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Market-Based Model in CR-IoT: A QProbabilistic Multi-agent Reinforcement Learning Approach
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Article)
The ever-increasing urban population and the corresponding material demands have brought unprecedented burdens to cities. To guarantee better QoS for citizens, smart cities leverage emerging technologies such as the Cognitive ...
Overcoming user selfishness in DSA systems through credit-based resource allocation
(
IEEE
, 2014 , Conference Paper)
We propose a credit-based resource allocation technique for wireless systems with dynamic spectrum access (DSA) capability, such as multichannel wireless sensor networks. The proposed technique is robust against selfish ...
Implementation and Analysis of Reward Functions under Different Traffic Models for Distributed DSA Systems
(
IEEE
, 2015 , Article)
In this paper, we implement and analyze a resource allocation protocol for distributed dynamic spectrum allocation (DSA) systems. The DSA protocol is a learning-based protocol that allows secondary users (SU) to exploit ...
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
The increasing complexity and dynamics of 5G mobile networks have brought revolutionary changes in its modeling and control, where efficient routing and resource allocation strategies become beneficial. Software-Defined ...
Channel Measurement and Resource Allocation Scheme for Dual-Band Airborne Access Networks
(
Institute of Electrical and Electronics Engineers Inc.
, 2019 , Article)
The aerial base stations (ABSs) can be quickly deployed to provide emergency communications and airborne network infrastructures. How to ensure wide coverage, reliable links, and high throughput for ground users under the ...