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A Modeling Approach for Resource Management in Resource-Constrained Nodes 资源约束节点中资源管理的建模方法
Pub Date : 2015-02-28 DOI: 10.4304/jnw.10.01.39-50
Torsten M. Runge, B. Wolfinger, Stephan Heckmüller, Alireza Abdollahpouri
The rapid growth of link bandwidths on one hand, and the emergence of resource-constrained nodes (e.g. software routers) on the other hand, will cause network nodes to be the bottleneck in the future. Parallel processing using multi-core processors can increase the packet processing of resource-constrained nodes and alleviate the problem. However, intra-node resource contention can have a strong negative impact on the corresponding network node and, therefore, also on the overall performance of the network. Commonly used network simulators (e.g. ns-3) only offer a rather simplistic node model and do not take into account intra-node resource contention. We propose a unified and extensible approach to model intra-node resource management in resource-constrained nodes. Our model gives ability to identify and predict performance bottlenecks in networks. We have implemented our model as an extension to the network simulator ns-3. The simulation results using different case studies, show that our approach significantly outperforms the original ns-3 in terms of realistic modeling.
一方面链路带宽的快速增长,另一方面资源受限节点(如软件路由器)的出现,将使网络节点成为未来的瓶颈。使用多核处理器进行并行处理可以提高资源受限节点的数据包处理能力,从而缓解这一问题。但是,节点内的资源争用会对相应的网络节点产生强烈的负面影响,因此也会对网络的整体性能产生影响。常用的网络模拟器(例如ns-3)只提供一个相当简单的节点模型,并且不考虑节点内的资源争用。我们提出了一种统一的、可扩展的方法来模拟资源受限节点的节点内资源管理。我们的模型提供了识别和预测网络性能瓶颈的能力。我们已经实现了我们的模型作为网络模拟器ns-3的扩展。使用不同案例研究的仿真结果表明,我们的方法在逼真建模方面明显优于原始的ns-3。
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引用次数: 2
Techniques for Allocation of Sensors in Shared Wireless Sensor Networks 共享无线传感器网络中传感器的分配技术
Pub Date : 2015-02-28 DOI: 10.4304/jnw.10.01.15-28
N. K. Kapoor, S. Majumdar, B. Nandy
Wireless sensor networks (WSNs) hosting multiple applications are gaining popularity over wireless sensor networks dedicated to a single application. The applications hosted by the WSN may have different characteristics. This research investigates the importance of using information about the characteristics of the applications and the state of the network while allocating the sensor nodes to requests for applications. A number of static and dynamic allocation algorithms are investigated. Results of simulation experiments demonstrate that the lifetime of a WSN can be effectively increased by using information about the applications and the state of the WSN. Insights into the relationship between system performance and various system and workload characteristics gained from the simulation experiments are presented.
承载多个应用程序的无线传感器网络(wsn)比专用于单个应用程序的无线传感器网络越来越受欢迎。WSN承载的应用程序可能具有不同的特征。本研究探讨了在将传感器节点分配给应用程序请求时,使用有关应用程序特征和网络状态的信息的重要性。研究了一些静态和动态分配算法。仿真实验结果表明,利用应用信息和WSN的状态信息可以有效地延长WSN的寿命。介绍了从仿真实验中获得的系统性能与各种系统和工作负载特性之间的关系。
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引用次数: 11
The value distribution of fm + a(f(k))n and normal families of meromorphic functions fm + a(f(k))n的值分布与亚纯函数的正规族
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2371-2375
Qi Yang, Yuebo Cao
In this paper, we obtain a normal criterion of meromorphic functions concerning shared values. Let Dbe a domain in C and F be a family of meromorphic functions in D. Let k, n,m ∈ N+, n ≥ mk+m+1, and a, btwo finite complex numbers with a 6= 0. Suppose that every f ∈ F has all its zeros of multiplicity at least k + 1 . If fm + a(f(k))n and gm + a(g(k))nshare the value b IM for every pair of functions (f, g) of F, then F is a normal family in D.
本文给出了关于共享值的亚纯函数的一个正规判据。设C和F中的定义域是d中的亚纯函数族,设k, n,m∈n +, n≥mk+m+1, a, b两个a = 0的有限复数。假设每个f∈f的所有0的多重性至少为k + 1。如果fm + a(f(k))n和gm + a(g(k))n对f的每一对函数(f, g)都有相同的值b IM,则f是D中的正规族。
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引用次数: 1
A Collaboration-based Distributed TDMA Scheduling Algorithm for Data Collection in Wireless Sensor Networks 基于协作的分布式TDMA无线传感器网络数据采集调度算法
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2319-2327
Bo Zeng, Yabo Dong
For data collection application in wireless sensor networks, it is a hard task to guarantee interference-aware slot assignment in distributed TDMA scheduling algorithm. This paper proposed a new scheduling algorithm based on the collaboration of nodes to resolve the slot collision when nodes try to assign slots to them. The time of network initialization is divided into rounds. The collaboration consisted of three phases: REQ, REPLY, and ACK is used to guarantee the interference-aware slot assignment during each round. The slot information is exchanged when node execute collaboration. We evaluate the performance of our algorithm by using NS2. The results indicate that our algorithm has better packet receive ratio and energy efficiency than existing algorithm.
对于无线传感器网络中的数据采集应用,分布式TDMA调度算法中如何保证干扰感知的时隙分配是一个难题。提出了一种基于节点协作的调度算法,以解决节点分配槽位时的冲突问题。网络初始化的时间分为几轮。协作包括三个阶段:REQ、REPLY和ACK,以保证每一轮的干扰感知插槽分配。节点执行协作时交换槽位信息。我们通过使用NS2来评估算法的性能。结果表明,该算法比现有算法具有更高的数据包接收率和能量利用率。
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引用次数: 10
A Robust Data Gathering Technique for Large Scaled Wireless Sensor Networks 大型无线传感器网络的鲁棒数据采集技术
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2342-2352
Q. Mamun, Ashfaqur Rahman
In this paper we propose a data gathering scheme for large scaled wireless sensor networks using multiple mobile data collectors (MDCs) and the spatial division multiple access (SDMA) technique. We focus on minimizing the data gathering time by employing the SDMA technique, and minimizing the length of touring paths of MDCs by employing Voronoi diagrams. The proposed scheme facilitates all deployed sensors to experience uniform energy depletion by avoiding long-distance transmissions to the base station. This, in turns, helps to prolong the lifetime of the network, and the network remains connected for longer period of time and increases the robustness. Simulation results demonstrate that the proposed scheme greatly reduces the traversal distance of the data collectors compared to the grid based approximation algorithm, prolongs the network lifetime significantly compared to a network which has only a static data collector, or a network in which the mobile collectors only move along straight lines.
本文提出了一种采用多移动数据采集器(mdc)和空分多址(SDMA)技术的大规模无线传感器网络数据采集方案。我们的重点是通过采用SDMA技术来最小化数据收集时间,并通过使用Voronoi图来最小化mdc的巡回路径长度。该方案通过避免向基站的长距离传输,使所有部署的传感器经历均匀的能量消耗。反过来,这有助于延长网络的生命周期,网络保持更长时间的连接并增加鲁棒性。仿真结果表明,与基于网格的近似算法相比,该方案大大缩短了数据采集器的遍历距离,与只有静态数据采集器的网络或仅沿直线移动的移动采集器的网络相比,该方案显著延长了网络寿命。
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引用次数: 0
An Improved Community Partition Algorithm Integrating Mutual Information 一种集成互信息的改进社区划分算法
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2289-2298
Y. Li, Ying Sha, Jixi Shan, Bo Jiang, Jianjun Wu
The research of community detection can help us analyze kinds of problems in social network, in which the research of community structure is very important. This paper proposes an improved algorithm: An Improved BGLL Integrating Mutual Information (BGLLi), which stabilizes modularity, meanwhile fuses the index of mutual information, so that we can find the optimal threshold of modularity and reduce the running time of community partition effectively. The dataset adopts the Twitter dataset and the public Arxiv dataset, and the related experimental results have verified the effectiveness of the algorithm
社区检测的研究可以帮助我们分析社会网络中的各种问题,其中社区结构的研究是非常重要的。本文提出了一种改进算法:改进的互信息集成BGLLi (improved BGLL integrated Mutual Information, BGLLi),该算法在稳定模块化的同时融合互信息指标,从而找到模块化的最优阈值,有效地减少了社区划分的运行时间。数据集采用Twitter数据集和公开的Arxiv数据集,相关实验结果验证了算法的有效性
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引用次数: 1
Node-Based Resource Optimization Algorithm of Wireless Network 基于节点的无线网络资源优化算法
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2424-2432
R. Mu
In order to improve the traditional wireless sensor network resources shortcomings of single, large power consumption, this paper puts forward the optimization algorithm of wireless sensor network resources. And analyzes the network design of wireless sensor network, optimize the algorithm in the rate and the node power consumption and energy saving method, finally do comparison by using two groups of different simulation experiment data. The experimental results show that in wireless sensor networks, compared to the traditional algorithm, the optimized design of resource algorithm has high running speed and more can save network nodes in the network node energy transfer and consumption capability and rate, and has convergence.
为了改善传统无线传感器网络资源单一、功耗大的缺点,本文提出了无线传感器网络资源的优化算法。并分析了无线传感器网络的网络设计,优化算法在速率和节点功耗和节能方面的方法,最后通过使用两组不同的仿真实验数据做比较。实验结果表明,在无线传感器网络中,与传统算法相比,优化设计的资源算法具有较高的运行速度,更能节省网络节点在网络中节点能量传输和消耗的能力和速率,并且具有收敛性。
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引用次数: 0
An RFID Data and Location Parameter Joint Estimation Based on an Improved MCMC Method 基于改进MCMC方法的RFID数据和位置参数联合估计
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2392-2401
Mingyi Duan, Yajun Yang, Wei Wang
The location parameter of the electronic tag is the necessary condition for RFID application systems to realize their operation functions. Based on RFID detection model within which the target of the symbol location will spill over to adjacent area when sampling, the posterior probability distribution of the parameters to be estimated is obtained from the conditional likelihood function and the prior distribution of unknown parameters by Bayesian theory. Metropolis-Hastings (M-H) sampling algorithm of Markov Chain Monte Carlo (MCMC) is used to jointly estimate the RFID data and tag symbol location parameter within the range of multiple readers, and in this paper, the M-H sampling is improved by considering the prior knowledge and constraints. At last, the experimental results, using large simulated data, demonstrate the accuracy and efficiency of the proposed algorithm
电子标签的位置参数是RFID应用系统实现其运行功能的必要条件。基于采样时标识位置目标溢出到相邻区域的RFID检测模型,利用贝叶斯理论从条件似然函数和未知参数的先验分布得到待估计参数的后验概率分布。采用马尔可夫链蒙特卡罗(MCMC)的Metropolis-Hastings (M-H)采样算法对多个读写器范围内的RFID数据和标签符号位置参数进行联合估计,本文通过考虑先验知识和约束条件对M-H采样进行改进。最后,利用大型模拟数据进行了实验,验证了该算法的准确性和有效性
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引用次数: 0
A Physical Layer Key Negotiation Mechanism to Secure Wireless Networks 保护无线网络安全的物理层密钥协商机制
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2299-2308
Jikang Xia, Lan Chen, Ying Li, Endong Tong
The rapid technological developments in computing technology and the proliferation of wireless network nodes with light infrastructure, have emerged large quantities of security requirements of informational privacy in cyberspace. Due to the inherent nature of open medium, diversity and variability of network topology, wireless networks are greatly difficult to secure by traditional methods. A physical layer key negotiation mechanism to secure wireless networks is proposed to quickly exchange and establish conventional cryptographic keys by exploiting the wireless channel’s characteristics. The physical layer key negotiation mechanism and its supplementary exception handling caused by the variations in communication paths are both described step by step. The simulation results verify the consistency of the keys of legitimate users, robustness and feasibility of this mechanism. Furthermore this cross-layer security technology is an exemplary complement to existing wireless network protocols to improve their security and enhances the ability to resist replay attacks, brute-force attack and eavesdropping.
随着计算技术的飞速发展和轻型无线网络节点的激增,对网络空间的信息隐私提出了大量的安全要求。由于无线网络固有的开放介质特性、网络拓扑结构的多样性和可变性,用传统方法对无线网络进行安全保护是非常困难的。利用无线信道的特点,提出了一种安全无线网络的物理层密钥协商机制,以快速交换和建立常规的加密密钥。逐步描述了物理层密钥协商机制及其由通信路径变化引起的附加异常处理。仿真结果验证了合法用户密钥的一致性、该机制的鲁棒性和可行性。此外,这种跨层安全技术是对现有无线网络协议的一种示范性补充,可以提高其安全性,增强抵抗重放攻击、暴力攻击和窃听的能力。
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引用次数: 1
A Novel Opportunistic Relay and Energy Efficient Power Allocation Algorithm in Cooperative Wireless Sensor Networks 协同无线传感器网络中一种新的机会中继和能量高效分配算法
Pub Date : 2014-04-09 DOI: 10.4304/jnw.9.9.2448-2455
Feng-Nien Wu
A series of challenges exist in the process of sensor network research which can not be solved by one sensor node. Cooperative communication, based on the idea of spatial diversity, which makes different users or nodes in wireless network share their antennas or other network resources, is a promising technique toward improving performance of wireless sensor network significantly. This article adopts cooperation between nodes and opportunistic collaboration transmission strategy is proposed. Energy efficient power allocation algorithm in wireless sensor network is put forward to optimize performance of opportunistic cooperative transmission. Through the simulation, regardless of statistical feature of channel state of opportunistic node, opportunistic cooperation can effectively improve the performance of the system. Using energy efficient power allocation algorithm can effectively reduce energy consumption of the network and improve the network performance
在传感器网络的研究过程中存在着一系列的挑战,这些挑战不是单个传感器节点所能解决的。协作通信是一种基于空间分集思想,使无线网络中的不同用户或节点共享其天线或其他网络资源的技术,是一种有望显著提高无线传感器网络性能的技术。本文采用节点间合作的方式,提出了机会协同传输策略。为了优化机会协同传输的性能,提出了无线传感器网络中节能的功率分配算法。通过仿真,无论机会节点信道状态的统计特征如何,机会合作都能有效地提高系统的性能。采用节能的功率分配算法可以有效降低网络能耗,提高网络性能
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引用次数: 0
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J. Networks
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