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Millimeter wave systems suffer from high power consumption and are constrained to use low resolution quantizers --digital to analog and analog to digital converters (DACs and ADCs). However, low resolution quantization leads to reduced data…

信息论 · 计算机科学 2022-02-08 Abbas Khalili , Elza Erkip , Sundeep Rangan

Recent advances in federated learning have shown that asynchronous variants can be faster and more scalable than their synchronous counterparts. However, their design does not include quantization, which is necessary in practice to deal…

机器学习 · 计算机科学 2024-10-08 Tomas Ortega , Hamid Jafarkhani

Multipartite entanglement is an essential resource for quantum information theory and technologies, but its quantification has been a persistent challenge. Recently, Concentratable Entanglement (CE) has been introduced as a promising…

量子物理 · 物理学 2024-06-27 Xiaoyu Liu , Johannes Knörzer , Zherui Jerry Wang , Jordi Tura

We propose a quantum rotation diversity (QRD) scheme for optical quantum communication using binary phase-shift-keying displaced squeezed states and homodyne detection over Gamma-Gamma turbulence channels. Consecutive temporal modes are…

信息论 · 计算机科学 2026-01-27 Ioannis Krikidis

Cooperative diversity systems are wireless communication systems designed to exploit cooperation among users to mitigate the effects of multipath fading. In fairly general conditions, it has been shown that these systems can achieve the…

应用统计 · 统计学 2009-11-13 Peter A. Parker , Patrick Mitran , Daniel W. Bliss , Vahid Tarokh

This correspondence studies the downlink transmission in a multi-cell system, where multiple base stations (BSs) each with multiple antennas cooperatively design their respective transmit beamforming vectors to optimize the overall system…

信息论 · 计算机科学 2015-05-14 Rui Zhang , Shuguang Cui

In this paper we determine the delivery time for a multi-server coded caching problem when the cache size of each user is small. We propose an achievable scheme based on coded cache content placement, and employ zero-forcing techniques at…

信息论 · 计算机科学 2018-03-22 Seyed Pooya Shariatpanahi , Babak Hossein Khalaj

Multiuser switched-diversity scheduling schemes were recently proposed in order to overcome the heavy feedback requirements of conventional opportunistic scheduling schemes by applying a threshold-based, distributed, and ordered scheduling…

信息论 · 计算机科学 2016-11-15 Mohammad Shaqfeh , Hussein Alnuweiri , Mohamed-Slim Alouini

The combination between non-orthogonal multiple access (NOMA) and hybrid automatic repeat request (HARQ) is capable of realizing ultra-reliability, high throughput and many concurrent connections particularly for emerging communication…

信息论 · 计算机科学 2022-09-26 Zheng Shi , Chenmeng Zhang , Yaru Fu , Hong Wang , Guanghua Yang , Shaodan Ma

One of the first widespread uses of multi-user multiple-input multiple-output (MU-MIMO) is in 5G networks, where each base station has an advanced antenna system (AAS) that is connected to the baseband unit (BBU) with a capacity-constrained…

信号处理 · 电气工程与系统科学 2022-09-07 Yasaman Khorsandmanesh , Emil Björnson , Joakim Jaldén

Massive multiple-input--multiple-output (MIMO) systems can suffer from coherent intercell interference due to the phenomenon of pilot contamination. This paper investigates a two-layer decoding method that mitigates both coherent and…

信息论 · 计算机科学 2019-01-17 Trinh Van Chien , Christopher Mollén , Emil Björnson

This paper investigates the diversity order of the minimum mean squared error (MMSE) based optimal transceivers in multiple-input multiple-output (MIMO) amplify-and-forward (AF) relaying systems. While the diversity-multiplexing tradeoff…

信息论 · 计算机科学 2013-12-17 Changick Song , Cong Ling

Fifth generation (5G) wireless networks will need to serve much higher user densities than existing 4G networks, and will therefore require an enhanced radio access network (RAN) infrastructure. Physical layer network coding (PNC) has been…

信号处理 · 电气工程与系统科学 2018-05-16 Tong Peng , Yi Wang , Alister G. Burr , Mohammad Shikh-Bahaei

In this article, the adoption and performance of a constant envelope (CE) type spatial precoder is addressed in large-scale multiuser MIMO based cellular network. We first formulate an efficient computing solution to obtain the antenna…

信号处理 · 电气工程与系统科学 2018-04-09 Alberto Brihuega , Lauri Anttila , Mikko Valkama

Consider a multiuser system where an arbitrary number of users communicate with a distributed receive array over independent Rayleigh fading paths. The receive array performs minimum mean squared error (MMSE) or zero forcing (ZF) combining…

信息论 · 计算机科学 2013-10-21 Dushyantha A. Basnayaka , Peter J. Smith , Phillipa A. Martin

A novel coding scheme applicable in networks with single antenna nodes is proposed. This scheme converts a single antenna system to an equivalent Multiple Input Multiple Output (MIMO) system with fractional dimensions. Interference can be…

信息论 · 计算机科学 2009-08-12 Abolfazl S. Motahari , Shahab Oveis Gharan , Amir K. Khandani

In this letter, we consider the scenario of decode-and-forward relay network with reconfigurable intelligent surface (RIS)-assisted source and relays in the presence of interference. We derive approximate closed-form expression for the…

信息论 · 计算机科学 2021-01-08 Anas M. Salhab , Liang Yang

Quantization is a promising technique for reducing the bit-width of deep models to improve their runtime performance and storage efficiency, and thus becomes a fundamental step for deployment. In real-world scenarios, quantized models are…

机器学习 · 计算机科学 2024-04-09 Qun Li , Yuan Meng , Chen Tang , Jiacheng Jiang , Zhi Wang

This letter proposes and evaluates the performance of reconfigurable intelligent surface (RIS)-assisted source multiuser mixed radio frequency (RF)/free space optical (FSO) relay network with opportunistic user scheduling. Closed-form…

信息论 · 计算机科学 2020-12-23 Anas M. Salhab , Liang Yang

Large Language Models (LLMs) require substantial computational resources, making model compression essential for efficient deployment in constrained environments. Among the dominant compression techniques: knowledge distillation, structured…

机器学习 · 计算机科学 2025-11-26 Shivansh Chhawri , Rahul Mahadik , Suparna Rooj
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