Recent Advances in Internet of Things and Emerging Social Internet of Things: Vision, Challenges and Trends

Amin, Farhan; Asghar, Ikram; Ali, Aftab; Hwang, Seong Oun

doi:10.3390/electronics11132033

Cited by 4 publications

(1 citation statement)

References 5 publications

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“…With the rapid development of the fifth-generation mobile communication technology and the arrival of the new era of We Media, the number of intelligent terminal devices has increased rapidly [1,2]. The Internet of Things household equipment [3], autonomous vehicle, [4], smart roads, smart cities [5], etc.…”

Section: Introductionmentioning

confidence: 99%

Research on Multi-Agent D2D Communication Resource Allocation Algorithm Based on A2C

Chen

et al. 2023

Electronics

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Device to device (D2D) communication technology is the main component of future communication, which greatly improves the utilization of spectrum resources. However, in the D2D subscriber multiplex communication network, the interference between communication links is serious and the system performance is degraded. Traditional resource allocation schemes need a lot of channel information when dealing with interference problems in the system, and have the problems of weak dynamic resource allocation capability and low system throughput. Aiming at this challenge, this paper proposes a multi-agent D2D communication resource allocation algorithm based on Advantage Actor Critic (A2C). First, a multi-D2D cellular communication system model based on A2C Critic is established, then the parameters of the actor network and the critic network in the system are updated, and finally the resource allocation scheme of D2D users is dynamically and adaptively output. The simulation results show that compared with DQN (deep Q-network) and MAAC (multi-agent actor–critic), the average throughput of the system is improved by 26% and 12.5%, respectively.

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Section: Introductionmentioning

confidence: 99%

Research on Multi-Agent D2D Communication Resource Allocation Algorithm Based on A2C

Chen

et al. 2023

Electronics

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The coupled-motion enhanced wireless signal transmission with long distance based on Maxwell’s displacement current

Fang,

Chen,

et al. 2024

Nano Energy

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Research on Grid-based Environmental Monitoring System in Tibetan Region Based on CAT1 and RT-Thread

Yan,

Han,

Xie

2023

2023 International Conference on Advances in Electrical Engineering and Computer Applications (AEECA)

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Recent Advances in Internet of Things and Emerging Social Internet of Things: Vision, Challenges and Trends

Abstract: In recent years, the Internet of Things (IoT), together with its related emerging technologies, has been driving a revolution in the way people perceive and interact with the surrounding environment [...]

Cited by 4 publications

References 5 publications

Research on Multi-Agent D2D Communication Resource Allocation Algorithm Based on A2C

Research on Multi-Agent D2D Communication Resource Allocation Algorithm Based on A2C

The coupled-motion enhanced wireless signal transmission with long distance based on Maxwell’s displacement current

Research on Grid-based Environmental Monitoring System in Tibetan Region Based on CAT1 and RT-Thread

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