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Extended Cell Planning for Capacity Expansion and Power Optimization by Using MEMETIC Algorithm 基于MEMETIC算法的扩展单元规划容量扩展和功率优化
Pub Date : 2012-04-01 DOI: 10.4018/ijwnbt.2012040103
H. Saini, L. Sharma, T. C. Panda, H. N. Pratihari
In the current era of cellular world, cell planning plays an important role to achieve better performance of the cellular network. Capacity expansion and cost optimization of a newly activated base station by placing it at an optimized location is one of the primary objectives of the current manuscript. The locations of the new as well as the existing base stations are directly correlated to the required capacity demand and the power of the received signal at the base station which becomes the sensitive parameter for the cell planning. Therefore, cell planning is to be modeled to optimize the location of the base stations in the form of a linear programming problem. Further, the MEMETIC algorithm has to be used for the optimization of the multi-objectives of the scenario. The simulated results show that there is a significant enhancement in the capacity of the base stations (1% to 5%) as compared with the orientation of base stations achieved by random deployment.
在当前的蜂窝网络时代,蜂窝规划对于提高蜂窝网络的性能起着至关重要的作用。通过将新激活的基站放置在优化位置来实现容量扩展和成本优化是当前手稿的主要目标之一。新建基站和现有基站的位置与基站所需的容量需求和接收信号的功率直接相关,成为小区规划的敏感参数。因此,要以线性规划问题的形式对小区规划进行建模以优化基站的位置。此外,MEMETIC算法必须用于场景的多目标优化。仿真结果表明,与随机部署的基站方向相比,基站容量有显著提高(1% ~ 5%)。
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引用次数: 34
An Enhanced DV-Hop Localization Algorithm for Wireless Sensor Networks 一种增强的无线传感器网络DV-Hop定位算法
Pub Date : 2012-04-01 DOI: 10.4018/ijwnbt.2012040102
Shrawan Kumar, D. K. Lobiyal
Obtaining precise location of sensor nodes at low energy consumption, less hardware requirement, and little computation is a challenging task. As one of the well-known range-free localization algorithm, DV-Hop can be simply implemented in wireless sensor networks, but it provides poor localization accuracy. Therefore, in this paper, the authors propose an enhanced DV-Hop localization algorithm that provides good localization accuracy without requiring additional hardware and communication messages in the network. The first two steps of proposed algorithm are similar to the respective steps of the DV-Hop algorithm. In the third step, they first separate error terms (correction factors) of the estimated distance between unknown node and anchor node. The authors then minimize these error terms by using linear programming to obtain better location accuracy. Furthermore, they enhance location accuracy of nodes by introducing weight matrix in the objective function of linear programming problem formulation. Simulation results show that the performance of our proposed algorithm is superior to DV-Hop algorithm and DV-Hop–based algorithms in all considered scenarios.
在低能耗、低硬件要求和少计算量的条件下获得传感器节点的精确位置是一项具有挑战性的任务。作为一种著名的无距离定位算法,DV-Hop在无线传感器网络中实现简单,但定位精度较差。因此,在本文中,作者提出了一种增强的DV-Hop定位算法,该算法在不需要网络中额外的硬件和通信消息的情况下提供了良好的定位精度。该算法的前两步与DV-Hop算法的相应步骤类似。在第三步中,他们首先分离未知节点与锚节点之间估计距离的误差项(修正因子)。然后,作者使用线性规划最小化这些误差项,以获得更好的定位精度。在线性规划问题表述的目标函数中引入权矩阵,提高了节点的定位精度。仿真结果表明,在所有考虑的场景下,我们提出的算法的性能都优于DV-Hop算法和基于DV-Hop 的算法。
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引用次数: 33
Co-Operative Load Balancing in Vehicular Ad Hoc Networks (VANETs) 车载自组网(vanet)的协同负载均衡
Pub Date : 2011-10-01 DOI: 10.4018/IJWNBT.2011100101
G. Ali, E. Chan
Recently data dissemination using Road Side Units RSUs in Vehicular Ad Hoc Networks VANETs received considerable attention for overcoming the vehicle to vehicle frequent disconnection problem. An RSU becomes overloaded due to its mounting location and/or during rush hour overload. As an RSU has short wireless transmission coverage range and vehicles are mobile, a heavily overloaded RSU may experience high deadline miss rate in effect of serving too many requests beyond its capacity. In this work, the authors propose a co-operative multiple-RSU model, which offers the opportunity to the RSUs with high volume workload to transfer some of its overloaded requests to other RSUs that have light workload and located in the direction in which the vehicle is heading. Moreover, for performing the load balancing, the authors propose three different heuristic load transfer approaches. By a series of simulation experiments, the authors demonstrate the proposed co-operative multiple-RSU based load balancing model significantly outperforms the non-load balancing multiple-RSU based VANETs model against a number of performance metrics.
近年来,在车载自组织网络(vanet)中使用路旁单元(rsu)进行数据传播,克服了车对车频繁断开的问题,受到了广泛关注。RSU由于其安装位置和/或在高峰时段过载而过载。由于RSU具有较短的无线传输覆盖范围和车辆的移动性,严重超载的RSU可能会遇到高的截止日期错过率,这是由于服务过多的请求而超出其容量。在这项工作中,作者提出了一个合作的多rsu模型,该模型为具有高工作量的rsu提供了将其部分过载请求转移到其他负载较轻且位于车辆行驶方向的rsu的机会。此外,为了实现负载均衡,作者提出了三种不同的启发式负载转移方法。通过一系列的仿真实验,作者证明了所提出的基于协作多rsu的负载均衡模型在许多性能指标上明显优于基于非负载均衡多rsu的VANETs模型。
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引用次数: 17
Cooperative Error Control Mechanism Combining Cognitive Technology for Video Streaming Over Vehicular Networks 结合认知技术的车联网视频流协同错误控制机制
Pub Date : 2011-10-01 DOI: 10.4018/ijwnbt.2011100102
Ming-Fong Tsai, N. Chilamkurti, Hsia-Hsin Li
Video streaming over vehicular networks is an attractive feature to many applications, such as emergency video transmission and inter-vehicle video transmission. Vehicles accessing road-side units have a few seconds to download information and experience a high packet loss rate. Hence, this paper proposes Cooperative Error Control CEC mechanism combining Cognitive Technology CT for video streaming over wireless vehicular networks. CEC mechanism combining CT uses a cooperative error recover scheme to recover lost packets not only from a road-side unit which uses the primary channel but also from the other vehicles using a free channel. Hence, CEC mechanism with CT can enhance error recovery performance and quality of video streaming over vehicular networks. Simulation results show the error recover performance of the CEC mechanism combining CT performs better than the other related mechanisms.
基于车载网络的视频流传输在应急视频传输和车际视频传输等应用中具有重要的应用前景。访问路边单元的车辆只有几秒钟的时间来下载信息,并经历高丢包率。为此,本文结合认知技术CT,提出了无线车载网络视频流的协同错误控制CEC机制。结合CT的CEC机制采用了一种合作错误恢复方案,不仅可以从使用主信道的路旁单元恢复丢失的数据包,还可以从使用空闲信道的其他车辆恢复丢失的数据包。因此,结合CT的CEC机制可以提高车用网络视频流的错误恢复性能和质量。仿真结果表明,结合CT的CEC机构的误差恢复性能优于其他相关机构。
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引用次数: 18
A Framework for External Interference-Aware Distributed Channel Assignment 一种感知外部干扰的分布式信道分配框架
Pub Date : 2011-10-01 DOI: 10.4018/ijwnbt.2011100103
F. Juraschek, M. Günes, B. Blywis
DES-Chan is a framework for experimentally driven research on distributed channel assignment algorithms in wireless mesh networks. DES-Chan eases the development process by providing a set of common services required by distributed channel assignment algorithms. A new challenge for channel assignment algorithms are sources of external interferences. With the increasing number of wireless devices in the unlicensed radio spectrum, co-located devices that share the same radio channel may have a severe impact on the network performance. DES-Chan provides a sensing component to detect such external devices and predict their future activity. As a proof of concept, the authors present a reference implementation of a distributed greedy channel assignment algorithm. The authors evaluate its performance in the DES-Testbed, a multi-transceiver wireless mesh network with 128 nodes at the Freie Universitat Berlin.
DES-Chan是一个实验驱动的无线网状网络分布式信道分配算法研究框架。DES-Chan通过提供分布式信道分配算法所需的一组公共服务来简化开发过程。外部干扰源是信道分配算法面临的一个新挑战。随着未授权无线电频谱中的无线设备数量的增加,共享同一无线电信道的多址设备可能会对网络性能产生严重影响。DES-Chan提供了一个传感组件来检测这些外部设备并预测它们未来的活动。作为概念证明,作者提出了一个分布式贪婪信道分配算法的参考实现。作者在des测试平台上评估了它的性能,des测试平台是柏林自由大学的128个节点的多收发器无线网状网络。
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引用次数: 16
An Efficient Data Dissemination Scheme for Warning Messages in Vehicular Ad Hoc Networks 一种有效的车载自组织网络中预警信息的数据分发方案
Pub Date : 2011-10-01 DOI: 10.4018/ijwnbt.2011100104
M. Javed, J. Khan
Vehicular ad hoc networks VANETs are expected to be used for the dissemination of emergency warning messages on the roads. The emergency warning messages such as post crash warning notification would require an efficient multi hop broadcast scheme to notify all the vehicles within a particular area about the emergency. Such emergency warning applications have low delay and transmission overhead requirements to effectively transmit the emergency notification. In this paper, an adaptive distance based backoff scheme is presented for efficient dissemination of warning messages on the road. The proposed scheme adaptively selects the furthest vehicle as the next forwarder of the emergency message based on channel conditions. The detailed performance figures of the protocol are presented in the paper using simulations in the OPNET network simulator. The proposed protocol introduces lower packet delay and broadcast overhead as compared to standard packet broadcasting protocols for vehicular networks.
车辆特设网络vanet预计将用于在道路上传播紧急警告信息。紧急警告信息(如碰撞后警告通知)需要一种高效的多跳广播方案来通知特定区域内的所有车辆有关紧急情况。此类应急预警应用对延迟和传输开销要求较低,能够有效地传输应急通知。本文提出了一种基于自适应距离的退避方案,以有效地传播道路上的警告信息。该方案根据信道条件自适应地选择距离最远的车辆作为下一个紧急消息转发者。通过在OPNET网络模拟器上的仿真,给出了该协议的详细性能数据。与车载网络的标准分组广播协议相比,该协议引入了更低的分组延迟和广播开销。
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引用次数: 23
Wireless Transport Layer Congestion Control Evaluation 无线传输层拥塞控制评估
Pub Date : 2011-07-01 DOI: 10.4018/ijwnbt.2011070105
S. Ahuja, W. R. Shore
The performance of transport layer protocols can be affected differently due to wireless congestion, as opposed to network congestion. Using an active network evaluation strategy in a real world test-bed experiment, the Transport Control Protocol TCP, Datagram Congestion Control Protocol DCCP, and Stream Control Transport Protocol SCTP were evaluated to determine their effectiveness in terms of throughput, fairness, and smoothness. Though TCP's fairness was shown to suffer in wireless congestion, the results showed that it still outperforms the alternative protocols in both wireless congestion, and network congestion. In terms of smoothness, the TCP-like congestion control algorithm of DCCP did outperform TCP in wireless congestion, but at the expense of throughput and ensuing fairness. SCTP's congestion control algorithm was also found to provide better smoothness in wireless congestion. In fact, it provided smoother throughput performance than in the network congestion.
由于无线拥塞,传输层协议的性能可能受到不同程度的影响,而不是网络拥塞。在现实世界的试验台实验中,使用主动网络评估策略,对传输控制协议TCP、数据报拥塞控制协议DCCP和流控制传输协议SCTP进行了评估,以确定它们在吞吐量、公平性和平滑性方面的有效性。尽管TCP的公平性在无线拥塞中受到影响,但结果表明它在无线拥塞和网络拥塞中仍然优于替代协议。在平滑度方面,DCCP的类TCP拥塞控制算法在无线拥塞方面确实优于TCP,但以牺牲吞吐量和随后的公平性为代价。SCTP的拥塞控制算法在无线拥塞中提供了更好的平滑性。实际上,它提供了比网络拥塞时更平滑的吞吐量性能。
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引用次数: 32
A Source Based On-Demand Data Forwarding Scheme for Wireless Sensor Networks 一种基于源的无线传感器网络按需数据转发方案
Pub Date : 2011-07-01 DOI: 10.4018/ijwnbt.2011070104
M. Brandl, A. Kos, K. Kellner, C. Mayerhofer, T. Posnicek, Christian Fabian
Wireless Sensor Networks WSNs are becoming more important in the medical and environmental field. The authors propose an on-demand routing protocol using sensor attractiveness-metric Pa gradients for data forwarding decisions within the network. Attractiveness-based routing provides an efficient concept for data-centric routing in wireless sensor networks. The protocol works on-demand, is source-initiated, has a flat hierarchy and has its origin in the idea of pheromone-based routing. The algorithm supports node-to-sink data traffic and is therefore a lightweight approach to generalized multihop routing algorithms in WSNs. The performance evaluation of the proposed protocol is done by extensive simulation using a multi-agent based simulation environment called NetLogo. The efficiency of the attractiveness-based routing algorithm is compared in simulations with the well known Dynamic Source Routing algorithm DSR. The authors conclude that the Pabased routing algorithm is well suited for easy to set up WSNs because of its simplicity of implementation and its adaptability to different scenarios by adjustable weighting factors for the node's attractiveness metric.
无线传感器网络在医疗和环境领域的应用越来越重要。作者提出了一种按需路由协议,使用传感器吸引力-度量Pa梯度在网络内进行数据转发决策。基于吸引力的路由为无线传感器网络中以数据为中心的路由提供了一个有效的概念。该协议按需工作,是源启动的,具有扁平的层次结构,并且起源于基于信息素的路由思想。该算法支持节点到接收器的数据流量,因此是wsn中广义多跳路由算法的一种轻量级方法。利用基于多智能体的仿真环境NetLogo对所提出的协议进行了广泛的仿真,从而对协议的性能进行了评估。在仿真中比较了基于吸引力的路由算法与动态源路由算法DSR的效率。结果表明,该算法实现简单,且节点吸引力指标的权重可调,可适应不同场景,适合于易于建立的无线传感器网络。
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引用次数: 23
Load Balancing Aware Multiparty Secure Group Communication for Online Services in Wireless Mesh Networks 基于负载均衡的无线网状网络在线业务多方安全组通信
Pub Date : 2011-07-01 DOI: 10.4018/ijwnbt.2011070102
Neeraj Kumar
The internet offers services for users which can be accessed in a collaborative shared manner. Users control these services, such as online gaming and social networking sites, with handheld devices. Wireless mesh networks WMNs are an emerging technology that can provide these services in an efficient manner. Because services are used by many users simultaneously, security is a paramount concern. Although many security solutions exist, they are not sufficient. None have considered the concept of load balancing with secure communication for online services. In this paper, a load aware multiparty secure group communication for online services in WMNs is proposed. During the registration process of a new client in the network, the Load Balancing Index LBI is checked by the router before issuing a certificate/key. The certificate is issued only if the value of LBI is less than a predefined threshold. The authors evaluate the proposed solution against the existing schemes with respect to metrics like storage and computation overhead, packet delivery fraction PDF, and throughput. The results show that the proposed scheme is better with respect to these metrics.
互联网为用户提供服务,这些服务可以以协作共享的方式访问。用户可以用手持设备控制这些服务,比如在线游戏和社交网站。无线网状网络(WMNs)是一种新兴的技术,能够以一种有效的方式提供这些服务。由于服务由许多用户同时使用,因此安全性是最重要的问题。尽管存在许多安全解决方案,但它们是不够的。没有人考虑过在线服务的负载平衡与安全通信的概念。提出了一种负载感知的WMNs在线业务多方安全组通信方法。在网络中的新客户端注册过程中,路由器在颁发证书/密钥之前检查负载均衡索引LBI。只有当LBI值小于预定义的阈值时,才会颁发证书。作者根据存储和计算开销、数据包传输分数PDF和吞吐量等指标,对现有方案进行了评估。结果表明,该方案在这些指标方面都有较好的性能。
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引用次数: 18
Adaptive Sending Rate Over Wireless Mesh Networks Using SNR 基于信噪比的无线网状网络自适应发送速率
Pub Date : 2011-07-01 DOI: 10.4018/ijwnbt.2011070103
S. Fowler, M. Eberhard, K. Blow, A. Shaikh
Wireless Mesh Networks WMNs have emerged as a key technology for the next generation of wireless networking. Instead of being another type of ad-hoc networking, WMNs diversify the capabilities of ad-hoc networks. Several protocols that work over WMNs include IEEE 802.11a/b/g, 802.15, 802.16 and LTE-Advanced. To bring about a high throughput under varying conditions, these protocols have to adapt their transmission rate. This paper proposes a scheme to improve channel conditions by performing rate adaptation along with multiple packet transmission using packet loss and physical layer condition. Dynamic monitoring, multiple packet transmission and adaptation to changes in channel quality by adjusting the packet transmission rates according to certain optimization criteria provided greater throughput. The key feature of the proposed method is the combination of the following two factors: 1 detection of intrinsic channel conditions by measuring the fluctuation of noise to signal ratio via the standard deviation, and 2 the detection of packet loss induced through congestion. The authors show that the use of such techniques in a WMN can significantly improve performance in terms of the packet sending rate. The effectiveness of the proposed method was demonstrated in a simulated wireless network testbed via packet-level simulation.
无线网状网络(WMNs)已成为下一代无线网络的一项关键技术。wmn不是另一种类型的ad-hoc网络,而是使ad-hoc网络的功能多样化。在WMNs上工作的几个协议包括IEEE 802.11a/b/g、802.15、802.16和LTE-Advanced。为了在不同条件下实现高吞吐量,这些协议必须调整其传输速率。本文提出了一种利用丢包和物理层条件对多包传输进行速率自适应以改善信道条件的方案。动态监控、多包传输以及根据一定的优化标准调整包传输速率以适应信道质量的变化,提供了更大的吞吐量。该方法的主要特点是结合了以下两个因素:1 .通过标准偏差测量噪声与信号比的波动来检测固有信道状况;2 .检测由拥塞引起的丢包。作者表明,在WMN中使用这些技术可以显着提高数据包发送速率的性能。通过分组级仿真,在无线网络仿真平台上验证了该方法的有效性。
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引用次数: 19
期刊
Int. J. Wirel. Networks Broadband Technol.
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