Design of Adaptive Model Predictive Controller for Wireless Sensor Networks

2008 ◽  
Author(s):  
Chen Yi ◽  
Chen Li ◽  
Li Rong ◽  
Gao Ge
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Adaptive Model ◽  
Model Predictive Controller ◽  
Predictive Controller

scholarly journals CRAM: A Conditioned Reflex Action Inspired Adaptive Model for Context Addition in Wireless Sensor Networks

2016 ◽  
Vol 2016 ◽  
pp. 1-24 ◽  
Author(s):  
Majid Hussain ◽  
Muhammad Farrukh Shafeeq ◽  
Sana Jabbar ◽  
Ali Hammad Akbar ◽  
Shahzad Khalid
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Context Aware ◽  
Adaptive Model ◽  
Independent Function ◽  
Intelligent Processing ◽  
Reflex Action ◽  
Time And Energy ◽  
Reduced Time

In Wireless Sensor Networks (WSNs), Context Awareness is typically realized through Context Aware Systems (CASs). Although almost each CAS follows sense-decide-adapt cycle, the notion of context is hardwired into the applications; that is, when an event is triggered, the sense-decide-actuate cycle runs and performs required actuation. In situations, for instance, whenever the same event is triggered, the cycle produces the same actuation through mechanical use of the same resources, posing the same processing and time. In this paper, we propose CRAM, a context added system in which actuations once performed by the system help it to internally evolve by serving as new contexts. As the system is exposed to more situations overtime, its context repository is enriched through such retrospective contexts, gradually letting it perform internal actuation through improved introspective contexts. This internal actuation leads the system towards the evolution of intelligent processing by reducing the independent function of decision in sense-decide-actuate cycle and merging it with new context. Finally, the system reaches a juncture where recurrence of each event proves to be a stimulus for the system to respond impulsively, through priming memory of introspective contexts, to achieve an imitation of learned reflex action resulting into reduced time and energy expenditure.

Improved Key Selection Techniques for Wireless Sensor Networks

2012 ◽  
Vol 3 (4) ◽  
pp. 179-182
Author(s):  
R.Dhanalakshmi R.Dhanalakshmi ◽  
◽  
K.Pradeepa K.Pradeepa
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor
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