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RISS 인기검색어
- 검색키워드
- 저자 : Liu Huafu (검색결과 3 건)
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Fast Approach for High Temporal Utility Item Mining
Pan Yi,Liu Huafu,Zhang Bo 보안공학연구지원센터 2016 International Journal of Database Theory and Appli Vol.9 No.8
High utility itemset mining algorithms should weigh itemset statistical information with their semantic importance to generate a more accurate and sensible description of the itemset utility. A novel High Utility Itemset tree (HUI-tree) structure, which is an extended prefix-tree structure for the storage of compressed utility information about itemsets, is proposed to address this issue. Moreover, FHUI-Growth, a fast approach for high utility itemset mining algorithm is developed for mining high utility itemsets. Mining efficiency is achieved with three new techniques: (1) both frequency statistic and complex itemset utility information can be compressed into the condensed HUI-tree structure, which successfully avoids multiple database rescan, (2) a part of the utility calculation process can be simplified because a tighter bottom bound pruning constrain can be obtained through the HUI-Tree, and (3) the costly tree scan operation is converted into the item conditional projection matrix row and column computation, which effectively reduces the mining process. Evaluations of the testing data set show that the execution performance and scalability are better than the classical Two-Phase algorithm.
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Pan Yi,Liu Huafu,Zhang Zhuxian,Huang Feijiang,Cai Chenglin,Feng Lu 보안공학연구지원센터 2016 International Journal of Future Generation Communi Vol.9 No.7
Aiming at the requirement of the autonomous time synchronization in BeiDou Navigation Satellite System (BDS), an algorithm for inter-satellite autonomous time synchronization and ranging is proposed. Based on the establishment of the inter-satellite link length model of the BDS, a series of simulation has been carried out through the use of STK (Satellite Tool Kit), which includes the simulation of the length changing rules, the length variation scale and its variation ratio. Based on these simulations, an analysis of the impact of satellite motion on the inter-satellite two-way time synchronization and range has been presented. In this algorithm, the inter-satellite clock-offset and range with minimal error are acquired by utilizing the combination of clock-offset fitting polynomial and range fitting polynomial based on the least square fitting of data generated from the inter-satellite two-way time synchronization. Empirical evaluation of the BDS simulation shows that our time synchronization error is 2ns, and ranging error is 2m under the condition of acceptable simulation error. With the application of the algorithm to the inter-satellite autonomous time synchronization and ranging, the high-accuracy measurement of inter-satellite clock-offset and range of BDS can be reached.
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A GPS/GSM Based Vehicle Monitoring and Anti-Theft System
Pan Yi,Liu Huafu,Feng Lu,Zhang Zhuxian,Huang Feijiang,Cai Chenglin 보안공학연구지원센터 2016 International Journal of Smart Home Vol.10 No.7
Aiming at the requirement of remote monitoring and anti-theft system, a GPS/GSM based mobile phone remote vehicle monitoring and anti-theft system is developed. The system design contains two parts: hardware part and software part. On the hardware design, the STC89C52 chip is chosen as the main control chip, the u-blox NEO-6M chip is used as the vehicle position information module, and the GTIM900-B chip is adopted as the short message sending module. On the software design of the system, a single-chip microcomputer program, an analog serial port program, a GPS information processing program and a GSM short message sending program are implemented. In addition, the system has developed algorithms, including map displaying algorithm, speech alarming algorithm and short message trapping algorithm. When an abnormal moving distance exceeds 100 meters, the current vehicle position will be identified and displayed on the APP map of the mobile phone in real time for the vehicle owner, and the system will warning the owner that the vehicle has moved by speech alarming. The system is the low-cost, and can be applied extensively on the remote monitoring of personal vehicle and the remote trapping and location of the outside moving subject.
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