A Tool for Simulation and Visualization of Distributed Estimation in Wireless Sensor Networks

被引：0

作者：

Rauen, Zachary I. ^{[1
]}

Rolfe, Nicholas S. ^{[1
]}

Kantarci, Burak ^{[1
]}

Banavar, Mahesh ^{[1
]}

Freitag, William ^{[1
]}

机构：

[1] Clarkson Univ, Dept Elect & Comp Engn, Potsdam, NY 13699 USA

来源：

PROCEEDINGS OF THE 6TH IEEE INTEGRATED STEM EDUCATION CONFERENCE | 2016年

基金：

美国国家科学基金会;

关键词：

Channel impairment; communications; distributed estimation; software design; wireless sensor networks;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A Java-based tool has been designed and implemented to simulate distributed estimation on a wireless sensor network (WSN) platform. The tool allows users to vary several system parameters of the WSN such as the parameter to be estimated; the amount of and type of noise in the system; types of channel impairments; algorithms for data processing at the sensors; and types of estimators. The simulator has been developed by fulfilling the requirements of usability principles in visual software design, and it produces outputs that have relevance to various sensor network applications such as localization, synchronization, and fault detection. Educational opportunities introduced by the tool are two-fold. It can be used in senior-level undergraduate digital signal processing, communications, and digital controls classes to introduce students basic statistical signal processing concepts such as noise and sample estimation in noise. The current version of the tool has been evaluated via student feedback in a workshop. Preliminary results are promising, and will allow us to make modifications to the simulation tool as necessary.

引用

页码：34 / 36

页数：3

共 15 条

[1]

[Anonymous], 2014, PROC IEEE S COMPUT C

[2]

Banavar M., 2015, WORKSH TOOL SIM VIS

[3] Estimation Over Fading Channels With Limited Feedback Using Distributed Sensing [J].

Banavar, Mahesh K. ;

Tepedelenlioglu, Cihan ;

Spanias, Andreas .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (01) :414-425

[4]

Benkic K, 2008, MONOGR COTSEN INST A, P535

[5]

Berisha V., 2006, ASEE ANN C EXP

[6]

Curtis P., 2014, FRONTIERS ED C FIE 2, P1

[7]

Dym CL, 2004, INT J ENG EDUC, V20, P305

[8]

Evans J. J., 2007, 37 FRONT ED F IE C O, pS4B

[9] Wireless sensor systems: An approach for a multiuniversity design course [J].

Frolik, J ;

Weller, TM .

IEEE TRANSACTIONS ON EDUCATION, 2002, 45 (02) :135-141

[10]

Johnson W. H., 2008, ASEE ANN C EXP JUN

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