A Cooperative Emergency Navigation Framework Using Mobile Cloud Computing

被引:13
作者
Bi, Huibo [1 ]
Gelenbe, Erol [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, Intelligent Syst & Networks Grp, London, England
来源
INFORMATION SCIENCES AND SYSTEMS 2014 | 2014年
关键词
Coordinated emergency navigation; Infrastructure-less; Cloud computing; Ad hoc Cognitive Packet Networks; RANDOM NEURAL-NETWORKS; EVACUATION; SIMULATION;
D O I
10.1007/978-3-319-09465-6_5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The use of wireless sensor networks (WSNs) for emergency navigation systems suffer disadvantages such as limited computing capacity, restricted battery power and high likelihood of malfunction due to the harsh physical environment. By making use of the powerful sensing ability of smart phones, this paper presents a cloud-enabled emergency navigation framework to guide evacuees in a coordinated manner and improve the reliability and resilience in both communication and localization. By using social potential fields (SPF), evacuees form clusters during an evacuation process and are directed to egresses with the aid of a Cognitive Packet Networks (CPN)-based algorithm. Rather than just rely on the conventional telecommunications infrastructures, we suggest an Ad hoc Cognitive Packet Network (AHCPN)-based protocol to prolong the life time of smart phones, that adaptively searches optimal communication routes between portable devices and the egress node that provides access to a cloud server with respect to the remaining battery power of smart phones and the time latency.
引用
收藏
页码:41 / 48
页数:8
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