中国新移动运营商3G发展策略

通过对3G的市场分析、技术分析、制式选择关键因素分析和经济分析,得出了中国新移动运营商3G的发展策略。无论从基于频率资源与制式关系的考虑,基于选择3G主流制式的考虑,还是从基于利用非对称频段资源、采用TD-SCDMA混合组网的考虑,对新的运营商来说,采用WCDMA来建设移动通信系统都是必要和有利的选择。     

关于移动本地传输网建设若干问题的考虑

根据移动公司的特点对移动本地传输网建设的必要性、网络的分层、业务需求、发展策略、建设思路、设备/光缆选型等问题进行论述，以期指导移动本地传输网的建设。     

用于信号、图像和景象匹配的特征区选择方法

匹配中最常见的问题之一是根据给定的准则选择最佳匹配子区，而选择的关键是具有唯一性和缺乏模糊性。唯一性可以通过原始图和子图相关函数峰值的幅值和个数决定。模糊性可以用相关长度或主相关峰宽度的50％来衡量。相关长度越短，检测正确匹配位置的可能性就越大。提出了一种根据最小相关长度来选择最佳匹配子区的方法。此分析可扩展到二维，三维或更高维，而且可通过快速傅里叶变换来解决离散问题。     

基于Bayesian粗糙集和布谷鸟算法的肺部肿瘤高维特征选择算法

在高维特征选择过程中最优特征子集生成和分类器 参数优化方面,提出一种基于贝叶斯粗糙集(BRS)、遗传算法(GA)和布谷鸟算法(CS) 的两阶段优化高维特征选择算法。该算法首先分析3000例肺部肿瘤CT图像的形状、灰度和纹理特征,提取104维特 征分量共同量化ROI;然后进行两阶段优化:(1) 从全局相对增益函数的角度分析了属性 重要度,结合属性约简长度和基因编码权值函数的加权和构造适应度函数,通过选择、交叉 和变异等遗传操作生成最优特征子集,在不降低分类精确度的前提下降低特征维度;(2) 利用CS对支持向量机(SVM)参数进行全局寻优;最后通过实验验证本文算法的可行性和有 效性。实验结果表明,该算法有效提升了肺部肿瘤良恶性识别能力,降低了算法的时间复杂 度。     

Integrated Optimal Cell Site Selection and Frequency Allocation for Cellular Radio Networks

Two major planning problems are encountered when designing a cellular radio network. The initial question is where to locate the base transmitter stations such that full coverage is achieved at low interference. This is relevant for frequency division (FDMA) as well as code division multiple access (CDMA) technology. If the locations of base stations are given, then for an FDMA-system frequencies have to be assigned such that there is a sufficient number of channels per cell available at a low total interference level. Since cell site selection and frequency allocation have mutual influences on each other, the ultimate goal is to deal with both problems in a single design step. The main intention of this paper is to model the above planning issues as linear integer programs, and to discuss solution methods for the corresponding NP-hard problems. According to their increasing complexity we proceed from channel allocation via cell site selection to an integrated single setup.     

基于选播机制的无线Mesh网络网关选取路由算法

提出了一种基于选播的无线Mesh网络网关选取模型和相应的网关选取路由算法。该模型将所有网关节点抽象成一个选播组,将所有的网关节点组成一个网关树,实现对网关组成员的管理与维护。网关选取路由算法以时延为度量,通过有效的选播机制自适应地查找"最优"网关节点为客户节点服务,以提供响应最快的高质量的因特网接入服务。实验结果表明,该算法能在合理的时间内有效地解决多网关选取问题。     

Antenna selection for MIMO system based on pattern recognition

This paper proposes a novel Multiple-Input Multiple-Output (MIMO) transmission scheme based on Pattern Recognition (PR), which is termed as the PR aided Transmission Antenna Selection MIMO (PR-TAS aided MIMO). As the conventional TAS algorithms need to search all possible legitimate antenna subsets, they may impose some redundant calculations. In order to avoid this problem, we employ some pattern recognition methods to carry out the TAS algorithm in this paper. To be specific, two PR algorithms, namely the K-Nearest Neighbor (KNN) algorithm and the Support Vector Machine (SVM) algorithm, are introduced and redesigned to obtain a TAS with lower complexity but higher efficiency. Moreover, in order to improve the performance of the SVM, we propose a new feature extraction of channel matrix for the TAS. Our simulation results show that the proposed KNN and SVM based PR-TAS algorithms are capable of striking a flexible tradeoff between the complexity and the Bit Error Rate (BER), and the new feature can effectively improve the BER performance compared with the conventional feature extraction method.     

新型影响力最大化算法

如何从包含成千上万个节点的社会网络中选取初始节点集来传播信息,使最后接受者的数量达到最大化,已成为社会网络领域研究的热点。在此背景下,提出了一种新的初始节点选择算法——基于社区的影响力最大化算法,该算法在综合考虑传播效果及时间复杂度的基础上,将初始节点的选择过程划分为网络划分、启发、贪心三个阶段。并通过实验证明,与已有算法相比,该算法最终的传播效果更为理想,且时间复杂度较低。     

Interactive key frame selection model

Video summarization can provide a fine representation of the content of video stream and reduce a large amount of data involved in video indexing, browsing, and retrieval. Moreover, Key frame selection is an important step in the research of content-based video analysis and retrieval. Although there exist a variety of methods for key frame selection, they are heuristic and closed systems, which cannot dynamically generate video summary with user’s preference. In this paper, an M-estimator and epipolar line distance constraint camera motion estimation algorithm is introduced as camera parameters is an important motion feature for key frame selection, and Broyden-Fletcher-Goldfarb-Shanno (BFGS) method is applied to optimize estimated parameters. Moreover, since Interactive Computing is a novel-computing model that represents the transition of algorithm to interaction, an interactive model of key frame selection (IKFS) is presented as a result of improving the model of key frame selection (KFS). The model of KFS and IKFS are proved to satisfy the criterion of induction and coinduction, respectively. Experimental results show that the processing scheme generates flexible and desirable summarizations whose distortion rate is lower than current method. Above all, IKFS is an extension to KFS.     

村村通工程中卫星地面接收天线的调整

重点介绍卫星地面接收天线的安装与调试过程中,卫星地面接收天线的选址所要考虑的因素与调试方法,同时介绍在村村通工程中总结的一些经验。