The Study on Supporting Big Data Framework in Wireless Surveillance Networks

Huan Du; Haiyan Chen

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Paper

The Study on Supporting Big Data Framework in Wireless Surveillance Networks

In Proceedings of the Information Science and Management Engineering III ISME - Volume 1, 134-137, 2015 , Sanya, China

Authors: Huan Du ¹ and Haiyan Chen ²

Affiliations: ¹ The Third Research Institute of the Ministry of Public Security, China ; ² East China University of Political Science, China

Keyword(s): Big Data, Wireless Surveillance Networks, Data Sensing.

Abstract: Nowadays, Wireless Sensor Networks (WSNs) are based on techniques more and more oriented towards image, video and sound processing, hence the recent need of Wireless Multimedia Sensor Networks (WMSNs). One of the important challenges for real-time surveillance system is end-to end delay QoS for packet deliveries. Providing end-to-end QoS is difficult due to two reasons. As wireless sensor nodes may require multichip transmissions to reach the sink and some of the wireless transmissions may be not successful. Multimedia data are characterized by their large volume, and have strict requirements in terms of quality of service (QoS) such as bandwidth, delay, packet loss, delay jitter, etc. In this paper, we are interested in routing protocols based on clusters that aim to reduce congestion in order to have reliable data transmission and a reduced loss rate. This is achieved by balancing the traffic load, which results into a balanced energy consumption within the network.

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Paper citation in several formats:

Du, H. and Chen, H. (2015). The Study on Supporting Big Data Framework in Wireless Surveillance Networks. In Proceedings of the Information Science and Management Engineering III - ISME; ISBN 978-989-758-163-2, SciTePress, pages 134-137. DOI: 10.5220/0006020501340137

@conference{isme15,
author={Huan Du. and Haiyan Chen.},
title={The Study on Supporting Big Data Framework in Wireless Surveillance Networks},
booktitle={Proceedings of the Information Science and Management Engineering III - ISME},
year={2015},
pages={134-137},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006020501340137},
isbn={978-989-758-163-2},
}

TY - CONF

JO - Proceedings of the Information Science and Management Engineering III - ISME
TI - The Study on Supporting Big Data Framework in Wireless Surveillance Networks
SN - 978-989-758-163-2
AU - Du, H.
AU - Chen, H.
PY - 2015
SP - 134
EP - 137
DO - 10.5220/0006020501340137
PB - SciTePress