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Space-Time Turbo Bayesian Compressed Sensing for UWB Systems 超宽带系统的时空Turbo贝叶斯压缩感知
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502033
Depeng Yang, Husheng Li, G. D. Peterson
A Space-Time Turbo Bayesian Compressed Sensing (STTBCS) algorithm is proposed for Ultra-Wideband (UWB) systems in this paper. Based on the sparsity of UWB signals, the STTBCS algorithm provides an efficient approach for integrating spatial and temporal redundancies. A space-time structure is also designed for exploiting and transferring the spatial and temporal emph{a priori} information for signal reconstructions in the framework of Bayesian Compressed Sensing (BCS). Simulation results using experimental UWB echo signals demonstrate that our STTBCS algorithm achieves good performance for UWB systems, compared with the traditional BCS and multitask BCS algorithms.
提出了一种适用于超宽带系统的时空Turbo贝叶斯压缩感知算法(STTBCS)。基于超宽带信号的稀疏性,STTBCS算法提供了一种有效的整合时空冗余的方法。在贝叶斯压缩感知(BCS)框架下,设计了一种时空结构,用于提取和传递时空emph{先验}信息,用于信号重构。实验结果表明,与传统的BCS和多任务BCS算法相比,STTBCS算法在UWB系统中具有良好的性能。
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引用次数: 15
Multicast Capacity Gain and Routing Algorithm in Static Network with Network Coding 基于网络编码的静态网络组播容量增益与路由算法
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5501757
Fengyuan Gong, Xinbing Wang, Qian Zhang
This paper studies the multicast capacity gain with network coding in static ad hoc wireless network. We consider $n$ nodes deployed in a square with $k$ nodes formulating multicast tree to employ network coding. In static unicast network, Liu et al. cite{Liujunning},cite{Liujunning2} have proved that the capacity gain with network coding is a constant without order change. In our work, we focus on the capacity gain with network coding in static multicast network, under the system model of Li cite{xiangyang}'s. Firstly, we modify the routing algorithm of multicast model and propose that the multicast capacity bound in cite{xiangyang} is just a theoretical result but not very tight in practical scenario. Then in static multicast transmission we calculate the probability of existing the butterfly model to employ network coding. Our result shows that there is no order change of the capacity. Finally, We prove that the bound of the capacity gain with network coding is $frac{tau}{sqrt{2}}$, where $tau=frac{sqrt{3}}{2}cdottau(2)$, and $tau(2)$ is a constant in dimension two, when network coding is applied to static multicast network.
研究了静态自组织无线网络中采用网络编码的组播容量增益问题。我们考虑$n$节点部署在一个正方形中,其中$k$节点形成组播树以采用网络编码。在静态单播网络中,Liu等人cite{Liujunning}, cite{Liujunning2}证明了网络编码后的容量增益是一个常数,没有顺序变化。本文在Li cite{xiangyang}的系统模型下,重点研究了静态组播网络中网络编码的容量增益问题。首先,我们修改了组播模型的路由算法,提出cite{xiangyang}中的组播容量界只是一个理论结果,在实际场景中不是很严密。然后在静态组播传输中计算蝴蝶模型存在的概率,采用网络编码。我们的结果表明,容量没有顺序变化。最后,我们证明了当网络编码应用于静态组播网络时,网络编码的容量增益的界为$frac{tau}{sqrt{2}}$,其中$tau=frac{sqrt{3}}{2}cdottau(2)$, $tau(2)$为二维常数。
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引用次数: 1
Joint Channel Parameter Estimation Using Evolutionary Algorithm 基于进化算法的联合信道参数估计
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502478
Wei Li, Q. Ni
This paper proposes to utilise Evolutionary Algorithm (EA) to jointly estimate the Time of Arrival, Direction of Arrival, and amplitude of impinging waves in a mobile radio environment. The problem is presented as the joint Maximum Likelihood (ML) estimation of the channel parameters where typically, the high dimensional non-linear cost function is deemed to be too computationally expensive to be solved directly. Simulation results show that the proposed method is extremely robust to initialisation errors and low SNR environments, while at the same time it is also computationally more efficient than popular iterative ML methods i.e. the Space-Alternating Generalised Expectation-maximisation (SAGE) algorithm.
本文提出利用进化算法(EA)联合估计移动无线电环境中入射波的到达时间、到达方向和振幅。该问题以通道参数的联合最大似然估计(ML)的形式提出,其中高维非线性代价函数通常被认为计算成本太高而无法直接解决。仿真结果表明,该方法对初始化误差和低信噪比环境具有极强的鲁棒性,同时在计算效率上也优于流行的迭代ML方法,即空间交替广义期望最大化(SAGE)算法。
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引用次数: 5
On Distinguishing Relative Locations with Busy Tones for Wireless Sensor Networks 无线传感器网络中用忙音识别相对位置的研究
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502110
Chih-Yung Chang, Li-Ling Hung, Chih-Yu Lin, Ming-Hsien Li
Bounding-box mechanism is a well known low-cost localization approach for wireless sensor networks. However, the bounding-box location information can not distinguish the relative locations of neighboring sensors, hence leading to a poor performance for some applications such as location-aware routing. This paper proposes a Distinguishing Relative Locations (DRL) mechanism which uses a mobile anchor to broadcast tones and beacons aiming at distinguishing the relative locations of any two neighboring nodes. Experimental study reveals that the proposed DRL mechanism effectively distinguishes relative locations of any two neighboring nodes and hence significantly improves the performance of location-aware routing in wireless sensor networks (WSNs).
边界盒机制是一种众所周知的低成本无线传感器网络定位方法。但是,边界盒位置信息不能区分相邻传感器的相对位置,从而导致在位置感知路由等应用中性能较差。本文提出了一种区分相对位置(DRL)机制,该机制利用移动锚来广播旨在区分任意两个相邻节点的相对位置的音调和信标。实验研究表明,所提出的DRL机制能够有效区分任意两个相邻节点的相对位置,从而显著提高了无线传感器网络中位置感知路由的性能。
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引用次数: 3
NLOS Mitigation Prior to Range Estimation Smoothing for Wireless Location Systems 无线定位系统距离估计平滑前的NLOS缓解
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502254
J. Prieto, S. Mazuelas, A. Bahillo, R. Lorenzo, P. Fernández, E. Abril
Several sources of error disturb the range estimates utilized to infer the position of a mobile user (MU). This paper presents a method which includes two stages of error reduction for a round-trip time (RTT)-based indoor location system. First, systematic error due to non-line of sight (NLOS) propagation is mitigated by adapting the prior-NLOS- measurements-correction (PNMC) technique to the input of a particle filter (PF). Thereupon, the latter is used to filter out the random error in the range estimates which is not assumed to be Gaussian distributed, on the contrary to what is commonly used in the literature. Both techniques are described and their performance is assessed in a real indoor environment achieving a reduction of more than 50% in the total error.
几种误差源干扰了用于推断移动用户位置的距离估计。提出了一种基于往返时间(RTT)的室内定位系统的两阶段误差减小方法。首先,通过将非视距-测量-校正(PNMC)技术应用于粒子滤波器(PF)的输入,减轻了非视距-测量-校正(NLOS)引起的系统误差。因此,后者被用来过滤掉距离估计中不假设为高斯分布的随机误差,这与文献中常用的相反。描述了这两种技术,并在真实的室内环境中评估了它们的性能,使总误差减少了50%以上。
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引用次数: 5
A Liberal Carrier Sensing for Increased Spatial Reuse in Multi-Hop Wireless Ad Hoc Networks 多跳无线自组网空间复用的自由载波感知
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502213
Mayur M. Vegad, S. De, Brejesh Lall
Recent experimental results have shown that the minimum signal-to-interference ratio required at a receiver (CPth ) depends on the order of arrival of the overlapping frames. For a given sender-receiver distance, this differential capture capability of a receiver leads to two distinct interference ranges (ri ) around the receiver, and its value is much smaller when the sender's frame arrives earlier. This feature also suggests a possibility of increased spatial reuse by allowing the (secondary) nodes outside the primary receiver's ri to communicate concurrently once the primary receiver starts its DATA reception. In this paper, we propose a liberal carrier sensing (LCS) scheme wherein some already available information at an otherwise 'exposed' receiver are exploited to help decide when it is safe to respond to a secondary transmission request. The proposed modification in the carrier sensing approach results in a significantly improved spatial reuse, thereby increasing overall system throughput. Our simulation studies show that, compared to the conventional carrier sensing scheme with differential capture capable receivers, the end-to-end TCP throughput with LCS can be improved by more than 20% in regular topologies and up to about 9% in random topologies.
最近的实验结果表明,接收机所需的最小信干扰比(CPth)取决于重叠帧到达的顺序。对于给定的发送端-接收端距离,接收器的这种差异捕获能力导致接收器周围的两个不同的干扰范围(ri),并且当发送端帧到达较早时,其值要小得多。这个特性还表明,一旦主接收器开始接收数据,就允许主接收器ri之外的(辅助)节点并发通信,从而增加空间重用的可能性。在本文中,我们提出了一种自由载波传感(LCS)方案,其中利用“暴露”接收器上的一些已经可用的信息来帮助决定何时安全响应二次传输请求。提出的改进载波感知方法显著提高了空间重用,从而提高了系统的整体吞吐量。我们的仿真研究表明,与具有差分捕获能力的接收器的传统载波传感方案相比,LCS的端到端TCP吞吐量在规则拓扑中可以提高20%以上,在随机拓扑中可以提高9%左右。
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引用次数: 3
COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization 鸡尾酒:基于射频的室内定位混合方法
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502137
Dian Zhang, Yanyan Yang, Dachao Cheng, Siyuan Liu, L. Ni
Traditional RF-based indoor positioning approaches use only Radio Signal Strength Indicator (RSSI) to locate the target object. But RSSI suffers significantly from the multi-path phenomenon and other environmental factors. Hence, the localization accuracy drops dramatically in a large tracking field. To solve this problem, this paper introduces one more resource, the dynamic of RSSI, which is the variance of signal strength caused by the target object and is more robust to environment changes. By combining these two resources, we are able to greatly improve the accuracy and scalability of current RF-based approaches. We call such hybrid approach COCKTAIL. It employs both the technologies of active RFID and Wireless Sensor Networks (WSNs). Sensors use the dynamic of RSSI to figure out a cluster of reference tags as candidates. The final target location is estimated by using the RSSI relationships between the target tag and candidate reference tags. Experiments show that COCKTAIL can reach a remarkable high degree of localization accuracy to 0:45m, which outperforms significantly to most of the pure RF-based localization approaches.
传统的基于射频的室内定位方法仅使用无线电信号强度指示器(RSSI)来定位目标物体。但RSSI受多径现象等环境因素影响较大。因此,在较大的跟踪范围内,定位精度急剧下降。为了解决这一问题,本文引入了一种新的资源,即RSSI的动态性,即目标对象引起的信号强度的变化,对环境的变化具有更强的鲁棒性。通过结合这两种资源,我们能够大大提高当前基于射频的方法的准确性和可扩展性。我们称这种混合方法为COCKTAIL。它采用了有源RFID和无线传感器网络(WSNs)技术。传感器使用RSSI动态找出一组参考标签作为候选标签。通过使用目标标记和候选参考标记之间的RSSI关系来估计最终的目标位置。实验表明,该方法的定位精度高达0:45m,明显优于大多数纯基于射频的定位方法。
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引用次数: 43
Dynamic Time Allocation and Wavelength Assignment in Next Generation Multi-Rate Multi-Wavelength Passive Optical Networks 新一代多速率多波长无源光网络的动态时间分配和波长分配
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5502243
Jingjing Zhang, N. Ansari
Driven by emerging bandwidth-hungry applications, next generation passive optical networks (NG-PONs) provide higher bandwidth to users by using more wavelengths and increasing data rates of optical network units (ONUs). On the other hand, for smooth upgrading, NG-PON is desired to be backward compatible with the current TDM PONs where data rates of ONUs remain unchanged. Thus, both high-rate ONUs and low-rate ONUs may coexist in NG-PON. The key parameters of bandwidth allocation in this multi-rate multi-wavelength network include achieving fairness among all ONUs, encouraging low-rate ONUs to increase their data rates, and utilizing wavelength resources efficiently. This paper illustrates contributions in three main aspects. First, we define rate-dependent utilities for ONUs, which serve as the basis for bandwidth arbitration among low-rate and high-rate ONUs. Second, to achieve fairness among ONUs, we employ water-filling idea and formulate a utility max-min fair bandwidth allocation scheme. Third, to efficiently utilize the wavelengths, we map the resource allocation problem in multi-wavelength PON into a multi-processor scheduling problem and employ a heuristic algorithm to address the NP-hard wavelength assignment problem.
新一代无源光网络(ng - pon)在新兴的带宽需求驱动下,通过使用更多的波长和提高光网络单元(onu)的数据速率,为用户提供更高的带宽。另一方面,为了顺利升级,NG-PON希望能够向后兼容当前的TDM pon,其中onu的数据速率保持不变。因此,在NG-PON中可以同时存在高速率onu和低速率onu。在这种多速率多波长网络中,带宽分配的关键参数包括实现所有onu之间的公平,鼓励低速率onu提高数据速率,以及有效利用波长资源。本文阐述了三个主要方面的贡献。首先,我们定义了onu的速率相关效用,作为在低速率和高速率onu之间进行带宽仲裁的基础。其次,为了实现onu之间的公平,我们采用充水思想,制定了效用最大-最小的公平带宽分配方案。第三,为了有效利用波长,我们将多波长PON中的资源分配问题映射为多处理器调度问题,并采用启发式算法解决NP-hard波长分配问题。
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引用次数: 6
A Type II Hybrid ARQ Protocol with Adaptive Modulation and Coding for Time-Correlated Fading Channels: Analysis and Design 基于时间相关衰落信道的自适应调制和编码的II型混合ARQ协议:分析与设计
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5501889
J. S. Harsini, F. Lahouti, M. Levorato, M. Zorzi
This paper presents performance analysis and cross-layer design approaches for hybrid ARQ (HARQ) protocol in wireless networks which employ adaptive modulation and coding (AMC) at the physical layer and are subject to time-correlated fading channels. Utilizing a Markov channel model which accounts for the temporal correlation in successive parity transmissions by the adaptive rate HARQ protocol, we derive the system throughput and the packet loss probability based on a rate compatible punctured convolutional (RCPC) code family. As an application, we then present a cross-layer AMC design which takes into account the performance gain of the HARQ protocol at the link layer. The results illustrate that including AMC in the HARQ protocol leads to a substantial throughput gain, but the channel correlation strongly diminishes the performance of the HARQ protocol in terms of throughput and packet loss rate.
本文介绍了在物理层采用自适应调制和编码(AMC)、受时间相关衰落信道影响的无线网络中混合ARQ (HARQ)协议的性能分析和跨层设计方法。利用马尔可夫信道模型,通过自适应速率HARQ协议计算连续奇偶校验传输中的时间相关性,我们推导了基于速率兼容穿孔卷积(RCPC)码族的系统吞吐量和丢包概率。作为一个应用,我们提出了一种考虑到链路层HARQ协议的性能增益的跨层AMC设计。结果表明,在HARQ协议中加入AMC可以获得可观的吞吐量增益,但信道相关性在吞吐量和丢包率方面严重降低了HARQ协议的性能。
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引用次数: 4
Effective Usage of Dynamic Circuits for IP Routing 动态电路在IP路由中的有效应用
Pub Date : 2010-05-23 DOI: 10.1109/ICC.2010.5501805
M. Chamania, M. Caria, A. Jukan
The Internet is susceptible to congestion due to progressively increasing traffic as well as short-lived traffic surges. Traditional mechanisms to counter these effects over-provision the IP network to a significant degree. At the same time, the advent of dynamic circuits in L2/L1 networks has fueled the research in the area of network engineering which deals with the ability to add capacity in the higher layer (IP) by establishing dynamic circuits in the lower layers. However, effective usage of dynamic circuits is a challenge, as they can lead to IP routing instabilities. We present an approach wherein IP bypass links are established using dynamic circuits to alleviate congestion while keeping the routing stable in the IP layer. Proposed is an ILP based approach which computes the optimal set of circuits with and without the knowledge of the traffic matrix in the IP layer. The results show that even without the knowledge of the traffic matrix, the proposed method computes only a marginally higher number of bypasses, albeit at a higher capacity.
由于流量的不断增加以及短暂的流量激增,互联网很容易出现拥塞。对抗这些影响的传统机制在很大程度上过度配置了IP网络。与此同时,L2/L1网络中动态电路的出现推动了网络工程领域的研究,这些研究涉及通过在较低层建立动态电路来增加高层(IP)容量的能力。然而,动态电路的有效使用是一个挑战,因为它们可能导致IP路由不稳定。我们提出了一种使用动态电路建立IP旁路链路的方法,以减轻拥塞,同时保持IP层中的路由稳定。提出了一种基于ILP的方法,在不知道IP层的流量矩阵的情况下计算出最优电路集。结果表明,即使在不知道交通矩阵的情况下,该方法计算的旁路数量也略高,尽管容量更高。
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引用次数: 13
期刊
2010 IEEE International Conference on Communications
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