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IJSNET
2006
145views more  IJSNET 2006»
13 years 8 months ago
RL-MAC: a reinforcement learning based MAC protocol for wireless sensor networks
:This paper introduces RL-MAC, a novel adaptive MediaAccess Control (MAC) protocol for Wireless Sensor Networks (WSN) that employs a reinforcement learning framework. Existing sche...
Zhenzhen Liu, Itamar Elhanany
DATE
2007
IEEE
95views Hardware» more  DATE 2007»
14 years 2 months ago
Memory bank aware dynamic loop scheduling
In a parallel system with multiple CPUs, one of the key problems is to assign loop iterations to processors. This problem, known as the loop scheduling problem, has been studied i...
Mahmut T. Kandemir, Taylan Yemliha, Seung Woo Son,...
EMSOFT
2004
Springer
14 years 2 months ago
Using resource reservation techniques for power-aware scheduling
Minimizing energy consumption is an important issue in the design of real-time embedded systems. As many embedded systems are powered by rechargeable batteries, the goal is to ext...
Claudio Scordino, Giuseppe Lipari
ICC
2008
IEEE
117views Communications» more  ICC 2008»
14 years 3 months ago
Proactive Power Optimization of Sensor Networks
—We propose a reduced-complexity genetic algorithm for dynamic deployment of resource constrained multi-hop mobile sensor networks. The goal of this paper is to achieve optimal c...
Rahul Khanna, Huaping Liu, Hsiao-Hwa Chen
RTAS
2002
IEEE
14 years 1 months ago
Experiences in Implementing an Energy-Driven Task Scheduler in RT-Linux
Dynamic voltage scaling (DVS) is being increasingly used for power management in embedded systems. Energy is a scarce resource in embedded real-time systems and energy consumption...
Vishnu Swaminathan, Charles B. Schweizer, Krishnen...