297 research outputs found
STUDY ON THE PHOTOCATALYTIC DEGRADATION OF DICLOFENAC AND SULCOTRIONE IN SOME LAKE WATER SUBSTRATES IN HANOI
Joint Research on Environmental Science and Technology for the Eart
Physical compositions of municipal solid waste and recyclable waste discharged from households in Hanoi, Vietnam
Joint Research on Environmental Science and Technology for the Eart
STUDY ON APPLICABILITY OF THE CONTACT OXIDATION PROCESS IN REMOVAL OF ORGANIC POLLUTANTS FROM TEXTILE WASTEWATER
Joint Research on Environmental Science and Technology for the Eart
STUDY ON TREATMENT OF THE LEACHATE FROM LANDFILL SITE AT NAMSON, SOCSON, HANOI
Joint Research on Environmental Science and Technology for the Eart
Joint Transaction Transmission and Channel Selection in Cognitive Radio Based Blockchain Networks: A Deep Reinforcement Learning Approach
To ensure that the data aggregation, data storage, and data processing are
all performed in a decentralized but trusted manner, we propose to use the
blockchain with the mining pool to support IoT services based on cognitive
radio networks. As such, the secondary user can send its sensing data, i.e.,
transactions, to the mining pools. After being verified by miners, the
transactions are added to the blocks. However, under the dynamics of the
primary channel and the uncertainty of the mempool state of the mining pool, it
is challenging for the secondary user to determine an optimal transaction
transmission policy. In this paper, we propose to use the deep reinforcement
learning algorithm to derive an optimal transaction transmission policy for the
secondary user. Specifically, we adopt a Double Deep-Q Network (DDQN) that
allows the secondary user to learn the optimal policy. The simulation results
clearly show that the proposed deep reinforcement learning algorithm
outperforms the conventional Q-learning scheme in terms of reward and learning
speed
COLOR AND COD REMOVAL OF DYEING WASTEWATER BY COMBINATION TREATMENT OF COAGULATION AND FENTON OXIDATION
Joint Research on Environmental Science and Technology for the Eart
Septic Tanks need Urgent Improvement for Management of Urban Sanitation in Hanoi Vietnam
Joint Research on Environmental Science and Technology for the Eart
SONOCHEMICAL DEGRADATION OF CARBON TETRACHLORIDE IN AQUEOUS SOLUTION AT TWO FREQUENCIES : 200KHZ AND 600KHZ, 200W ACOUSTIC POWER
Joint Research on Environmental Science and Technology for the Eart
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