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Transmit Antennas Number Estimation for MIMO Systems with Alpha-Stable Noise 17

Transmit Antennas Number Estimation for MIMO Systems with Al...

引用

17th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC)

作者： Liu, Mingqian Zhang, Junlin Yang, Qinghai Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Shaanxi Peoples R China

ISBN: (纸本)9781728186160

Estimation of communication parameters, a major task of intelligent receivers, has important applications in adaptive wireless systems. multiple antennas make the identification problem more challenging. In this paper, we focus on the problem of estimating the number of transmit antennas in multiple-input-multiple-output (MIMO) communication systems. A novel estimation algorithm is proposed to determine the number of transmit antennas for MIMO with alpha-stable noise. We first introduce the correlation matrix based on the fractional lower order statistics (FLOS) and provide a particular structure of FLOS-based correlation matrix. Then, the eigenvalues of the FLOS-based correlation matrix are employed to construct a test statistic and the central limit theorem is exploited to obtain the decision threshold. Finally, the transmit-antenna number is estimated using a serial binary hypothesis test. Simulation results are demonstrated to evaluate the effectiveness of the proposed transmit-antenna number estimation algorithm for MIMO with alpha-stable noise.

关键词： Alpha-stable noise fractional lower order statistics multiple-input multiple-output parameter estimation

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A Compact Ultra-wideband MIMO Antenna Design using Stepped Microstrip Feeder 23

A Compact Ultra-wideband MIMO Antenna Design using Stepped M...

引用

Proceedings of the 2023 12th International Conference on Networks, Communication and Computing

作者： Longyou Zhao Jingchang Nan Mingming Gao School of Electronics and Information Engineering Liaoning Technical University China

ISBN: (纸本)9798400709265

Aiming at the current ultra-wideband multiple-input multiple-output (UWB-MIMO) antenna, which had a large size, low isolation, and other deficiencies, a miniaturized, high-isolation UWB-MIMO antenna was designed. The antenna's backside was a rectangular ground plate with cutting corners, while the front side was made up of a "vase"-style radiation patch and a stepped microstrip feeder. The antenna was broad-banded by symmetrically cutting the corners of the rectangular radiating patch and etching the rectangular slot on the ground plate. The antenna achieved high isolation by loading a "fishbone" and symmetrical "Y" decoupling stubs on the front and back of the dielectric substrate. The antenna was simulated and measured with a size of only 22 mm × 29 mm × 0.8 mm, having an operating bandwidth of 1.5∼18 GHz (the relative bandwidth reaches 169%), isolation more significant than 17 dB in the bandwidth range, and an envelope correlation coefficient (ECC) of less than 0.02. The antenna can be utilized in UWB-MIMO wireless communication systems since it has good radiation performance and a small structure.

关键词： Decoupling stubs Gradient structure High isolation multiple-input multiple-output Stepped Microstrip feeder

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Experimental evaluation of series resonance scheme for 2 x 2 MIMO IPT

Experimental evaluation of series resonance scheme for 2 x 2...

引用

International Symposium on Antennas and Propagation (ISAP)

作者： Sakamaki, Yugo Duong, Quang-Thang Okada, Minoru Nara Inst Sci & Technol 8916-5 Takayama Cho Ikoma Nara 6300192 Japan

ISBN: (纸本)9784885523267

In an inductive power transfer (IPT) consisting of one transmitter and one receiver, series resonant capacitors are inserted on both sides to achieve high power transfer efficiency and load-independent output current. However, when IPT is carried from multiple transmitters to multiple receivers, the load currents vary with the load resistances due to impact of cross talk among the coils. As an initial attempt to address this problem, we proposed 2 x 2 series resonant scheme to mitigate cross talk and achieve constant load currents for IPT system with two transmitters and two receivers. Effectiveness of our proposal is confirmed by experiments.

关键词： inductive power transfer multiple-input multiple-output cross coupling constant currents resonance

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Deep Learning-Aided 5G Channel Estimation 15

Deep Learning-Aided 5G Channel Estimation

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15th International Conference on Ubiquitous Information Management and Communication (IMCOM)

作者： Le Ha, An Trinh Van Chien Tien Hoa Nguyen Choi, Wan Van Duc Nguyen Hanoi Univ Sci & Technol Sch Elect & Telecommun Hanoi Vietnam Hanoi Univ Sci & Technol Sch Informat & Commun Technol Hanoi Vietnam Univ Luxembourg Interdisciplinary Ctr Secur Reliabil & Trust SnT Luxembourg Luxembourg Seoul Natl Univ Dept Elect & Comp Engn Seoul South Korea

ISBN: (纸本)9781665423182

Deep learning has demonstrated the important roles in improving the system performance and reducing computational complexity for 5G-and-heyond networks. In this paper, we propose a new channel estimation method with the assistance of deep learning in order to support the least squares estimation, which is a low-cost method but having relatively high channel estimation errors. This goal is achieved by utilizing a MIMO (multiple-input multiple-output) system with a multi-path channel profile used for simulations in the 5G networks under the severity of Doppler effects. Numerical results demonstrate the superiority of the proposed deep learning-assisted channel estimation method over the other channel estimation methods in previous works in terms of mean square errors.

关键词： Deep Neural Networks Channel Estimation multiple-input multiple-output Frequency Selective Channels

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Investigation on Multi-Antenna Technologies Evolution from FDD LTE to NR FDD 20

Investigation on Multi-Antenna Technologies Evolution from F...

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20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom)

作者： Guo, Jinge Zhang, Yang Fan, Zhongsheng Wei, Wei Guo, Bao Song, Huangtao Beijing Inst Technol Dept Elect Informat Engn Beijing Peoples R China China Mobile Grp Co Ltd Dept Network Beijing Peoples R China Huawei Technol Pakistan Ltd Islamabad Pakistan Taiyuan Univ Technol Automat Dept Coll Elect & Power Engn Taiyuan Peoples R China CMPak Ltd E2E Dept ZONG Islamabad Pakistan

ISBN: (纸本)9781665416580

During the evolution from LTE to NR, multiantenna technology is a key technology to improve the overall system throughput. The multi-antenna technology is an effective means to increase system capacity compared with networks extension. The more the antenna arrays are, the narrower the beams become to achieve better isolation and interference control. Based on narrow beams formed by beamforming, the same spectrum resources are reused in the same geographic area to obtain resource multiplexing gains. Negatively, as the multi-antenna solution, coverage overlapping increases and inter-cell load imbalance occurs accordingly, which is a key problem to be addressed in the network optimization practice.

关键词： frequency division duplex multiple-input multiple-output power sharing

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Energy-Efficient Adaptive Modulated Fixed-Complexity Sphere Decoder

Energy-Efficient Adaptive Modulated Fixed-Complexity Sphere ...

引用

35th IEEE Workshop on Signal Processing Systems (IEEE SiPS)

作者： Wu, Yun McAllister, John Heriot Watt Univ Sch Engn & Phys Sci Edinburgh Midlothian Scotland Queens Univ Belfast Sch Elect Elect Engn & Comp Sci Belfast Antrim North Ireland

ISBN: (纸本)9781665401449

Fixed-Complexity Sphere Decoder (FSD) is an quasi-optimal detector for multiple-input multiple-output (MIMO) system which is a hardware-friendly parallel tree-search customised to the modulation and antenna scheme employed. However, it is not able to adapt its behaviour for various modulation and antenna schemes, as demanded by modern wireless standard. This restricts its usage in modern adaptive MIMO systems. This paper proposes a solution to this problem. A configurable FSD structure in proposed where normalized higher order modulation schemes can accommodate lower ones. By exploiting clock-gating, FSD of all modulation schemes is equally trimmed to allow power savings of over 30% when implementing on Field Programmable Gate Array (FPGA). This architecture enables the facility to balance the power consumptions with compatible information rate in dynamic, adaptive MIMO communications environments.

关键词： Adaptive Modulation Fixed-complexity Sphere Decoder multiple-input multiple-output Field Programmable Gate Array

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Transmit-Antenna Number Detection for MIMO Systems with Non-Gaussian Interference 94

Transmit-Antenna Number Detection for MIMO Systems with Non-...

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94th IEEE Vehicular Technology Conference (VTC-Fall)

作者： Zhang, Junlin Liu, Mingqian Yang, Qinghai Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Shaanxi Peoples R China Xidian Univ Collaborat Innovat Ctr Informat Sensing & Underst Xian 710071 Shaanxi Peoples R China

ISBN: (纸本)9781665413688

In this paper, we propose a novel detection algorithm of the number of transmit antennas in multiple-input multiple-output (MIMO) systems, assuming that signals corrupted by non-Gaussian interference and Gaussian noise. We first introduce generalized correlation matrix. Then, the discriminating feature vector is constructed by exploiting the higher-order moment of the eigenvalues. Finally, an advanced clustering algorithm is employed for decision the number of transmit antennas, which is determined by the dimension of the cluster where the minimum eigenvalue is located. The proposed algorithm does not require a priori information about the transmitted signals, such as coding scheme, modulation type, and pilot patterns. Simulation results are demonstrated to evaluate the effectiveness of the proposed transmit-antenna number detection algorithm in MIMO systems with Gaussian Noise and non-Gaussian interference.

关键词： Non-Gaussian interference number of transmit antennas detection multiple-input multiple-output

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Range Ambiguous Clutter Rank Analysis in FDA-MIMO Radar

Range Ambiguous Clutter Rank Analysis in FDA-MIMO Radar

引用

8th IEEE MTT-S International Wireless Symposium (IWS) part of China Microwave Week

作者： Wang, Keyi Liao, Guisheng Xu, Jingwei Tong, Fei Lan, Lan Xidian Univ Natl Lab Radar Signal Proc Xian 710071 Peoples R China

ISBN: (纸本)9781665435277

In recent years, frequency diverse array (FDA) with multiple-input multiple-output (MIMO) technique, which is referred to as FDA-MIMO radar, has attracted extensive attentions due to its outstanding advantages of introducing additional controllable degrees-of-freedom (DOFs) in range dimension. For FDA-MIMO radar mounted on a moving platform, one big concern is clutter rank. This paper derives the analytical expression of clutter rank in FDA-MIMO radar with range ambiguity. The clutter rank is studied based on subspace transformation and the correlation of vectors in the transformed subspace is explored. Then the maximum resolvable number of range ambiguity can be determined. Simulation results have verified the effectiveness of the proposed method.

关键词： frequency diverse array multiple-input multiple-output clutter rank range ambiguity

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Gap Analysis of VLC-MIMO Capacity Lower Bound with Different Signal Distributions 17

Gap Analysis of VLC-MIMO Capacity Lower Bound with Different...

引用

17th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC)

作者： Wang, Xiaoqian Liang, Xia Yuan, Yifei Dong, Jing Wang, Hanning Wang, Qixing China Mobile Res Inst Beijing Peoples R China

ISBN: (纸本)9781728186160

Visible light communication (VLC) multiple-input multiple-output (MIMO) technology is a promising technology in 6G. However, the existing capacity formulae for radio frequency (RF) cannot be directly used for VLC due to the constraints of transmitted signals and unique channel characteristics. In this paper, we make a comparison of different signal distribution. Firstly, we analyze the relationship between transmitted and received signals based on zonotopes model. Then the capacity gap between the truncated Gaussian distribution and uniform distribution is analyzed. Simulations show that the uniform distribution has a better performance than truncated Gaussian, which may promote new signal design for VLC.

关键词： 6G Visible Light Communication multiple-input multiple-output Zonotopes Lower Bound Truncated Gaussian Distribution Uniform Distribution

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Rapid Implementation and Demonstration of Radio Applications Using WISCANet 32

Rapid Implementation and Demonstration of Radio Applications...

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32nd IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC)

作者： Holtom, Jacob Gubash, Gerard Herschfelt, Andrew Ma, Owen Standage-Beier, Wylie Yu, Hanguang Bliss, Daniel W. Arizona State Univ Ctr Wireless Informat Syst & Computat Architectur Tempe AZ 85281 USA

ISBN: (纸本)9781728175867

Implementing new RF applications has traditionally required significant time and expertise, even for relatively simple algorithms. Software-defined radios (SDRs) have recently enabled rapid implementation and validation of RF applications without specialized hardware or advanced programming skills. We further facilitate this rapid application development by constructing WISCANet - a diverse network of commercial SDRs with specialized control software. WISCANet automatically configures these SDRs and controls transmit and receive events with minimal user input. This allows users to rapidly implement over-the-air RF applications by simply defining the baseband processing chain in software. Furthermore, WISCANet emulates real-time operations, which allows users to test real-time applications without the usual complications such as processing speed or hardware limitations. In this paper, we present recent improvements to the WISCA Software-Defined Radio Network (SDR-N). These improvements include configurable and flexible multi-channel phase coherence and support for both MATLAB and Python applications. The open source release of this software may be found on GitHub at: https://***/WISCA

关键词： Software-defined radio software-defined radio network cognitive radio multiple-input multiple-output

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