Fully Decentralized Approximate Zero-Forcing Precoding for Massive MIMO Systems
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2019.2892044
Abstract: We analyze the downlink of a massive multiuser multiple input, multiple output (MIMO) system where antenna units at the base station are connected in a daisy chain without a central processing unit and only possess… read more here.
Keywords: fully decentralized; mimo systems; zero forcing; forcing precoding ... See more keywords
Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2020.2995814
Abstract: This article develops a fully decentralized multiagent algorithm for policy evaluation. The proposed scheme can be applied to two distinct scenarios. In the first scenario, a collection of agents have distinct datasets gathered by following… read more here.
Keywords: fully decentralized; linear convergence; policy; function ... See more keywords
Fully-Decentralized Fairness-Aware Federated MEC Small-Cell Peer-Offloading for Enterprise Management Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3193900
Abstract: In order to fit the requirements of future enterprise management networks with multiple service providers, conventional mobile edge computing enabled small cells (MEC-SCs) peer-offloading requires research efforts towards fully-decentralized computation-efficient global-optimal quality of service (QoS)… read more here.
Keywords: management networks; enterprise management; service; fully decentralized ... See more keywords
Fully Decentralized Multiagent Communication via Causal Inference.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3165114
Abstract: Many real-world tasks can be cast into multiagent (MA) reinforcement learning problems, and most algorithms in this field obey to the centralized learning and decentralized execution framework. However, enforcing centralized learning is impractical in many… read more here.
Keywords: multiagent communication; communication; communication via; via causal ... See more keywords
A Module-Based Plug-n-Play DC Microgrid With Fully Decentralized Control for IEEE Empower a Billion Lives Competition
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2020.3009631
Abstract: In this article, a module-based plug-n-play (PnP) dc microgrid (MG) is introduced to help rural electrification. It provides a bottom-up way to form an MG with multilayer expandability and PnP feature. The module-based MG overcomes… read more here.
Keywords: fully decentralized; control; module based; plug play ... See more keywords
Fully Decentralized Robust Modelling and Optimization of Radial Distribution Networks Considering Uncertainties
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2021.3126893
Abstract: Fully decentralized optimization of multi-agent distribution networks considering uncertainties is essential to improving user-side energy utilization efficiency and flexibility, whereas a contradictory centralized coordinator aware of system-level information is inevitably introduced in existing researches. To… read more here.
Keywords: distribution networks; fully decentralized; considering uncertainties; networks considering ... See more keywords
Cooperative Caching and Fetching in D2D Communications - A Fully Decentralized Multi-Agent Reinforcement Learning Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3042089
Abstract: To satisfy the increasing demands of cellular traffic, cooperative content caching at the network edge (e.g., User Equipment) has become a promising paradigm in the next-generation cellular networks. Device-to-Device (D2D) communications can improve the content… read more here.
Keywords: fully decentralized; agent; multi agent; caching fetching ... See more keywords
An Enhanced Fully Decentralized Detector for the Uplink M-MIMO System
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3199912
Abstract: Decentralized baseband processing (DBP) architectures can alleviate the extremely high interconnect data rates and chip input/output (I/O) bandwidth bottlenecks of the conventional centralized massive multiple-input multiple-output (M-MIMO) system. Nonetheless, fully decentralized (FD) detectors suffer significant… read more here.
Keywords: antenna clusters; mimo system; fully decentralized; detector ... See more keywords