SpringerOpen Newsletter

Receive periodic news and updates relating to SpringerOpen.

Open Access Research Article

Design and Optimization of the VideoWeb Wireless Camera Network

HoangThanh Nguyen*, Bir Bhanu, Ankit Patel and Ramiro Diaz

Author Affiliations

Center for Research in Intelligent Systems, University of California, Riverside, CA 92521, USA

For all author emails, please log on.

EURASIP Journal on Image and Video Processing 2010, 2010:865803  doi:10.1155/2010/865803

Published: 18 August 2010

Abstract

Sensor networks have been a very active area of research in recent years. However, most of the sensors used in the development of these networks have been local and nonimaging sensors such as acoustics, seismic, vibration, temperature, humidity. The emerging development of video sensor networks poses its own set of unique challenges, including high-bandwidth and low latency requirements for real-time processing and control. This paper presents a systematic approach by detailing the design, implementation, and evaluation of a large-scale wireless camera network, suitable for a variety of practical real-time applications. We take into consideration issues related to hardware, software, control, architecture, network connectivity, performance evaluation, and data-processing strategies for the network. We also perform multiobjective optimization on settings such as video resolution and compression quality to provide insight into the performance trade-offs when configuring such a network and present lessons learned in the building and daily usage of the network.