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2012 IEEE Wireless Communications and Networking Conference (WCNC)最新文献

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Energy-efficient subchannel allocation scheme based on adaptive base station cooperation in downlink cellular networks 基于自适应基站协同的下行蜂窝网络节能子信道分配方案
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214205
I. Bang, Seong Hwan Kim, S. Kim, D. Sung
An inter-cell interference (ICI) problem between co-channel BSs has been one of main challenging research issues in downlink cellular networks. Fractional frequency reuse (FFR) and BS cooperation are useful techniques to manage the ICI problem. By combining the BS cooperation and FFR techniques, we propose to determine an efficient cooperation mode and the type of subchannels, i.e., reusable subchannels or exclusively used subchannels. The optimization problem to minimize the total power consumption in a cooperative cluster is formulated while satisfying a given constraint in terms of the number of subchannels. When the number of users is 20, our proposed energy-efficient subchannel allocation (EESA) scheme consumes 21%, 25%, 43%, and 43% less power than the conventional resource minimization (RM), fractional frequency reuse (FFR), exclusive (EX), and full cooperation (FCO) scheme respectively. Moreover, our proposed EESA scheme outperforms the other four schemes in terms of outage probability.
同信道BSs之间的蜂窝间干扰问题一直是下行蜂窝网络中具有挑战性的主要研究问题之一。分数频率复用(FFR)和BS合作是解决ICI问题的有效技术。通过结合BS合作和FFR技术,我们提出了一种有效的合作模式和子信道的类型,即可重用子信道或专用子信道。在满足给定子信道数量约束的情况下,提出了协作集群中总功耗最小的优化问题。当用户数为20时,我们提出的节能子信道分配(EESA)方案的功耗分别比传统的资源最小化(RM)、分数频率复用(FFR)、独占(EX)和完全合作(FCO)方案低21%、25%、43%和43%。此外,我们提出的EESA方案在停电概率方面优于其他四种方案。
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引用次数: 3
Performance of target tracking applications in multi-channel wireless sensor networks 多通道无线传感器网络中目标跟踪应用的性能研究
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214025
Jari Nieminen, R. Jäntti, J. Eriksson
Several future wireless communication systems will exploit multiple frequency channels simultaneously to reduce delay, enhance throughput and/or improve robustness. Nevertheless, the impact of multi-channel communications on different applications has not been comprehensively studied even though it is of significant importance to understand the interdependencies between the communication and application parameters. In this paper we study the performance of networked estimation in contention-based multi-channel wireless sensor networks by focusing especially on the delay introduced by the Media Access Control (MAC) layer. We derive the required theoretical results and analyze the relationship between communication and estimation parameters in a target tracking application. In addition, we show how to optimize estimation performance by choosing appropriate estimation parameters with certain communication parameters and vice versa.
未来的几种无线通信系统将同时利用多个频率通道来减少延迟、提高吞吐量和/或提高鲁棒性。然而,尽管了解通信和应用参数之间的相互依赖关系非常重要,但多通道通信对不同应用的影响尚未得到全面研究。本文研究了基于争用的多通道无线传感器网络的网络估计性能,重点研究了由媒体访问控制(MAC)层引入的时延。我们推导了所需的理论结果,并分析了目标跟踪应用中通信参数和估计参数之间的关系。此外,我们还展示了如何通过选择适当的估计参数和某些通信参数来优化估计性能,反之亦然。
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引用次数: 2
Spectrum sensing of correlated subbands with colored noise in cognitive radios 认知无线电中有色噪声相关子带的频谱感知
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6213922
Zahra Pourgharehkhan, S. Sedighi, Abbas Taherpour, M. Uysal
In this paper, we consider the problem of wideband spectrum sensing by using the correlation among the observation samples in different subbands. The Primary User (PU) signal samples in occupied subbands are assumed to be zero-mean correlated Gaussian random variables and additive noise is modeled as colored zero-mean Gaussian random variables independent of the PU signal. It is also assumed that there is at least a minimum given number of subbands that are vacant of PU signals. First we derive the optimal detector and the Generalized Likelihood Ratio (GLR) detector for the case that the covariance matrix of PUs signal samples is unknown and the noise variance in the different subbands is known. Then, we propose an iterative algorithm for GLR test when both the covariance matrix of the PUs signal samples and the noise variances in the different subbands, are unknown. For analytical performance evaluation, we derive some closed-form expressions for detection and false alarm probabilities of the proposed detectors in low Signal to Noise Ratio (SNR) regime. The simulation results are further presented to compare the performance of the proposed detectors.
本文考虑了利用不同子带观测样本间的相关性来实现宽带频谱感知的问题。假设主用户(PU)信号在被占用子带中的样本为零均值相关高斯随机变量,并将加性噪声建模为独立于PU信号的彩色零均值高斯随机变量。还假定至少存在最小给定数量的空闲的PU信号子带。首先,我们推导出了pu信号样本协方差矩阵未知、各子带噪声方差已知情况下的最优检测器和广义似然比检测器。然后,我们提出了一种迭代算法,用于pu信号样本的协方差矩阵和不同子带的噪声方差都未知时的GLR测试。为了分析性能评估,我们推导了低信噪比下检测器的检测概率和虚警概率的封闭表达式。仿真结果进一步比较了所提探测器的性能。
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引用次数: 2
Game theoretic modeling of cooperation among service providers in mobile cloud computing environments 移动云计算环境下服务提供商合作的博弈论建模
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214343
D. Niyato, Ping Wang, E. Hossain, W. Saad, Zhu Han
Mobile cloud computing aims at improving the performance of mobile applications and to enhance the resource utilization of service providers. In this paper, we consider a mobile cloud computing environment in which the service providers can form a coalition to create a resource pool to support the mobile applications. First, an admission control mechanism is used to provide services of mobile applications to the users given the available long-term reserved resources in a pool. An optimization formulation is introduced to obtain the optimal decision of admission control. Then, for a given coalition of service providers, the revenue obtained from utilizing the resource pool has to be shared among the service providers. A coalitional game model is developed for sharing the revenue. In addition, since the service providers can decide on short-term capacity expansion of the resource pool, a game model is introduced to obtain the optimal strategies of service providers on capacity expansion such that their profits are maximized.
移动云计算旨在提高移动应用程序的性能,提高服务提供商的资源利用率。在本文中,我们考虑了一个移动云计算环境,在这个环境中,服务提供商可以组成一个联盟来创建一个资源池来支持移动应用程序。首先,采用一种准入控制机制,在给定池中可用的长期预留资源的情况下,向用户提供移动应用的服务。引入了一种优化公式,以获得接纳控制的最优决策。然后,对于给定的服务提供者联盟,从利用资源池获得的收入必须在服务提供者之间共享。建立了收益共享的联盟博弈模型。此外,由于服务提供商可以对资源池的短期容量扩张进行决策,因此引入了博弈模型,以获得服务提供商利润最大化的最优容量扩张策略。
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引用次数: 61
Distributed STBC-OFDM and distributed SFBC-OFDM for frequency-selective and time-varying channels 分布式STBC-OFDM和分布式SFBC-OFDM用于选频和时变信道
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214222
S. Yiu, D. Calin, A. O. Kaya, Kai Yang
Distributed space-time block coding with orthogonal frequency division multiplexing (DSTBC-OFDM) and distributed space-frequency block coding with orthogonal frequency division multiplexing (DSFBC-OFDM) are introduced in this paper. Unlike the original DSTBC scheme which was designed for networks with a fixed number of relays operating in frequency-nonselective channels with insignificant Doppler spread, the proposed schemes are designed specifically for networks with an arbitrary number of relays and wireless channels with significant delay spread and Doppler spread. It is shown that geographically distributed antennas employing the new transmission schemes in a frequency-selective and severe Doppler spread environment can achieve the same performance (in terms of diversity gain and coding gain) as the previously proposed scheme.
介绍了正交频分复用分布式空时分组编码(DSTBC-OFDM)和正交频分复用分布式空频分组编码(DSFBC-OFDM)。与最初的DSTBC方案不同的是,DSTBC方案是为具有固定数量的中继的网络设计的,这些中继在频率非选择性信道中工作,且多普勒扩频不显著,而本文提出的方案是专门为具有任意数量的中继和具有显著延迟扩频和多普勒扩频的无线信道的网络设计的。结果表明,在频率选择和严重多普勒传播环境下,采用新传输方案的地理分布天线可以获得与先前提出的方案相同的性能(就分集增益和编码增益而言)。
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引用次数: 8
Request-peer selection for load-balancing in P2P live streaming systems P2P直播系统中负载均衡的请求点选择
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214363
Nianwang Liu, Zheng Wen, K. Yeung, Zhibin Lei
Unlike peer-to-peer (P2P) file sharing, P2P live streaming systems have to meet real-time playback constraints, which makes it very challenging yet crucial to maximize the peer uplink bandwidth utilization so as to deliver content pieces in time. In general, this is achieved by adopting tailor-made piece selection and request-peer selection algorithms. The design philosophy is to regulate the network traffic and to balance the load among peers. In this paper, we propose a new request-peer selection algorithm. In particular, a peer in the network estimates the service response time (SRT) between itself and each neighboring peer. An SRT is measured from when a data piece request is sent until the requested piece arrives. When a peer makes a piece request, the neighbor with smaller SRT and fewer data pieces would be favored among potential providers. This is because smaller SRT implies excess serving capacity and fewer data pieces suggests less piece requests received. We evaluate the performance of our request-peer selection algorithm through extensive packet level simulations. Our simulation results show that the traffic load in the network is better balanced in the sense that the difference of the normalized number of data packets uploaded by each peer is getting smaller and the number of repeated piece requests generated by each peer (due to request failure) is significantly reduced. We also found that the load of streaming server is reduced, and the overall quality of service, measured by playback continuity, startup delay etc, is improved as well.
与点对点(P2P)文件共享不同,P2P直播系统必须满足实时播放的限制,这使得最大限度地利用对端上行带宽以及时传送内容片段非常具有挑战性,但也至关重要。通常,这是通过采用定制的片段选择和请求-对等选择算法来实现的。其设计理念是调节网络流量,平衡节点间的负载。本文提出了一种新的请求-对等选择算法。特别是,网络中的对等体估计自己与每个相邻对等体之间的服务响应时间(SRT)。SRT是从发送数据块请求到被请求的数据块到达这段时间测量的。当对等端发出分片请求时,具有较小SRT和较少数据块的邻居将在潜在的提供者中受到青睐。这是因为较小的SRT意味着服务容量过剩,而较少的数据块意味着接收到的数据块请求较少。我们通过广泛的包级模拟来评估请求-对等选择算法的性能。我们的仿真结果表明,网络中的流量负载得到了更好的平衡,各节点上传的规范化数据包数的差异越来越小,各节点(由于请求失败)产生的重复分片请求的数量也显著减少。我们还发现流媒体服务器的负载减少了,并且通过播放连续性,启动延迟等衡量的整体服务质量也得到了改善。
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引用次数: 9
A flexible framework based on reinforcement learning for adaptive modulation and coding in OFDM wireless systems 基于强化学习的OFDM无线系统自适应调制编码灵活框架
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214482
J. P. Leite, P. Carvalho, R. Vieira
This paper presents a machine learning approach for link adaptation in orthogonal frequency-division multiplexing systems through adaptive modulation and coding. Although machine learning techniques have attracted attention for link adaptation, most of the the schemes proposed so far are based on off-line training algorithms, which make them not well suited for real time operation. The proposed solution, based on the reinforcement learning technique, learns the best modulation and coding scheme for a given signal-to-noise ratio by interacting with the radio channel and it does not rely on an off-line training mode. Simulation results show that under specific conditions, the proposed technique can outperform the well-known solution based on look-up tables for adaptive modulation and coding, and it can potentially adapt itself to distinct characteristics of the radio environment.
提出了一种通过自适应调制和编码实现正交频分复用系统链路自适应的机器学习方法。尽管机器学习技术在链路自适应方面引起了人们的关注,但目前提出的大多数方案都是基于离线训练算法,这使得它们不太适合实时操作。该解决方案基于强化学习技术,通过与无线电信道的交互来学习给定信噪比的最佳调制和编码方案,并且不依赖于离线训练模式。仿真结果表明,在特定条件下,该方法优于基于查找表的自适应调制和编码解决方案,并且能够适应无线电环境的不同特性。
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引用次数: 32
Resource allocation for the AF Multiple Access Relay Channel with OFDMA 基于OFDMA的AF多址中继信道资源分配
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214415
S. Schedler, A. Angierski, V. Kühn
This paper considers the resource allocation problem for a Multiple Access Relay Channel (MARC). A transmission scheme with OFDMA and Amplify-and-Forward (AF) relaying is assumed. To maximise the sum rate a joint allocation of transmit power and subcarriers has to be done. This problem is known to be NP-hard and can only be solved by an exhaustive search which is not feasible for practical problem sizes. Different near-optimum algorithms for solving this problem are proposed. The problem of carrier and power allocation can either be done separately or jointly. For example a straight forward gradient method can be applied if the constraints of the allocation problem are relaxed. The obtained solution tends to fulfil the original constraints and it is also shown to be nearly optimum. The performance of all algorithms is evaluated by numerical simulations. Furthermore, their complexities are analysed and compared.
研究了多址中继信道的资源分配问题。假设一种采用OFDMA和AF中继的传输方案。为了使总速率最大化,必须对发射功率和子载波进行联合分配。这个问题被认为是np困难的,只能通过穷举搜索来解决,这对于实际问题的规模是不可行的。针对这一问题,提出了不同的近似最优算法。载波和功率分配问题既可以单独解决,也可以联合解决。例如,如果分配问题的约束是宽松的,则可以应用直接的梯度方法。所得到的解趋向于满足原约束条件,且近似为最优解。通过数值仿真对各算法的性能进行了评价。并对其复杂性进行了分析和比较。
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引用次数: 4
Interference alignment in MIMO interference relay channels MIMO干扰中继信道中的干扰对准
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214445
Xiang Chen, Shenghui Song, K. Letaief
The degrees of freedom (DoF) has been recognized as a powerful metric to characterize the capacity of interference channels in the high signal-to-noise (SNR) region. In this paper, by utilizing linear interference alignment, we investigate the DoF of multiple-input and multiple-output (MIMO) interference relay channels without symbol extensions. An innovative algorithm is presented to align the interference, where the filter matrices at the sources, relays and destinations are determined in an iterative manner. Based on the assumption that improperness of the alignment condition implies its unsolvability, an upper bound for the achievable DoF tuple by linear interference alignment is derived, and then utilized to examine the performance of the proposed alignment algorithm. Simulation results show that the iterative algorithm can achieve the upper bound in medium to high DoF regions.
在高信噪比(SNR)区域,自由度(DoF)被认为是表征干扰信道容量的有力指标。本文利用线性干涉对准,研究了无符号扩展的多输入多输出(MIMO)干涉中继信道的自由度。提出了一种创新的干扰对齐算法,该算法采用迭代方法确定源、中继和目标处的滤波器矩阵。在假定对准条件不合适意味着其不可解的前提下,推导出了线性干涉对准可实现的自由度元组的上界,并利用该上界检验了所提出的对准算法的性能。仿真结果表明,该迭代算法可以在中高自由度区域达到上界。
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引用次数: 10
XY-MAC: A short preamble MAC with sharpened pauses for wireless sensor networks XY-MAC:一个简短的前导MAC,为无线传感器网络提供了尖锐的停顿
Pub Date : 2012-04-01 DOI: 10.1109/WCNC.2012.6214028
Zheng Lu, T. Luo, Xiaoyan Wang
Short preamble MAC protocols such as X-MAC use a series of consecutive short preamble packets with pauses between them, which refer to as a strobed preamble. Target receiver can send an ACK packet during those pauses to stop the preamble transmission. Hence, the average length of transmitted preamble is reduced in this way, higher energy efficiency and lower latency are achieved accordingly. But with pauses longer than the transmission of an ACK packet, the sampling period at receivers is increased significantly as well, which makes it suboptimal of energy efficiency in light traffic load networks. In this paper, the XY-MAC proposes a technique called early termination to sharpen the size of those pauses. With sharpened pauses, the sampling period at receivers can be effectively reduced to acquire a high level of energy efficiency, especially under low traffic loads. A set of experiments have been held to compare with X-MAC. The results show that the duty cycle can be reduced to 37% to 65% of X-MAC under various traffic loads and bit rates.
短前导MAC协议(如X-MAC)使用一系列连续的短前导数据包,这些数据包之间有停顿,称为频闪前导。目标接收方可以在这些暂停期间发送一个ACK包来停止前导传输。因此,通过这种方式减少了传输序文的平均长度,从而获得更高的能量效率和更低的延迟。但是,如果暂停时间长于ACK数据包的传输时间,则接收器的采样周期也会显著增加,这使得它在轻流量负载网络中能效不是最优的。在本文中,XY-MAC提出了一种称为提前终止的技术来锐化这些暂停的大小。有了锐化的暂停,接收器的采样周期可以有效地减少,以获得高水平的能源效率,特别是在低流量负载下。进行了一组实验,与X-MAC进行了比较。结果表明,在各种流量负载和比特率下,占空比可以降低到X-MAC的37% ~ 65%。
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引用次数: 10
期刊
2012 IEEE Wireless Communications and Networking Conference (WCNC)
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