Stansfield Localization Algorithm: Theoretical Analysis and Distributed Implementation

Wang Jun; Chen Jianshu; Cabric Danijela

首页> 外文期刊>Wireless Communications Letters, IEEE >Stansfield Localization Algorithm: Theoretical Analysis and Distributed Implementation

【24h】

Stansfield Localization Algorithm: Theoretical Analysis and Distributed Implementation

机译：Stansfield本地化算法：理论分析和分布式实现

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

In this letter, we focus on the Stansfield localization algorithm, which is a direction-of-arrival (DoA) fusion algorithm with high accuracy and low complexity. We derive the mean square error of the Stansfield algorithm with estimated DoA estimation error variance. Our derivation considers the statistical variation of DoA, as well as the impact of receive signal strength variations and node self-positioning error. In addition, we propose a distributed implementation of the Stansfield algorithm based on diffusion adaptation, which obtains accuracy comparable to its centralized counterpart and saves total transmit power for sufficient node density.

机译：在这封信中，我们将重点介绍斯坦斯菲尔德定位算法，这是一种具有高精度和低复杂度的到达方向（DoA）融合算法。我们用估计的DoA估计误差方差推导出Stansfield算法的均方误差。我们的推导考虑了DoA的统计变化，以及接收信号强度变化和节点自定位误差的影响。此外，我们提出了一种基于扩散自适应的Stansfield算法的分布式实现，该算法可实现与集中式算法相当的精度，并为足够的节点密度节省了总发射功率。

著录项

来源
《Wireless Communications Letters, IEEE》 |2013年第3期|327-330|共4页
作者
Wang Jun; Chen Jianshu; Cabric Danijela;
展开▼
作者单位

Department of Electrical Engineering, University of California, Los Angeles, CA, 90095, USA|c|;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
DoA fusion; Stansfield algorithm; distributed algorithms; passive localization; performance analysis;

机译：DoA融合;Stansfield算法;分布式算法;被动定位;性能分析;

相似文献

外文文献
中文文献
专利

1. Weighted Centroid Localization Algorithm: Theoretical Analysis and Distributed Implementation [J] . Wang Jun, Urriza Paulo, Han Yuxing, Wireless Communications, IEEE Transactions on . 2011,第10期

机译：加权质心定位算法：理论分析与分布式实现
2. Cooperative Localization in Hybrid Infrared/Visible Light Networks: Theoretical Limits and Distributed Algorithms [J] . Keskin Musa Furkan, Erdem Osman, Gezici Sinan Signal and Information Processing over Networks, IEEE Transactions on . 2019,第1期

机译：混合红外/可见光网络中的协作定位：理论限制和分布式算法
3. DisASTer (Distributed Algorithms Simulation Terrain): A Platform for the Implementation of Distributed Algorithms [J] . Rainer Oechsle, Tim Gottwald SIGCSE bulletin . 2005,第3期

机译：DisASTer（分布式算法仿真地形）：一个用于实现分布式算法的平台
4. Dynamic Theoretical Analysis of the Distributed Stochastic and Distributed Breakout Algorithms [C] . Anton Ridgway, Roger Mailler International Conference on Autonomous Agents and Multiagent Systems . 2015

机译：分布式随机分布分布式分布算法的动态理论分析
5. Design and analysis of algorithms for large-scale distributed systems: A control theoretic approach. [D] . Patterson, Stacy. 2009

机译：大型分布式系统算法的设计和分析：一种控制理论方法。
6. Implementation of the Rank-Weighted Co-localization (RWC) algorithm in multiple image analysis platforms for quantitative analysis of microscopy images [O] . Vasanth R. Singan, Jeremy C. Simpson 2016

机译：在多个图像分析平台中对显微镜图像进行定量分析的秩加权共定位（RWC）算法的实现
7. Cooperative Localization in Hybrid Infrared/Visible Light Networks: Theoretical Limits and Distributed Algorithms [O] . Musa Furkan Keskin, Osman Erdem, Sinan Gezici 2019

机译：混合红外/可见光网络中的合作本地化：理论限制和分布式算法

Stansfield Localization Algorithm: Theoretical Analysis and Distributed Implementation

摘要

著录项

相似文献

相关主题

期刊订阅