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A reinforcement learning framework for optimizing age of information in RF-powered communication systems
In this paper, we study a real-time monitoring system in which multiple source nodes are
responsible for sending update packets to a common destination node in order to maintain …
responsible for sending update packets to a common destination node in order to maintain …
On the age of information in a CSMA environment
In this paper, we investigate a network where links contend for the channel using the well-
known carrier sense multiple access scheme. By leveraging the notion of stochastic hybrid …
known carrier sense multiple access scheme. By leveraging the notion of stochastic hybrid …
Energy-efficient cross-layer spectrum sharing in CR green IoT networks
Internet-of-Things (IoT) aims to connect intelligent things to the Internet, enable thing-to-
everything communication, and sustainability sensing and control. However, the exponential …
everything communication, and sustainability sensing and control. However, the exponential …
Reinforcement learning based multi-parameter joint optimization in dense multi-hop wireless networks
J Lei, D Tan, X Ma, Y Wang - Ad Hoc Networks, 2024 - Elsevier
Abstract Carrier Sense Multiple Access with Collision Avoid (CSMA/CA) restricts the channel
utilization efficiency although it always is regarded as a promising distributed channel …
utilization efficiency although it always is regarded as a promising distributed channel …
Minimizing the age of information in a CSMA environment
In this paper, we investigate a network of N interfering links contending for the channel to
send their data by employing the well-known Carrier Sense Multiple Access (CSMA) …
send their data by employing the well-known Carrier Sense Multiple Access (CSMA) …
The age of updates in a simple relay network
In this paper, we examine a system where status updates are generated by a source and are
forwarded in a First-Come-First-Served (FCFS) manner to the monitor. We consider the case …
forwarded in a First-Come-First-Served (FCFS) manner to the monitor. We consider the case …
Optimal Back-Off Distribution for Maximum Weighted Throughput in CSMA
We consider a generalized version of Carrier-Sense Multiple Access (CSMA), where the
contention window size is a constant and the back-off probability distribution can be varied …
contention window size is a constant and the back-off probability distribution can be varied …
Age-energy tradeoff in random-access Poisson networks
Energy efficiency and Age of Information (AoI) are two key performance metrics for many
emerging battery-limited fresh-aware IoT networks, where random access protocols, such as …
emerging battery-limited fresh-aware IoT networks, where random access protocols, such as …
Device-Level Energy Efficient Strategies in Machine Type Communications: Power, Processing, Sensing, and RF Perspectives
The objective of our work is to provide an in-depth analysis and compilation of device-level
strategies for enhancing the energy efficiency of Machine-Type Communication (MTC). The …
strategies for enhancing the energy efficiency of Machine-Type Communication (MTC). The …
[HTML][HTML] Maximizing the stable throughput of heterogeneous nodes under airtime fairness in a CSMA environment
The stability region of non-persistent CSMA is analyzed in a general heterogeneous
network, where stations have different mean packet arrival rates, packet transmission times …
network, where stations have different mean packet arrival rates, packet transmission times …