Search Results - "channel estimation"
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Controlling AoA Estimation Errors in Rician Fading via Measurement Quality Classification
Published 2025-01-01Subjects: Get full textAngle of Arrival (AoA) estimation plays a crucial role in modern positioning systems but is often affected by errors in multipath channels. Existing methods typically lack a direct mechanism to assess the quality of the estimates, while full channel estimation using channel sounders is computational...
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An Efficient Method for Offset Mitigation in Free-Space Optical Systems
Published 2019-01-01Subjects: Get full textChannel estimation is a key feature for free space optical (FSO) wireless communication systems which are required for a high QoS and high data rate system. Aiming at the problem of FSO wireless channel estimation, this paper proposes an implicit sequence channel estimation scheme to eliminate dc of...
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Flexible Configurable Modular Neural Network-Based OFDM Receiver
Published 2025-07-01Subjects: Get full textIntroduction. Orthogonal frequency division multiplexing (OFDM) is the dominant modulation scheme in mobile communications. OFDM systems should be capable of operating across a wide range of multipath fading channel conditions. The recent research focus in this field has been on the design of OFDM r...
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Channel Estimation for Mixed-Analog to Digital Converters Architecture in Massive MIMO Architecture Using Approximate Conjugate Gradient Pursuit Algorithm
Published 2025-07-01Subjects: Get full textMillimeter Wave (mmWave) Massive Multiple Input Multiple Out (MIMO) system is a key technology for future wireless transmission. The system's architecture can differ based on the type of Analog-to-Digital Converters (ADCs) used at the receiver, whether they are all low-resolution or a mix of d...
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A Novel Transfer Learning-Based OFDM Receiver Design for Enhanced Underwater Acoustic Communication
Published 2025-06-01Subjects: Get full textThe underwater acoustic (UWA) communication system faces challenges due to environmental factors, extensive multipath spread, and rapidly changing propagation conditions. Deep learning based solutions, especially for orthogonal frequency division multiplexing (OFDM) receivers, have been shown to imp...
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Improved Channel Estimation for DVB-T2 Systems by Utilizing Side Information on OFDM Sparse Channel Estimation
Published 2018-12-01Subjects: Get full textThe second generation of digital video broadcasting (DVB-T2) standard utilizes orthogonal frequency division multiplexing (OFDM) system to reduce and to compensate the channel effects by utilizing its estimation. Since wireless channels are inherently sparse, it is possible to utilize sparse represe...
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Experimental Study of a Transmission System Based on FBMC/OQAM
Published 2021-12-01Subjects: Get full textIntroduction. This paper investigates a transmission system based on FBMC/OQAM multiplexing. This system is characterized by a high spectral efficiency, thereby attracting interest as an alternative transmission method in future wireless mobile communication standards. However, a disadvantage of the...
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Multi-Task Learning for Joint Indoor Localization and Blind Channel Estimation in OFDM Systems
Published 2025-06-01Subjects: Get full textIn contemporary wireless communication systems, achieving precise localization of communicating devices and accurate channel estimation is crucial for enhancing operational efficiency and reliability. This study introduces a novel approach that integrates the localization task and channel estimation...
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Wireless communications empowered by reconfigurable intelligent surfaces: Model-based vs model-free channel estimation
Published 2023-09-01Subjects: Get full textReconfigurable intelligent surfaces (RISs) are lately being attractive for their great potential in future sixth generation wireless communications (6G), which is attributed to their affordable energy consumption and easy integration. However, the large numbers of low-cost reflecting elements compri...
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Joint Nuclear Norm and ℓ<sub>1–2</sub>-Regularization Sparse Channel Estimation for mmWave Massive MIMO Systems
Published 2020-01-01Subjects: Get full textMillimeter-wave massive MIMO can effectively improve the signal-to-noise ratio, but the high-dimensional channel matrix significantly increases the complexity of the classic channel estimation algorithm. On the other hand, millimeter-wave massive MIMO has low rank and sparsity properties in the angl...
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Adversarial Sample Generation Method Based on Frequency Domain Transformation and Channel Awareness
Published 2025-06-01Subjects: “…channel estimation…”In OFDM wireless communication systems, low-resolution channel characteristics and noise interference pose significant challenges to accurate channel estimation. To solve these problems, we propose a super-resolution denoising residual network (SDRNet), which combines the advantages of the super-res...
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Industrial wireless channel measurements in a 2.4 GHz ISM radio band using a low-cost SDR-based channel sounder
Published 2020-07-01Subjects: Get full textIndustrial wireless channel is a challenge for the design of communication systems, due to non-Line-of-Sight transmission, caused by the presence of many highly reflective obstacles, and machines in operation, which are a source of the increased noise level. The main effect, which must be analyzed,...
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Indoor Localization and Tracking in Reconfigurable Intelligent Surface Aided mmWave Systems
Published 2025-01-01Subjects: Get full textMillimeter wave (mmWave) carriers have a high available bandwidth, which can be beneficial for high-resolution localization in both the angular and temporal domains. However, the limited coverage due to severe path loss and line-of-sight (LoS) blockage are considered to be major challenges in mmWave...
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Non-Iterative Reconstruction and Selection Network-Assisted Channel Estimation for mmWave MIMO Communications
Published 2025-07-01Subjects: Get full textMillimeter-wave (mmWave) MIMO systems have emerged as a key enabling technology for next-generation wireless networks, addressing the growing demand for ultra-high data rates through the utilization of wide bandwidths and large-scale antenna configurations. Beyond communication capabilities, these s...
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Channel estimation for reconfigurable intelligent surface-aided millimeter-wave massive multiple-input multiple-output system with deep residual attention network
Published 2025-06-01Subjects: “…channel estimation…”We first model the channel estimation in sixth-generation (6G) systems as a super-resolution problem and adopt a deep residual attention approach to learn the nontrivial mapping from the received measurement to the reconfi-gurable intelligent surface (RIS) channel. Subsequently, we design a deep res...
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RIS-Assisted NOMA Systems: Performance Analysis Under HWI and Channel Estimation Error
Published 2025-01-01Subjects: “…Channel estimation error…”This paper inspects a reconfigurable intelligent surface (RIS)-aided non-orthogonal multiple access (NOMA) wireless network where users convey to the base station (BS) through the support of RIS. The study investigates the impact of channel estimation error (CEE) and hardware impairment (HWI) at BS...
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Survey on deep learning-based integrated sensing and communication systems
Published 2025-06-01Subjects: Get full textWith the deep integration of wireless communication and radar sensing technologies, integrated sensing and communication (ISAC) shares hardware platforms and spectrum resources. It has demonstrated significant potential for enhancing system efficiency. However, traditional ISAC relying on prior mode...
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Worst-Case Robust Training Design for Correlated MIMO Channels in the Presence of Colored Interference
Published 2025-07-01Subjects: Get full textThe covariance information at the transmitter side is often subject to mismatches due to various impairments. This paper considers a training design problem for multiple-input multiple-output (MIMO) systems when both channel and interference covariance matrices are imperfect at the transmitter side....
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Channel computation based on multi-scale attention residual network
Published 2025-05-01Subjects: Get full textOrthogonal time-frequency space (OTFS) modulation can effectively counter ICI in high-speed mobile scenarios, fully enhance the spectral efficiency of communication systems in high Doppler expansion scenarios, and improve the quality of communication systems. Channel estimation performance serves as...
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Optimization of Iterative Channel State Estimation Algorithms in SCMA System
Published 2018-06-01Subjects: Get full textOptimization of iterative algorithms for channel state estimation in a sparse coding multiple-access system (SCMA) is performed to reduce computational costs of the receiver. It is shown that when a signal-to-noise ratio (SNR) does not exceed 10 dB, one iteration of the algorithm is sufficient, and...
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