3 research outputs found
Fuzzy Logic Control Based QoS Management in Wireless Sensor/Actuator Networks
Wireless sensor/actuator networks (WSANs) are emerging rapidly as a new
generation of sensor networks. Despite intensive research in wireless sensor
networks (WSNs), limited work has been found in the open literature in the
field of WSANs. In particular, quality-of-service (QoS) management in WSANs
remains an important issue yet to be investigated. As an attempt in this
direction, this paper develops a fuzzy logic control based QoS management
(FLC-QM) scheme for WSANs with constrained resources and in dynamic and
unpredictable environments. Taking advantage of the feedback control
technology, this scheme deals with the impact of unpredictable changes in
traffic load on the QoS of WSANs. It utilizes a fuzzy logic controller inside
each source sensor node to adapt sampling period to the deadline miss ratio
associated with data transmission from the sensor to the actuator. The deadline
miss ratio is maintained at a pre-determined desired level so that the required
QoS can be achieved. The FLC-QM has the advantages of generality, scalability,
and simplicity. Simulation results show that the FLC-QM can provide WSANs with
QoS support.Comment: 13 pages, 8 figures; Open Access at http://www.mdpi.org/sensor
QoS Challenges and Opportunities in Wireless Sensor/Actuator Networks
A wireless sensor/actuator network (WSAN) is a group of sensors and actuators
that are geographically distributed and interconnected by wireless networks.
Sensors gather information about the state of physical world. Actuators react
to this information by performing appropriate actions. WSANs thus enable cyber
systems to monitor and manipulate the behavior of the physical world. WSANs are
growing at a tremendous pace, just like the exploding evolution of Internet.
Supporting quality of service (QoS) will be of critical importance for
pervasive WSANs that serve as the network infrastructure of diverse
applications. To spark new research and development interests in this field,
this paper examines and discusses the requirements, critical challenges, and
open research issues on QoS management in WSANs. A brief overview of recent
progress is given.Comment: 12 pages, 1 figure; revie