Title :
QoS assessment for mission-critical Wireless Sensor Network applications
Author :
Dobslaw, Felix ; Tingting Zhang ; Gidlund, Mikael
Author_Institution :
Mid Sweden Univ., Sundsvall, Sweden
Abstract :
Wireless sensor networks (WSN) must ensure worst-case end-to-end delay and reliability guarantees for mission-critical applications. TDMA-based scheduling offers delay guarantees, thus it is used in industrial monitoring and automation. We propose to evolve pairs of TDMA schedule and routing-tree in a cross-layer in order to fulfill multiple conflicting QoS requirements, exemplified by latency and reliability. The genetic algorithm we utilize can be used as an analytical tool for both the feasibility and expected QoS in production. Near-optimal cross-layer solutions are found within seconds and can be directly enforced into the network.
Keywords :
genetic algorithms; quality of service; scheduling; telecommunication network reliability; telecommunication network routing; time division multiple access; wireless sensor networks; QoS assessment; QoS requirement; TDMA-based scheduling; WSN; automation; delay guarantee; end-to-end delay; genetic algorithm; industrial monitoring; mission-critical wireless sensor network application; near-optimal cross-layer solution; reliability guarantee; routing-tree; Computer network reliability; Genomics; Quality of service; Reliability; Routing; Schedules; Wireless sensor networks;
Conference_Titel :
Local Computer Networks (LCN), 2013 IEEE 38th Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4799-0536-2
DOI :
10.1109/LCN.2013.6761305