情形下的数据清洗准确性,在传统数据清洗算法SMURF(statistical SMoothing for unreliable RFID data)的基础上,提出了一种基于标签速度和滑动子窗口的RFID数据清洗方法。该方法考虑到标签速度对滑动窗口调整的影响,依据标签速度动态调整置信度δ,同时进一步划分滑动窗口,对子窗口中的标签数据进行统计采样,并将其与整个滑动窗口的统计采样处理结果联合起来,以及时检测出标签的跃迁现象,从而准确判断标签的运动情况。实验表明,该方法有效地降低了平均错误率和积极读现象的出现频度,提高了数据准确性。展开更多
The rapid development of network raise the role of WAN. As a large-scale backbone network, the failure of network components can lead to huge loss of data and revenue. How to improve the data switching speed and Quali...The rapid development of network raise the role of WAN. As a large-scale backbone network, the failure of network components can lead to huge loss of data and revenue. How to improve the data switching speed and Quality of Service of network data is more and more important problem which Internet Server Provides cared. Multi-Protocol Lable Switching （MPLS） is a new WAN technology which is currently being standardized by IETF. This paper analysise the architecture of MPLS and describe the mechanism of label switching protocol. In addition, this study analyses the encapsulation of data packet at the Label Switching Routers which is on the boundary of MPLS network. A Label Switching Path （LSP） is built by Label Distribute Protocol in core network. A conclution of ＂one time routed, more times switching＂ routed was reached.展开更多
文摘为提高非匀速RFID(Radio Frequency Identification)数据流情形下的数据清洗准确性,在传统数据清洗算法SMURF(statistical SMoothing for unreliable RFID data)的基础上,提出了一种基于标签速度和滑动子窗口的RFID数据清洗方法。该方法考虑到标签速度对滑动窗口调整的影响,依据标签速度动态调整置信度δ,同时进一步划分滑动窗口,对子窗口中的标签数据进行统计采样,并将其与整个滑动窗口的统计采样处理结果联合起来,以及时检测出标签的跃迁现象,从而准确判断标签的运动情况。实验表明,该方法有效地降低了平均错误率和积极读现象的出现频度,提高了数据准确性。
文摘The rapid development of network raise the role of WAN. As a large-scale backbone network, the failure of network components can lead to huge loss of data and revenue. How to improve the data switching speed and Quality of Service of network data is more and more important problem which Internet Server Provides cared. Multi-Protocol Lable Switching （MPLS） is a new WAN technology which is currently being standardized by IETF. This paper analysise the architecture of MPLS and describe the mechanism of label switching protocol. In addition, this study analyses the encapsulation of data packet at the Label Switching Routers which is on the boundary of MPLS network. A Label Switching Path （LSP） is built by Label Distribute Protocol in core network. A conclution of ＂one time routed, more times switching＂ routed was reached.
