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In this paper, we employ deep reinforcement learning to develop a novel radio resource allocation and packet scheduling scheme for different Quality of Service (QoS) requirements applicable to LTEadvanced and 5G networks. In addition,…

信号处理 · 电气工程与系统科学 2020-08-18 Mahdi Nouri Boroujerdi , Mohammad Akbari , Roghayeh Joda , Mohammad Ali Maddah-Ali , Babak Hossein Khalaj

In this paper, we consider the distributive queue-aware power and subband allocation design for a delay-optimal OFDMA uplink system with one base station, $K$ users and $N_F$ independent subbands. Each mobile has an uplink queue with…

机器学习 · 计算机科学 2015-05-18 Ying Cui , Vincent K. N. Lau

Grant-free random access is promising for massive connectivity with sporadic transmissions in massive machine type communications (mMTC), where the hand-shaking between the access point (AP) and users is skipped, leading to high access…

信息论 · 计算机科学 2023-04-11 Zhengdao Yuan , Fei Liu , Qinghua Guo , Xiaojun Yuan , Zhongyong Wang , Yonghui Li

A delay-constrained scheduling problem for point-to-point communication is considered: a packet of $B$ bits must be transmitted by a hard deadline of $T$ slots over a time-varying channel. The transmitter/scheduler must determine how many…

信息论 · 计算机科学 2008-07-23 Juyul Lee , Nihar Jindal

In mMTC mode, with thousands of devices trying to access network resources sporadically, the problem of random access (RA) and collisions between devices that select the same resources becomes crucial. A promising approach to solve such an…

机器学习 · 计算机科学 2021-11-02 Giovanni Maciel Ferreira Silva , Taufik Abrao

We study a problem of scheduling real-time traffic with hard delay constraints in an unreliable wireless channel. Packets arrive at a constant rate to the network and have to be delivered within a fixed number of slots in a fading wireless…

网络与互联网体系结构 · 计算机科学 2013-12-19 Easwar Vivek Mangipudi , Venkatesh Ramaiyan

A predictive triggering (PT) framework for the distributed control of resource constrained multi-agent systems is proposed. By predicting future communication demands and deriving a probabilistic priority measure, the PT framework is able…

系统与控制 · 电气工程与系统科学 2019-07-30 José Mario Mastrangelo , Dominik Baumann , Sebastian Trimpe

In this paper, we study joint power control and scheduling in uplink massive multiple-input multiple-output (MIMO) systems with randomly arriving data traffic. We consider both co-located and Cell-Free (CF) Massive MIMO, where the…

信息论 · 计算机科学 2019-11-26 Zheng Chen , Emil Björnson , Erik G. Larsson

We consider a multichannel random access system in which each user accesses a single channel at each time slot to communicate with an access point (AP). Users arrive to the system at random and be activated for a certain period of time…

信号处理 · 电气工程与系统科学 2021-05-11 Muhammad Sohaib , Jongjin Jeong , Sang-Woon Jeon

We investigate the unsourced random access scheme assuming that the base station is equipped with multiple antennas, and propose a high-performing solution utilizing on-off-division multiple access. We assume that each user spreads its…

信息论 · 计算机科学 2024-06-11 Mert Ozates , Mohammad Kazemi , Tolga M. Duman

In this paper, we consider joint antenna selection and optimal beamforming for energy efficient delay minimization. We assume multiple-input multi-output (MIMO) system with full duplex simultaneous wireless information and power transfer…

信息论 · 计算机科学 2018-05-25 Hadi Saki , Tong Peng , M. Shikh Bahae

This letter focuses on the pilot contamination problem in the uplink and downlink of cell-free massive multiple-input multiple-output networks with different degrees of cooperation between access points. The optimum minimum mean square…

信息论 · 计算机科学 2021-10-06 Alberto Alvarez Polegre , Luca Sanguinetti , Ana Garcia Armada

In this paper, we study the delay-constrained input-queued switch where each packet has a deadline and it will expire if it is not delivered before its deadline. Such new scenario is motivated by the proliferation of real-time applications…

网络与互联网体系结构 · 计算机科学 2018-10-01 Lei Deng , Wing Shing Wong , Po-Ning Chen , Yunghsiang S. Han , Hanxu Hou

Increasing demand for massive device connectivity in underserved regions drives the development of advanced low Earth orbit (LEO) satellite communication systems. Beam-hopping LEO systems without connection establishment provide a promising…

信号处理 · 电气工程与系统科学 2025-08-06 Seunghyeon Jeon , Seonjung Kim , Gyeongrae Im , Yo-Seb Jeon

In this paper, we consider delay-optimal MIMO precoder and power allocation design for a MIMO Link in wireless fading channels. There are $L$ data streams spatially multiplexed onto the MIMO link with heterogeneous packet arrivals and delay…

信息论 · 计算机科学 2009-06-02 Vincent K. N. Lau , Yan Chen

In networked control systems (NCS), sensing and control signals between the plant and controllers are typically transmitted wirelessly. Thus, the time delay plays an important role for the stability of NCS, especially with distributed…

系统与控制 · 计算机科学 2013-12-13 Zhuwei Wang , Xiaodong Wang

Solving optimization problems in multi-agent systems (MAS) involves information exchange between agents. These solutions must be robust to delays and errors that arise from an unreliable wireless network which typically connects the MAS. In…

动力系统 · 数学 2019-12-19 Arunselvan Ramaswamy , Adrian Redder , Daniel E. Quevedo

In this paper, we consider the problem of scheduling real-time traffic in wireless networks under a conflict-graph interference model and single-hop traffic. The objective is to guarantee that at least a certain fraction of packets of each…

网络与互联网体系结构 · 计算机科学 2020-01-16 Christos Tsanikidis , Javad Ghaderi

This paper proposes two nonlinear dynamics to solve constrained distributed optimization problem for resource allocation over a multi-agent network. In this setup, coupling constraint refers to resource-demand balance which is preserved at…

系统与控制 · 电气工程与系统科学 2023-10-30 Mohammadreza Doostmohammadian , Alireza Aghasi , Maria Vrakopoulou , Hamid R. Rabiee , Usman A. Khan , Themistoklis Charalambou

In this paper, we analyze the delay performance of an ad-hoc dynamic network where random network coding and broadcast are used in combination to distribute the messages. The analysis is comprehensive for that we consider M-to-N broadcast…

网络与互联网体系结构 · 计算机科学 2025-03-06 Zhaohong Lu , Haibo Zeng