2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)最新文献

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PACRIM 2019 Greetings from the Conference General Chair PACRIM 2019大会主席的问候
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/pacrim47961.2019.8985086
{"title":"PACRIM 2019 Greetings from the Conference General Chair","authors":"","doi":"10.1109/pacrim47961.2019.8985086","DOIUrl":"https://doi.org/10.1109/pacrim47961.2019.8985086","url":null,"abstract":"","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114998119","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}
引用次数: 0
Geospatial Computing Collaborations 地理空间计算协作
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985053
Derek Jacoby, Andy Wynden, Bing Gao, F. Giannini, Maycira P. F. Costa, Y. Coady
{"title":"Geospatial Computing Collaborations","authors":"Derek Jacoby, Andy Wynden, Bing Gao, F. Giannini, Maycira P. F. Costa, Y. Coady","doi":"10.1109/PACRIM47961.2019.8985053","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985053","url":null,"abstract":"Geospatial algorithm development is a complex collaborative process involving remote sensing scientists with different expertise needing to cooperate on massive and diverse datasets. These datasets can range from satellite imagery to citizen scientist observations, and include both publicly available and proprietary resources. The traditional mode of work is for each participant to have their own desktop machine with large attached storage and to essentially work in a silo. This approach, however, inhibits effective collaboration because individuals must navigate a complex system setup and use ad-hoc techniques such as sharing a portable hard drive to co-produce data products. The limitation of running on a desktop computer also restricts the scale of questions that can be asked due to excessively long processing times, sometimes spanning several weeks. Another consequence of this process is the lack of data conformance standards, that tend to emerge from shared needs when communities collaborate to advance application frameworks.In this paper, we investigate the social and collaborative aspects of cloud architectures to support geospatial computing. These new architectures provide emergent modes of collaboration. We provide a concrete case study of a typical geospatial collaboration, and detail the build of a collaborative platform as we evolve it from a silo, to a research cluster, and finally to a public cloud. The architectures are evaluated in terms of costs and benefits from systems and software engineering perspectives.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134163216","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}
引用次数: 0
Increasing Spectrum Sharing Opportunities by Radio Link Design in an Urban Environment 通过城市环境中的无线电链路设计增加频谱共享机会
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985089
Nobuo Suzuki, Tatsuya Yoshioka, T. Maeyama
{"title":"Increasing Spectrum Sharing Opportunities by Radio Link Design in an Urban Environment","authors":"Nobuo Suzuki, Tatsuya Yoshioka, T. Maeyama","doi":"10.1109/PACRIM47961.2019.8985089","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985089","url":null,"abstract":"Modern mobile communication systems like 5G require more frequency bands to achieve such user needs as higher data rate, low latency, and massive device connectivity. This paper describes our dynamic spectrum-sharing scheme to obtain more bandwidth. Our scheme collects the frequency band usage information at each location and time, and determines such appropriate spectrum-sharing conditions, as available spectrum band and transmission power based on the spectrum usage. If interference between the primary and secondary users occurs during spectrum sharing, the sharing condition is changed. This paper also proposes a detection method for primary user communication areas to increase the opportunity for spectrum-sharing and improve the ordinally Interference Temperature Model. We conclude that spectrum-sharing can be achieved in an urban radio propagation environment through a computer simulation.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133102286","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}
引用次数: 1
Data Mining Hardware Acceleration for Object Detection 面向目标检测的数据挖掘硬件加速
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985102
Narges Attarmoghaddam, K. F. Li
{"title":"Data Mining Hardware Acceleration for Object Detection","authors":"Narges Attarmoghaddam, K. F. Li","doi":"10.1109/PACRIM47961.2019.8985102","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985102","url":null,"abstract":"Over the past decade, object detection has been an active research area in the field of computer vision due to its many applications such as intelligent robots, smart homes, monitoring and surveillance. The need for real-time detection in most of these applications and the frequent failure of software-based implementations in achieving real-time capability, has motivated researchers to utilize hardware acceleration. Due to the potential for parallelism, low power and reconfigurability, Field Programmable Gate Array (FPGA) devices are well-suited for object detection system implementation. In this survey, we investigate FPGA-based implementation of object detection systems using data mining algorithms.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"60 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114051569","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}
引用次数: 2
Dynamic Games in Federated Learning Training Service Market 联邦学习培训服务市场的动态博弈
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985096
Y. Zou, Shaohan Feng, Jing Xu, Shimin Gong, D. Niyato, W. Cheng
{"title":"Dynamic Games in Federated Learning Training Service Market","authors":"Y. Zou, Shaohan Feng, Jing Xu, Shimin Gong, D. Niyato, W. Cheng","doi":"10.1109/PACRIM47961.2019.8985096","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985096","url":null,"abstract":"With the great success of deep learning and increasingly powerful mobile devices, federated learning gains growing attentions from both academia and industry. It provides high-quality on-device model training services while preserves data privacy. In this paper, we consider a federated learning training service market which consists of model owners as consumers and mobile device groups as providers. A two-layer dynamic game is formulated to analyze the dynamics of this market. In particular, the service selection processes of model owners are modeled as a lower-level evolutionary game while the pricing strategies of mobile device groups are modeled as a higher-level differential game. The solutions of the dynamic games, i.e., dynamic equilibrium are analyzed theoretically and verified via extensive numerical evaluations.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114078840","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}
引用次数: 5
Secrecy Energy Efficient Beamforming for Satellite-Terrestrial Coordinated Communication Systems 卫星-地面协调通信系统的保密性节能波束形成
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985090
Pu Chen, J. Ouyang, Wei-Ping Zhu, N. Al-Dhahir
{"title":"Secrecy Energy Efficient Beamforming for Satellite-Terrestrial Coordinated Communication Systems","authors":"Pu Chen, J. Ouyang, Wei-Ping Zhu, N. Al-Dhahir","doi":"10.1109/PACRIM47961.2019.8985090","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985090","url":null,"abstract":"This paper investigates the secrecy energy efficiency maximization (SEEM) problem in a satellite-terrestrial coordinated communication systems. First, we formulate a coordinated transmission optimization problem by using the secrecy energy efficiency (SEE) as optimization criterion and meanwhile the transmission quality of the terrestrial link and the transmission power of the satellite and ground base station as constraints. Due to the fractional form of SEE, the formulated optimization problem is nonconvex and mathematically intractable. Then, we transform the original fractional problem into an equivalent subtractive problem, and employ the difference of two-convex functions (D.C.) approximation method to arrive at an approximate convex problem. Finally, we propose a convergence proven iterative algorithm to solve the modified maximization problem. Simulation results are presented to illustrate the effectiveness of our proposed algorithm.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125078746","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}
引用次数: 1
Adaptive Clock and Data Recovery for Asymmetric Triangular Frequency Modulation Profile 非对称三角形调频配置文件的自适应时钟和数据恢复
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985058
A. M. Zaki
{"title":"Adaptive Clock and Data Recovery for Asymmetric Triangular Frequency Modulation Profile","authors":"A. M. Zaki","doi":"10.1109/PACRIM47961.2019.8985058","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985058","url":null,"abstract":"Clock and Data Recovery (CDR) is an important block in Serializer/Deserializer (SerDes) systems used to recover the clock from the bitstream. With high data rates, the effect of Electromagnetic Interference (EMI) is increased. Several spreading spectrum profiles are able to reduce the effect of EMI. Asymmetric spreading spectrum profile is one of the types that can be implemented easily and can make a significant reduction on EMI. The challenge in CDR design is increased with asymmetric spreading profiles as the slew-rate is high with respect to the other profiles. Many researches provided several architectures for adaptive CDR with symmetric spreading profiles. In this research, a new architecture is proposed to detect the large phase error to reach suitable CDR controller parameters needed to recover the clock with high slew-rate profiles. The proposed architecture is able to get locking with the incoming data in short-time even with an initial large difference between transmitter and receiver clock frequency and at the same time achieve minimum jitter. A white Gaussian noise with 30 dB Signal to Noise Ratio (SNR) is used on a channel model to simulate the actual behavior on SIMULINK. Also, a search algorithm is proposed to find the best CDR settings in the proposed architecture. Results obtained from MATLAB shows the efficiency of the proposed architecture to track the data with largest slew-rate using sudden step change on transmitter clock frequency.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129539588","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}
引用次数: 0
Does the ISA Really Matter? A Simulation Based Investigation ISA真的重要吗?基于仿真的调查
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985059
Ming Ling, Xin Xu, Y. Gu, Zhihua Pan
{"title":"Does the ISA Really Matter? A Simulation Based Investigation","authors":"Ming Ling, Xin Xu, Y. Gu, Zhihua Pan","doi":"10.1109/PACRIM47961.2019.8985059","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985059","url":null,"abstract":"Prior studies on the performance and energy impacts of ISAs are normally based on the measurements of real hardware platforms. However, the extremely diverse hardware implementations make the comparisons among different platforms difficult and indirect, not mention the difficulties of the analyses of micro-architectural metrics. In this paper, we conduct an investigation of ARM, RISC-V and X86 ISAs based on the gem5 cycle-accurate simulations, in which the target implementations of these ISAs are simulated with the same three hardware configurations, namely the In-Order, Out-of-Order1 and Out-of-Order2. Fifteen benchmarks chosen from SPEC2006 and BEEBS are used to conduct the simulations. Meanwhile, the power and energy consumption of the target implementations is evaluated by McPAT. Our simulation results suggest that although ARM ISA outperforms RISC-V and X86 ISAs in performance and energy consumption, the differences between ARM and RISC-V are very subtle, while the performance gaps between ARM and X86 are possibly caused by the relatively low hardware configurations used in this paper and could be narrowed or even reversed by more aggressive hardware approaches. Our study confirms that one ISA is not fundamentally more efficient.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129824925","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}
引用次数: 2
A Novel ATPG Method to Increase Activation Probability of Hardware Trojan 一种提高硬件木马激活概率的ATPG方法
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985088
Tianliang Xu, Chenxu Wang, Shiyao Zhao, Zhiquan Zhou, Min Luo, Xinsheng Wang
{"title":"A Novel ATPG Method to Increase Activation Probability of Hardware Trojan","authors":"Tianliang Xu, Chenxu Wang, Shiyao Zhao, Zhiquan Zhou, Min Luo, Xinsheng Wang","doi":"10.1109/PACRIM47961.2019.8985088","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985088","url":null,"abstract":"A hardware Trojan is defined as a malicious, undesired modification hidden in an electronic circuit. Since the logic test has the advantage of being free of process fluctuations and test noise, a logic test is used to test whether the circuit under test contains a hardware Trojan. This paper optimizes N-detect ATPG detection scheme to generate optimized test vectors for logic testing. The simulation results on s5378 and s38417 benchmarks demonstrate that, compared with traditional logic test technique, the test vectors generated by this paper are able to successfully increase activation probability of a hardware Trojan and detect abnormal outputs.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124563016","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}
引用次数: 0
TAVO: A Tree-like Analytical View for OLAP 面向OLAP的树状分析视图
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2019-08-01 DOI: 10.1109/PACRIM47961.2019.8985106
Benyuan Zou, Jinguo You, Jiaman Ding, Hao Sun
{"title":"TAVO: A Tree-like Analytical View for OLAP","authors":"Benyuan Zou, Jinguo You, Jiaman Ding, Hao Sun","doi":"10.1109/PACRIM47961.2019.8985106","DOIUrl":"https://doi.org/10.1109/PACRIM47961.2019.8985106","url":null,"abstract":"Online Analytical Processing provides multidimensional, summarized views of business data. It enables users to drill down or roll up from a level to another level in a dimension, which forms an analytical path/thread. In many scenarios, this analytical path is very useful for users to keep their analysis in context. But most visualization tools display only the result in one chart after drilling down or rolling up. The analytical context or the intermediate process is lost or indirect. This paper presents a novel OLAP visualization approach called TAVO - a Tree-like Analysis View for OLAP. It visualizes the multi-dimensional data by various charts and organizes them in a tree, where each node is a chart and connects other charts when a user navigates along a dimension by levels or to another dimension. By this way, the drill-down/roll-up semantic relationship is clearly expressed. Users can easily explore relative history queries by rolling up in a chart. We implemented TAVO by dynamically generating multidimensional expressions (MDX) on the fly and then visualizing the results by visualization components such as Microsoft Office Web Component. The system prototype demonstrates the effectiveness of TAVO.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116904400","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}
引用次数: 1
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