共查询到20条相似文献,搜索用时 15 毫秒
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为实现异构蜂窝网络中宏基站和小基站之间的负载均衡,提出了一种基于效用函数最大化模型的用户关联机制和基站功率控制的协同优化方案.通过迭代算法求解该协同优化问题,首先在基站功率固定的情况下求得最佳用户关联策略,然后在所得的用户关联策略基础上通过Zoutendijk可行方向法求得基站最佳功率.通过协同优化获得的用户关联策略和基站功率控制实现了基站之间的负载均衡,通过降低宏基站功率和关闭闲置小基站降低了基站的能耗.仿真实验表明,所提方案和不实施功率控制的用户关联策略相比,实现了宏基站与小基站之间的负载均衡,降低了宏基站对小基站用户的干扰,提升了小基站用户的信号干扰噪声比,用户速率中位值提高了20%. 相似文献
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随着业务类型的丰富和多样化,低时延、高带宽、数据私密性、高可靠性等成为业务普遍的要求。边缘计算、雾计算、分布式云、算力网络等方案相继被提出,并在产学研各界引发了深度的研究和探索。针对“多级的算力分布以及算力的协同将是未来算力结构的主流”这一观点,产业内外达成了共识,算力管理、分配、调度等与资源优化相关的问题也成为当下的研究热点和重点攻关方向。为此,面向未来的算力供给结构,首先描述了学术界、产业界资源调度优化问题的最新进展,总结了当前的主要方法论和工程实施架构;然后,针对两种典型的云边协同场景,从场景拆分、调度目标、求解方案依次进行分析,给出了适应场景特性的资源调度优化参考方案。 相似文献
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YuPeng Wang Suchitra Shrestha KyungHi Chang 《International Journal of Communication Systems》2010,23(2):204-212
In this paper, we jointly optimize the position of the relay node and transmission power ratio of the source node over the relay node to minimize the outage probability, which can provide guidance for IEEE 802.16j transparent relay node configuration. The result indicates that the outage probability is minimum when the relay is positioned at the midway between the source and the destination, and the transmission power ratio of the source node over the relay node is 11:9. Copyright © 2009 John Wiley & Sons, Ltd. 相似文献
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Bimal Chandra Das Satoshi Takahashi Eiji Oki Masakazu Muramatsu 《International Journal of Communication Systems》2019,32(5)
In this paper, a green and robust optimization model is introduced to minimize network power consumption, which allows fluctuations of traffic demands between source‐destination pairs in the network. Our model is based on the green hose model, where the traffic is bounded by just total outgoing and incoming amount at each node. In addition to the green hose model, we use the ellipsoidal uncertainty set to allow a different type of fluctuations in traffic demands. Here, the total amount of squared errors in traffic demands is bounded by a constant which controls the total admissible fluctuations over the network. Applying the conic duality, we formulate our model in the form of mixed‐integer second order cone programming (MISOCP) problem. Furthermore, we establish a relationship between our model and the green hose model with bound of link traffic (HLT) model, an developed version of the hose model known as the HLT. Numerical results demonstrate that each of the MISOCP problems can be solved to its optimality in a reasonable time by a general MISOCP solver, and that the proposed model has different tendency in performance with the green hose and green HLT models. 相似文献
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研究采用放大转发协议的单向和双向中继网络中的中继选择与功率分配的联合优化策略。该策略以一定服务质量(QoS)要求为约束条件,以最小化中继网络中各节点的总功率为目标,建立优化问题。运用凸优化技术,得到了该优化问题的闭合解。仿真结果表明在满足相同的QoS要求下,该最优联合策略较传统的随机选择与等功率分配策略具有较低的功率消耗。 相似文献
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摘 要:本文提出了一种联合信道分配与功率控制算法,通过优化目标将家庭网络的信道分配和功率控制结合,限定干扰范围,采用凸优化和次梯度方法,求解出功率的闭合式,优化了家庭网络的容量。算法又将家庭网络容量与宏网络容量联系,使宏网络容量得到了提升。仿真结果表明,与单纯的功率控制算法相比,本文算法提高了系统容量。 相似文献
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Joint subchannel and power allocation in multiuser OFDM systems with minimal rate constraints 下载免费PDF全文
In this paper, we study the adaptive resource allocation in multiuser orthogonal frequency division multiplexing (OFDM) systems. We try to maximize the sum capacity of an OFDM system with given transmission power budget, while meeting users' minimal rate requirements. Unlike other resource allocation schemes, which generally separate subchannel allocation and power distribution into independent procedures, our proposed algorithm implements joint subchannel and power allocation. Given a set of subchannels, the required power to satisfy a user's minimal rate constraint is calculated by water‐filling policy. Then, the user who requires the maximum power to meet the rate requirement has a priority to obtain an additional subchannel. The procedure continues until all subchannels are consumed, by which time the consumed power to meet all users' rate requirements is also worked out. Finally, the margin power is allocated among all subchannels in an optimal manner to maximize the sum capacity of the OFDM system. Simulation results show that our proposed algorithm performs better than other existing ones. The solution produced by our proposed algorithm is close to the upper bound, while its complexity is relatively lower compared with other methods, which makes it attractive for applications. Copyright © 2012 John Wiley & Sons, Ltd. 相似文献
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This work considers a multi-hop sensor network and addresses the problem of minimizing power consumption in each sensor node
locally while ensuring two global (i.e., network wide) properties: (i) communication connectivity, and (ii) sensing coverage. A sensor node saves energy by suspending its sensing and communication activities according to a Markovian stochastic process.
We show that a power level to induce a coverage radius
is sufficient for connectivity provided that w(n)→∞. The paper presents a Markov model and its solution for steady state distributions to determine the operation of a single
node. Given the steady state probabilities, we construct a non-linear optimization problem to minimize the power consumption.
Simulation studies to examine the collective behavior of large number of sensor nodes produce results that are predicted by
the analytical model. 相似文献
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分布式视频编码技术的研究现状及其展望 总被引:3,自引:0,他引:3
分布式视频编码(DVC)是建立在多信源信息编码理论基础上的一种新的视频编码榧架。在对目前分布式编码文献进行分析和综合基础之上,本文首先阐述了分布式视频编码的理论基础和应用背景,然后分析介绍了目前几种典型的分布式编码算法,给出了空间域Wyner-Ziv视频编码和频域wyner-Ziv视频编码的仿真结果和分析,最后对当的影响分布式编码的几个关键问题进行剖析和展望。 相似文献
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Multiterminal source coding refers to separate encoding and joint
decoding of multiple correlated sources. Joint decoding requires all
the messages to be decoded simultaneously which is exponentially
more complex than a sequence of single-message decodings. Inspired
by previous work on successive coding, we apply the successive
Wyner-Ziv coding, which is inherently a low complexity approach of
obtaining a prescribed distortion, to the two-terminal source coding
scheme. First, we consider 1-helper problem where one source
provides partial side information to the decoder to help the
reconstruction of the main source. Our results show that the
successive coding strategy is an optimal strategy in the sense of
achieving the rate-distortion function. By developing connections
between source encoding and data fusion steps, it is shown that the
whole rate-distortion region for the 2-terminal source
coding problem is achievable using the successive coding strategy.
Comparing the performance of the sequential coding with the
performance of the successive coding, we show that there is no
sum-rate loss when the side information is not available at the
encoder. This result is of special interest in some applications
such as video coding where there are processing and storage
constraints at the encoder. Finally, we provide an achievable
rate-distortion region for the m-terminal source coding.
相似文献
M. Reza SoleymaniEmail: |
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郑世林 《信息安全与通信保密》2005,(11):96-98
信源编码最常用的翟夫曼可变长编码是性能最优的唯一可译即时码。在讨论编码方法时常以二进制为例进行。多进制的霍夫曼编码如何进行,怎样证明得到的编码一定是平均码长最短的唯一可译即时码,是本文讨论和证明的主题。 相似文献
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In this paper,we investigate the power and subcarrier allocation issue in the case of partial side information for downlink orthogonal frequency division multiple access(OFDMA)system.Relaxation method is utilized to characterize the necessary conditions of the optimal solution and the uniqueness of the optimal solution is proved.The game theoretical concept,surplus function is also introduced to analyze the optimal solution.Based on the theoretical analysis,we propose iterative surplus balancing algorithm(ISBA)that can jointly assign the power and subcarriers in multiple rounds,and then the optimality of ISBA is proved.Simulation results are presented to show the characteristics of the theoretical analysis and ISBA. 相似文献
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In orthogonal frequency division multiplexing (OFDM) systems, time and frequency synchronization are two critical elements for guaranteeing the orthogonality of OFDM subcarriers. Conventionally, with the employment of pseudo-noise (PN) sequences in preamble design, the preamble information is not fully utilized in both symbol timing offset acquisition and carrier frequency offset estimation. In this article, a new synchronization algorithm is proposed for jointly optimizing the time and frequency synchronization. This algorithm uses polynomial sequences as synchronization preamble instead of PN sequences. Theoretical analysis and simulation results indicate that the proposed algorithm is much more accurate and reliable than other existing methods. 相似文献
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A novel adaptive power control and beam-forming joint optimization algorithm is proposed in cognitive radio(CR) underlay networks,where cognitive network share spectrum with primary network which spectrum is licensed.In this paper,both primary base station(PBS) and cognitive base station(CBS) are all equipped with multi antennas,while each primary user(PU) and cognitive user(CU) has only one antenna.Different from traditional algorithms,an adaptive weight factor generating solution is supplied to different access users(both PUs and CUs) in this paper,and the different priority of users is also considered,because PUs have higher priority,the weight factor of PUs is fixed as constant and signal-to-interference and noise ratio(SINR) threshold is unchanged,while for CUs,it is set adaptively and SINR threshold is also changed accordingly.Using this algorithm,the transmit power is decreased,which relax the strict requirements for power amplifier in communication systems.And moreover,owing to PUS has fixed SINR threshold,the calculated SINR at receiver is nearly unchanged,but for CUs,the SINR is changing with the adaptive weight factor.Under the assurance of quality of service(QoS) of PUs,the solution in this paper can enable CRs access to the CR network according to adaptive SINR threshold,therefore which supplies higher spectrum utilization efficiency. 相似文献
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In order to gain insight into the relationship between the failure probability and the spectrum efficiency,both failure probability (FP) and load balancing (LB) were attempted to minimize in flexible bandwidth optical networks.An optimized FP-LB algorithm was developed to reduce failure probability and to improve the spectrum efficiency,and a traditional algorithm was further introduced for comparison in flexible bandwidth optical networks.Simulation results show that the optimized FP-LB algorithm reduces 69.8% blocking probability,45.3% spectrum occupancy rate,and 41.9% average failure probability compared to the traditional algorithm.Obviously,the optimized FP-LB algorithm achieves the joint optimization of both failure probability and load balancing. 相似文献
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Network coding (NC) is a technique that allows intermediate nodes to combine the received packets from multiple links and forwarded to subsequent nodes. Compared with pure relaying, using NC in a wireless network, one can potentially improve the network throughput, but it increases the complexity of resource allocations as the quality of one transmission is often affected by the transmission conditions of multiple links. In this paper, we consider an ad hoc network, where all the links have bidirectional communications, and a relay node forwards traffic between the source and the destination nodes using NC. All transmissions share the same frequency channel, and simultaneous transmissions cause interference to each other. We consider both digital NC and analog NC strategies, referred to as DNC and ANC, respectively, and schedule transmission time and power of the nodes in order to maximize the overall network throughput. For DNC, an optimum scheduling is formulated and solved by assuming that a central controller is available to collect all the link gain information and make the scheduling decisions. Distributed scheduling schemes are proposed for networks using DNC and ANC. Our results indicate that the proposed scheduling scheme for DNC achieves higher throughput than pure relaying, and the scheduling scheme for ANC can achieve higher throughput than both DNC and pure relaying under certain conditions. Copyright © 2013 John Wiley & Sons, Ltd. 相似文献