Fair energy resource allocation by minority game algorithm for smart buildings

2012 ◽  
Author(s):  
Chun Zhang ◽  
Wei Wu ◽  
Hantao Huang ◽  
Hao Yu
Keyword(s):  
Resource Allocation ◽  
Energy Resource ◽  
Minority Game ◽  
Smart Buildings

scholarly journals Energy-Efficient Time and Energy Resource Allocation in Non-selfish Symbiotic Cognitive Relaying Sensor Network with Privacy Preserving for Smart City

2020 ◽  
Author(s):  
Ping Li ◽  
Yu Liu ◽  
Xiang Gao ◽  
Huibo Li ◽  
Peng Gong
Keyword(s):  
Resource Allocation ◽  
Energy Efficiency ◽  
Sensor Network ◽  
Energy Resource ◽  
Primary User ◽  
Information Privacy ◽  
Privacy Preserving ◽  
Resource Allocation Algorithm ◽  
Allocation Algorithm ◽  
Time Resource

Abstract Energy efficiency and privacy preserving have become essential for the wireless sensor networks. In the previous work, an optimal power allocation algorithm was investigated for a non-selfish symbiotic cognitive relaying scheme (NSCRS) in the sensor network with coexistence of a primary user (PU) and cognitive users (CUs). However, the optimal strategy of energy and time resource allocation as well as the privacy preserving was not considered. In this paper, we further consider the joint energy and time resource allocation problem for the cognitive users in NSCRS to maximize the overall capacity of the primary user and cognitive users with the consideration of information privacy under the energy constraints of cognitive users. With full channel state information (CSI), i.e., PU s -PU d , PU s -CUs and CUs-PU d , an optimal energy and time resource allocation algorithm is proposed based on the exhaustive searching. In order to reduce the overhead of CSI feedback, a suboptimal algorithm, in which only the instantaneous CSI of PU s -PU d , the instantaneous CSI of PU s -CUs and an averaged CSI of CUs-PU d by long term observation rather than an instantaneous value of CSI of CUs-PU d are required, is additionally proposed. Simulation results demonstrate the energy efficiency of primary and cognitive users in the NSCRS with consideration of information privacy can be greatly improved by the proposed algorithms.

scholarly journals Reinforcement learning meets minority game: Toward optimal resource allocation

2019 ◽  
Vol 99 (3) ◽  
Author(s):  
Si-Ping Zhang ◽  
Jia-Qi Dong ◽  
Li Liu ◽  
Zi-Gang Huang ◽  
Liang Huang ◽  
...  
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Optimal Resource Allocation ◽  
Minority Game ◽  
Optimal Resource

scholarly journals Controlling collective dynamics in complex minority-game resource-allocation systems

2013 ◽  
Vol 87 (5) ◽  
Author(s):  
Ji-Qiang Zhang ◽  
Zi-Gang Huang ◽  
Jia-Qi Dong ◽  
Liang Huang ◽  
Ying-Cheng Lai
Keyword(s):  
Resource Allocation ◽  
Minority Game ◽  
Collective Dynamics ◽  
Resource Allocation Systems

An optimal energy resource allocation framework for cellular networks with power grid interruptions

2020 ◽  
Vol 26 (6) ◽  
pp. 4189-4205
Author(s):  
Maria O. Hanna ◽  
Mostafa F. Shaaban ◽  
Mahmoud H. Ismail ◽  
Mohamed S. Hassan
Keyword(s):  
Resource Allocation ◽  
Cellular Networks ◽  
Power Grid ◽  
Energy Resource ◽  
Optimal Energy
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