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Joint transceiver optimization

Nettet9. aug. 2024 · Corpus ID: 69252052; Joint Transceiver Optimization for Wireless Communication PHY with Convolutional Neural Network @article{Zhu2024JointTO, title={Joint Transceiver Optimization for Wireless Communication PHY with Convolutional Neural Network}, author={Banghua Zhu and Jintao Wang and … NettetVaidyanathan, P. P. ; Phoong, See May ; Lin, Yuan-Pei./ Signal processing and optimization for transceiver systems.Cambridge University Press, 2010. 855 p.

Deep Learning Enabled Semantic Communication Systems

Netteton joint training and transceiver optimization [23], [25], but in most of the related literature, the joint optimization tends to rely on a single performance metric. For example, joint TPC and training sequence optimization relying on MI maximization was extensively studied in [23]– [25]. professor bill buchanan https://decemchair.com

Fairness‐aware nonlinear joint transceiver design for …

Nettet8. jul. 2024 · Abstract. In this paper, we investigate duplex mode selection and transceiver design for cell-free massive multiple-input multiple-output (MIMO) with network-assisted … Nettet2. aug. 2024 · The remainder of this article is organized as follows: Section 2 introduces the system model and the joint transceiver optimization. Section 3 describes the network architecture and the training strategy of the PCQNet. Three baseline methods are also presented to provide a benchmark for our proposed PCQNet. Nettet11. mar. 2010 · Presenting the first complete treatment of MIMO transceiver optimization, this self-contained book provides all the mathematical information needed to understand transceiver optimization in a single volume. It begins with a review of digital communication fundamentals, and then moves on to a detailed study of joint … professor bild

Unified Joint Matrix-Monotonic Optimization of MIMO Training …

Category:Joint Transceiver Optimization for Wireless Information and Energy ...

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Joint transceiver optimization

Joint Transceiver Optimization of MIMO SWIPT Systems Assisted …

NettetThe transceiver joint optimization under maximum output SINR criterion is aimed at optimize both the transmit waveform and the receive filters at the same time, so as to get the maximal output SINR. Let w = [ w 1 T , w 2 T , ⋯ , w N R T ] T denotes the receive filters, in which w j ∈ C M L × 1 , j = 1 , 2 , ⋯ , N R denotes the j th receive filter. NettetIn this paper we propose a joint dempster-shafer (DS) detection for superposition modulation (SPM) in a non-orthogonal multiple access channel with multiple antenna …

Joint transceiver optimization

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NettetJoint Transceiver and Passive Beamforming Optimization for RIS-Assisted MIMO Systems. Abstract: This paper investigates the transceiver and beamforming design … Nettet9. aug. 2024 · A novel neural network structure for jointly optimizing the transmitter and receiver in communication physical layer under fading channels is proposed with a …

NettetThe proposed joint transceiver optimization algorithms are compared to corresponding optimal nonlinear transmission methods as well as to zero forcing transmission … Nettet6. sep. 2024 · Joint Transceiver Optimization of MIMO SWIPT Systems for Harvested Power Maximization. Abstract: This letter studies a single-user power splitting-based …

NettetThe authors proposed two schemes to derive the joint optimal design of transceiver beamformers based on the minimum MSE criterion. As for TS protocol, joint transceiver is optimized in ref. [ 14 ] for a two-hop nonregenerative relay system, where the relay node relies on harvesting the RF energy transferred from the source node using TS protocol … NettetWe aim to maximize the spectral efficiency by jointly optimizing the LIS’s reflection coefficients and the hybrid precoder (combiner) at the BS (UE). To tackle this non-convex problem, we reformulate the complex optimization problem into a much more friendly optimization problem by exploiting the inherent structure of the effective …

NettetThe joint transceiver design is firstly formulated as a max-min SINR optimization problem with the per-node power constraints. Since there are different ways for nodes acquiring CSI 2 , two cases, nodes with perfect CSI and imperfect CSI, are considered in solving the optimization problem.

Nettet24. feb. 2024 · Abstract: This paper studies the joint transceiver design and power splitting (JTDPS) for a downlink multiuser multiple-input multiple-output (MU-MIMO) … professor bina agarwalNettet25. des. 2024 · Then, an alternating optimization (AO) scheme is proposed to jointly optimize the power allocation factors, BF vector and phase shifts, where the first one is found using the Lagrange dual method ... professor bin xuNettet11. mar. 2024 · Request PDF Joint Transceiver Optimization for Wireless Communication PHY Using Neural Network Deep Learning has a wide application in the area of natural language processing and image ... remedy for hernia pain