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Assessing dependability of wireless networks using neural networks 利用神经网络评估无线网络的可靠性
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1606090
A. Snow, P. Rastogi, G. Weckman
Critical infrastructures such as wireless network systems demand dependability. Dependability attributes addressed in this paper include availability, reliability, maintainability and survivability. This research uses computer simulation and artificial intelligence to introduce a new approach to assess dependability of wireless networks. The new approach is based on the development of a neural network, which is trained to investigate availability, reliability, maintainability, and survivability attributes (ARMS) of a wireless network. In this work, given a variety of reliability and maintainability attribute scenarios for a wireless infrastructure, the resulting impact on network availability and survivability are determined. Component mean time to failure (MTTF) is used to model reliability, while the mean time to restore (MTR) is used for maintainability. Here, unavailability, the complement of availability, is defined as the fraction of time the entire network system is down, while survivability is the fraction of network user capacity up over time. Both availability and survivability can be instantaneous or averaged over some period. The data set, which is used to train the neural network, is obtained from simulation experiments with a range of component MTTF and MTTR. In addition, the number of times a new regulatory outage reporting threshold is surpassed is also determined. This research also focuses on the relative performance of neural network modeling compared to analytical and simulation techniques for assessing the ARMS attributes of a wireless network, and the additional insights that can be obtained from NN modeling.
无线网络系统等关键基础设施需要可靠性。本文讨论的可靠性属性包括可用性、可靠性、可维护性和生存性。本研究利用计算机模拟和人工智能技术,提出了一种评估无线网络可靠性的新方法。新方法基于神经网络的发展,该网络被训练来研究无线网络的可用性、可靠性、可维护性和生存性属性(ARMS)。在这项工作中,给定无线基础设施的各种可靠性和可维护性属性场景,确定其对网络可用性和生存性的影响。组件平均故障时间(MTTF)用于可靠性建模,而平均恢复时间(MTR)用于可维护性。这里,不可用性(可用性的补充)被定义为整个网络系统停机的时间占比,而可生存性是网络用户容量随时间增长的时间占比。可用性和生存能力可以是瞬时的,也可以是一段时间内的平均值。用于训练神经网络的数据集是由一系列分量MTTF和MTTR的仿真实验获得的。此外,还确定了超过新的监管中断报告阈值的次数。本研究还侧重于与评估无线网络的ARMS属性的分析和仿真技术相比,神经网络建模的相对性能,以及可以从神经网络建模中获得的额外见解。
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引用次数: 24
Stryker Brigade Combat Team IPv6 transition modeling and simulation study Stryker旅战斗队IPv6过渡建模与仿真研究
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1606008
D. Green
In this paper, we describe our efforts to build a working IPv6 transition architecture for Stryker Brigade Combat Team (SBCT) tactical radio networks and test the efficiency of the architecture via an OPNET M&S study. Our engineers determined that the previous study Macintyre, L. of IPv6 over advanced tactical radio networks did not experiment with some key technologies that are now emerging such as robust IP header compression Bormann, et al., scalable link-state (proactive) MANET routing protocols with scoped routing areas [Baker, et al. (2003), Spagnolo, et al. (2004), Chandra, et al. (2004)], or "dual stacked" routing protocols where a single protocol instance is capable of advertising both IPv4 and IPv6 addresses on a single link Mirtarobi, et al. (2004). The models also were lacking an accurate low-level model of tactical radio link and physical layers, and did not use an accurate traffic model of military tactical data communications like the PCS traffic model that the CERDEC team has developed through our experience with PCS and DARPA M&S work. By injecting these key technologies into our SBCT radio model, we have created architecture, extensible to other net-centric forces like PCS, for transitioning tactical radios networks to IPv6. Our study found that with proper engineering, tactical networks could reap the benefits of IPv6 and operate with efficiency equal to or greater than current IPv4 networks
在本文中,我们描述了我们为Stryker旅战斗队(SBCT)战术无线电网络构建工作IPv6转换架构的努力,并通过OPNET M&S研究测试了该架构的效率。我们的工程师确定,之前关于先进战术无线网络上的IPv6的研究麦金泰尔,L.没有试验现在出现的一些关键技术,如强大的IP报头压缩Bormann等人,具有范围路由区域的可扩展链路状态(主动)MANET路由协议[Baker等人(2003),Spagnolo等人(2004),Chandra等人(2004)]。或“双堆叠”路由协议,其中单个协议实例能够在单个链路上发布IPv4和IPv6地址。Mirtarobi等(2004)。这些模型也缺乏精确的战术无线电链路和物理层的低级模型,并且没有使用军事战术数据通信的精确流量模型,例如CERDEC团队通过PCS和DARPA M&S工作开发的PCS流量模型。通过将这些关键技术注入我们的SBCT无线电模型,我们已经创建了架构,可扩展到其他以网络为中心的力量,如PCS,用于将战术无线电网络过渡到IPv6。我们的研究发现,通过适当的工程设计,战术网络可以获得IPv6的好处,并以等于或高于当前IPv4网络的效率运行
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引用次数: 3
Defend against topological attacks in sensor networks 防范传感器网络中的拓扑攻击
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1605774
Yun Zhou, Yuguang Fang
Sensor networks are vulnerable to many active attacks due to the defects of the network protocols that are not designed carefully to involve security defenses at the beginning. Most of the attacks try to cause topological distortion by spoofing or replaying routing information. This paper proposes to use a location-based naming (LBN) mechanism for sensor nodes, in which location information is embedded into node identifier and acts as an inherent node characteristic to provide authentication service in local access control. When LBN is enforced, the impacts of many attacks to sensor network topology can be limited in a small area. A link layer authentication (LLA) scheme is also proposed to further decrease the impacts of those attacks. Our LBN and LLA can be combined and act as an efficient solution against a wide range of topological attacks in sensor networks
传感器网络容易受到许多主动攻击,这是由于网络协议的缺陷,在一开始就没有精心设计安全防御。大多数攻击试图通过欺骗或重放路由信息来造成拓扑扭曲。本文提出了一种基于位置的传感器节点命名机制,将位置信息嵌入到节点标识符中,作为节点的固有特征,为本地访问控制提供认证服务。当实施LBN时,许多攻击对传感器网络拓扑的影响可以限制在一个小区域内。为了进一步降低这些攻击的影响,还提出了链路层认证(LLA)方案。我们的LBN和LLA可以结合在一起,作为对抗传感器网络中各种拓扑攻击的有效解决方案
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引用次数: 2
On the iterative multiuser receivers for time hoping impulse radio communication systems 期望时间脉冲无线电通信系统的迭代多用户接收机
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1605811
T. X. Lai, A. Sesay
The iterative multiuser detection methods are proposed for time hoping impulse radio (TH-IR) communications systems by drawing the similarity between the digital PAM IR and the conventional spread spectrum systems, i.e. DS-CDMA. These iterative multiuser receivers overcome the problem of pulse collisions in the IR system that causes the collapse of the conventional receiver. Two different receiver structures are proposed and their performance is studied and compared with the single user case. It is shown that the performance of these iterative receivers approach that of the single user receiver after only a few (two or three) iterations
利用数字脉冲无线电(PAM IR)与传统扩频系统DS-CDMA的相似性,提出了希望时间脉冲无线电(TH-IR)通信系统的迭代多用户检测方法。这些迭代多用户接收机克服了红外系统中脉冲碰撞导致传统接收机崩溃的问题。提出了两种不同的接收机结构,研究了它们的性能,并与单用户情况进行了比较。结果表明,经过几次(两到三次)迭代后,这些迭代接收机的性能接近单用户接收机的性能
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引用次数: 0
Interference resistant scalable video transmission over DS-CDMA channels 基于DS-CDMA信道的抗干扰可扩展视频传输
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1605750
M. Bansal, E. S. Pynadath, L. Kondi, J. Matyjas, M. Medley, S. Reichhart, K. Turck
In this work, we demonstrate the interference mitigation capabilities of the auxiliary vector (AV) receiver for scalable video transmission over direct-sequence code division multiple access (DS-CDMA) systems using a hardware testbed. The proposed receiver design is also compared to the conventional RAKE matched-filter (RAKE-MF) and minimum variance distortionless response (MVDR) receivers. The DS-CDMA video data stream is transmitted over an RF channel under ''real world'' Rayleigh-faded multipath channel conditions, emulating open and/or urban battlefield environments. The state-of-the-art Agilent E4438C vector signal generator and baseband studio fader is used to provide a configurable "real time" RF channel. In this work, the "foreman" video sequence is source encoded using an MPEG-4 compatible video codec and channel-coded using rate-compatible punctured convolutional (RCPC) codes. After spreading and modulating, the resultant bitstream is transmitted over a user-defined Agilent wireless channel emulation. Upon chip-matched filtering and sampling at the chip-rate on a hardware testbed, the received data are despread/demodulated using the AV, RAKE-MF and MVDR receivers and, subsequently, channel and source decoded. The resultant video clips exemplify that the AV receiver outperforms the MVDR and the RAKE-MF receiver counterparts under a wide range of rates and channel conditions
在这项工作中,我们使用硬件测试平台演示了辅助矢量(AV)接收器在直接序列码分多址(DS-CDMA)系统上可扩展视频传输的干扰缓解能力。提出的接收机设计还与传统的RAKE匹配滤波器(RAKE- mf)和最小方差无失真响应(MVDR)接收机进行了比较。DS-CDMA视频数据流在“真实世界”瑞利衰落多径信道条件下通过射频信道传输,模拟开放和/或城市战场环境。最先进的安捷伦E4438C矢量信号发生器和基带工作室调频器用于提供可配置的“实时”射频通道。在这项工作中,“foreman”视频序列使用兼容MPEG-4的视频编解码器进行源编码,并使用速率兼容的穿孔卷积(RCPC)编码进行信道编码。经过扩频和调制后,产生的比特流通过用户定义的安捷伦无线信道仿真传输。在硬件测试台上以芯片速率进行芯片匹配滤波和采样后,接收到的数据使用AV、RAKE-MF和MVDR接收器进行扩频/解调,随后对信道和源进行解码。由此产生的视频片段表明,在广泛的速率和信道条件下,AV接收器的性能优于MVDR和RAKE-MF接收器
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引用次数: 2
A performance analysis on the application of commercial standards for IP SATCOM modems IP SATCOM调制解调器商用标准应用的性能分析
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1605777
J. Heissler, J. Marshall, R.M. Piccola, R. Sonalkar, J. Zeng
The role of satellite communications (SATCOM) in support of the deployed warfighter has increased in recent years. With this increased reliance on SATCOM, the importance for a Department of Defense (DoD) wide strategy to efficiently procure and utilize the limited set of commercial DoD space assets has been emphasized. A step in the migration towards this strategy will be the development of a standard, multi-access, packet-based protocol that provides bandwidth on demand to the Joint warfighter. The digital video broadcast (DVB) standard chosen for this waveform leverages existing commercial modem technologies and offers a mature standard base which minimizes the development burden on the DoD. Of key interest for the tactical warfighter is the ability of the DVB family of standards to support certain functional capabilities: 1) to support robust communications while on-the-move (COTM), 2) to support a full mesh architecture, 3) to support a mix of non-real time, and real time traffic, and, 4) a capability to scale to large number of users and very efficiently share bandwidth. This paper provides a summary of a set of analyses that was performed to quantify the performance of the DVB standards to meet the four capabilities highlighted above. The analysis also inherently provides some insight on the challenges of applying commercial modem technologies to the battlefield
近年来,卫星通信(SATCOM)在支持部署的作战人员方面的作用有所增加。随着对卫星通信依赖的增加,国防部(DoD)广泛战略有效采购和利用有限的商业国防部空间资产的重要性已经得到强调。向这一战略迁移的一个步骤将是开发一种标准的、多访问的、基于分组的协议,为联合作战人员提供按需带宽。为这种波形选择的数字视频广播(DVB)标准利用了现有的商用调制解调器技术,并提供了一个成熟的标准基础,从而最大限度地减少了国防部的开发负担。战术作战人员最感兴趣的是DVB系列标准支持某些功能的能力:1)支持移动时(COTM)的强大通信,2)支持全网格架构,3)支持非实时和实时流量的混合,以及4)扩展到大量用户并非常有效地共享带宽的能力。本文提供了一组分析的摘要,这些分析是为了量化DVB标准的性能以满足上面强调的四种功能而进行的。该分析本身也提供了一些关于将商用调制解调器技术应用于战场的挑战的见解
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引用次数: 1
Cross-modulation interference for pulse position modulated UWB signals 脉冲位置调制超宽带信号的交叉调制干扰
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1605872
H. Çelebi, H. Arslan
The detection issues of UWB signals depend on the type of modulation scheme used during the transmission. The cross-modulation interference (CMI) for pulse position modulated (PPM) UWB signaling is introduced. The effects of CMI on the detection mechanism of selective-Rake (SRake), transmitted-reference (TR) and energy detector (ED) receivers are analyzed. The bit-error-rate (BER) performance of all three receivers in the presence and absence of CMI are studied through computer simulations. The results show that the CMI amount varies according to the modulation index and the performance degradation due to CMI can be extremely severe depending on the modulation index for all three receivers. The validity of the conventional optimal and orthogonal PPM criteria are checked considering the CMI effects. The results demonstrate that the conventional orthogonal PPM for all three receivers and the conventional optimal PPM criterion for N-SRake and TR receivers can be used in the presence of CMI. On the other hand, the BER performance of ED receivers using the conventional optimal PPM criterion result in error floor and this criterion is not valid to be used for ED receivers
超宽带信号的检测问题取决于传输过程中使用的调制方案的类型。介绍了脉冲位置调制(PPM)超宽带信号的交叉调制干扰(CMI)。分析了CMI对选择性rake (SRake)、发射参考(TR)和能量检测器(ED)接收机检测机理的影响。通过计算机仿真研究了三种接收机在CMI存在和不存在情况下的误码率性能。结果表明,CMI量随调制指数的变化而变化,并且由于CMI引起的性能下降可能非常严重,这取决于三个接收机的调制指数。考虑CMI效应,验证了传统最优PPM准则和正交PPM准则的有效性。结果表明,在CMI存在的情况下,三种接收机的常规正交PPM和N-SRake和TR接收机的常规最佳PPM准则都可以使用。另一方面,使用传统的最优PPM准则对ED接收机的误码率性能产生误差底限,该准则不适用于ED接收机
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引用次数: 8
Link management in the Air Force airborne network 空军机载网络中的链路管理
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1606041
R. Ramirez
The envisioned Air Force airborne network (AF AN) circa 2020 will most likely consist of a backbone network and many edge networks. The backbone nodes are expected to experience semi-permanent connectivity whereas the edge network nodes may experience rapidly changing connectivity in an ad-hoc manner. In addition, nodes may join and leave any edge network at fairly rapid rates. In this environment there is a need to manage link connectivity, node membership and the overall network topology in such a way as to minimize the impact of rapidly-changing connectivity and node network membership on the performance of user information transfers. This rapid detection/response management of links, nodes and the overall topology is defined as link management (LM), This paper describes the LM approach being taken for the AF AN circa 2020. The following topics are addressed: (a) high level LM functions from a network perspective, (b) LM architecture alternatives based on the extent of centralization/decentralization employed, and (c) a proposed LM functional allocation between platform and terminal equipment. Finally, this paper identifies sample issues pertaining to the successful development of an AN LM system, along with possible methods to resolve these issues.
设想的2020年前后空军机载网络(AF AN)很可能由一个骨干网络和许多边缘网络组成。骨干节点预计将体验半永久连接,而边缘网络节点可能会以自组织方式体验快速变化的连接。此外,节点可以以相当快的速度加入和离开任何边缘网络。在这种环境中,需要以这样一种方式管理链路连通性、节点隶属关系和整体网络拓扑,以最大限度地减少快速变化的连通性和节点网络隶属关系对用户信息传输性能的影响。这种链路、节点和整体拓扑的快速检测/响应管理被定义为链路管理(LM),本文描述了大约2020年AF AN所采用的LM方法。讨论了以下主题:(a)从网络角度来看的高级LM功能,(b)基于所采用的集中化/去中心化程度的LM架构替代方案,以及(c)提议的LM功能在平台和终端设备之间的分配。最后,本文确定了与an LM系统成功开发相关的示例问题,以及解决这些问题的可能方法。
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引用次数: 8
Architectural enhancements for improving TCP performance over FSO networks 在FSO网络上改进TCP性能的体系结构增强
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1606136
R. Nagarajan, S. Parekh, G. Atkinson, Xiangpeng Jing
Networks emerging as increasingly significant to US DoD visions comprise dynamic, heterogeneous terrestrial, airborne, and/or space-based nodes, some of whose links are directional, variable performance, and inherently unstable. Our work investigates an approach for maintaining TCP performance over such ad hoc networks with free-space optical (FSO) links. We focus on a mechanism to differentiate random link error losses from congestion losses. Our simulations show that the end-to-end TCP response time improves significantly as compared to the standard TCP implementation over a variety of scenarios relevant to FSO networks.
网络对美国国防部的愿景越来越重要,包括动态的、异构的地面、机载和/或天基节点,其中一些链路是定向的、性能可变的、本质上不稳定的。我们的工作研究了在这种带有自由空间光(FSO)链路的自组织网络上保持TCP性能的方法。我们重点研究了一种区分随机链路错误损失和拥塞损失的机制。我们的模拟表明,在与FSO网络相关的各种场景中,与标准TCP实现相比,端到端TCP响应时间显着提高。
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引用次数: 3
Orthogonal frequency division multiplexing with phase modulation and constant envelope design 正交频分复用与相位调制和恒定包络设计
Pub Date : 2005-10-17 DOI: 10.1109/MILCOM.2005.1606068
Yingming Tsai, Guodong Zhang, Jung-Lin Pan
Constant envelope OFDM with phase modulation (CE-OFDM-PM) was proposed. The motivation of the CE-OFDM-PM system is to alleviate the high peak-to-average power ratio of conventional OFDM systems. In this paper, we explore more details of CE-OFDM-PM systems regarding bandwidth efficiency and performance under AWGN and multipath channels. A theoretical approach instead of Carson's rule to analyze bandwidth is proposed. It indicates that bandwidth requirement is determined by factors such as input data variance and modulation index. The analytical results show that the CE-OFDM-PM systems require the same bandwidth as conventional OFDM system when appropriate (low) modulation index is applied in CE-OFDM-PM system. Under the same multipath channel and bandwidth, the performance of CE-OFDM-PM systems is compared to conventional OFDM system with one tap equalizer. The uncoded BER performance of CE-OFDM-PM is getting close when OFDM applies clipping, but power efficiency of CE-OFDM-PM still outperforms OFDM since clipping cannot eliminate PAPR issue
提出了带相位调制的恒包络OFDM (CE-OFDM-PM)。CE-OFDM-PM系统的动机是为了缓解传统OFDM系统的高峰均功率比。在本文中,我们进一步探讨了CE-OFDM-PM系统在AWGN和多径信道下的带宽效率和性能。提出了一种代替卡森规则的理论方法来分析带宽。表明带宽需求是由输入数据方差和调制指数等因素决定的。分析结果表明,在适当(低)调制指数的条件下,CE-OFDM-PM系统需要与传统OFDM系统相同的带宽。在相同的多径信道和带宽条件下,将CE-OFDM-PM系统的性能与具有单分路均衡器的传统OFDM系统进行了比较。当OFDM应用裁剪时,CE-OFDM-PM的无编码误码率性能越来越接近,但由于裁剪不能消除PAPR问题,CE-OFDM-PM的功率效率仍然优于OFDM
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引用次数: 58
期刊
MILCOM 2005 - 2005 IEEE Military Communications Conference
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