Zobrazeno 1 - 10
of 988
pro vyhledávání: '"Markov decision process (MDP)"'
Publikováno v:
Intelligent and Converged Networks, Vol 5, Iss 1, Pp 28-41 (2024)
A new online scheduling algorithm is proposed for photovoltaic (PV) systems with battery-assisted energy storage systems (BESS). The stochastic nature of renewable energy sources necessitates the employment of BESS to balance energy supplies and dema
Externí odkaz:
https://doaj.org/article/dbbe285fed68451db816124ef88134ab
Publikováno v:
IEEE Access, Vol 12, Pp 142838-142862 (2024)
The lack of terrestrial 4G and 5G communication infrastructure in rural and remote areas aggravates the digital divide. Satellite communication is important to achieve the universal goal of connecting the digitally unconnected population through glob
Externí odkaz:
https://doaj.org/article/bd19406f74a04ac588f0faf96ee86ca5
Publikováno v:
IEEE Access, Vol 12, Pp 123049-123070 (2024)
In the software defined network (SDN)/network function virtualization (NFV)-enabled networks, service function chains (SFCs) should typically be allocated to deploy these services, which not only entails meeting the service’s Quality of Service (Qo
Externí odkaz:
https://doaj.org/article/0996aaef91af40ca8ee422519f42651e
Publikováno v:
Future Internet, Vol 16, Iss 11, p 408 (2024)
Mobile communications have experienced exponential growth both in connectivity and multimedia traffic in recent years. To support this tremendous growth, device-to-device (D2D) communications play a significant role in 5G and beyond 5G networks. Howe
Externí odkaz:
https://doaj.org/article/b697c402bbba4841a51612553417881c
Publikováno v:
Sensors, Vol 24, Iss 13, p 4323 (2024)
Visible light communication (VLC) is a promising complementary technology to its radio frequency (RF) counterpart to satisfy the high quality-of-service (QoS) requirements of intelligent vehicular communications by reusing LED street lights. In this
Externí odkaz:
https://doaj.org/article/83c77596445e45fbb2415cd66f1d80b2
Publikováno v:
Journal of Cloud Computing: Advances, Systems and Applications, Vol 12, Iss 1, Pp 1-15 (2023)
Abstract Edge-cloud computing is an emerging approach in which tasks are offloaded from mobile devices to edge or cloud servers. However, Task offloading may result in increased energy consumption and delays, and the decision to offload the task is d
Externí odkaz:
https://doaj.org/article/9af938af8ed645f5bed7ab4260d70b9f
Autor:
Priya Bansal, Abdelkader Ouda
Publikováno v:
Computers, Vol 13, Iss 4, p 103 (2024)
This research article delves into the development of a reinforcement learning (RL)-based continuous authentication system utilizing behavioral biometrics for user identification on computing devices. Keystroke dynamics are employed to capture unique
Externí odkaz:
https://doaj.org/article/36f234e3a88e401ca4e034b6b0a74f54
Publikováno v:
IEEE Access, Vol 11, Pp 122302-122314 (2023)
This paper proposes a behavior planning algorithm for self-driving vehicles to handle lane keeping, speed control considering inter-vehicle space, and collision avoidance under uncertainty. The behavior planning approach is structured as a hierarchic
Externí odkaz:
https://doaj.org/article/4df43fa928f5459eb6b7ab163d050862
Autor:
Isa Muqattash, Jiaqiao Hu
Publikováno v:
Stats, Vol 6, Iss 1, Pp 99-112 (2023)
We present REGA, a new adaptive-sampling-based algorithm for the control of finite-horizon Markov decision processes (MDPs) with very large state spaces and small action spaces. We apply a variant of the ϵ-greedy multiarmed bandit algorithm to each
Externí odkaz:
https://doaj.org/article/fbf8ff66f0dd4f238cf1c2d2dc02fd16
Publikováno v:
IEEE Access, Vol 11, Pp 16533-16548 (2023)
In modern networking research, infrastructure-assisted unmanned autonomous vehicles (UAVs) are actively considered for real-time learning-based surveillance and aerial data-delivery under unexpected 3D free mobility and coordination. In this system m
Externí odkaz:
https://doaj.org/article/dee46ebb112f46028d54e616dd356697