Keysight Demonstrates 6G Neural Receiver Design Flow in Collaboration with NVIDIA at Mobile World Congress 2024

时间： 2024-02-22 来源：Keysight News

技术问答

选型帮助

研发客服

商务客服

Demonstration of neural receiver performance inside an Open RAN testbed
Tools for complete design flow include ability to train the neural receiver using site-specific scenarios
External channel models simulated by NVIDIA Sionna are emulated using KEYSIGHT equipment to create custom end-to-end system

Keysight Technologies, Inc. (NYSE: KEYS) has collaborated with NVIDIA to create a complete design flow for training and validating neural receivers that will be shown at Mobile World Congress Barcelona 2024. To be presented at Keysight's booth, Hall 5 Stand 5E12, the demonstration will feature an Open RAN testbed that has been augmented by a multi-user MIMO neural receiver.

While 5G integrates artificial intelligence (AI) to enhance specific components in wireless networks, 6G will be the first generation of wireless technology that is AI-native. A key goal is to develop site-specific neural receivers to replace the entire human-designed receive chain of the physical layer. Yet, the data required to train these neural receivers is limited, and validating their performance in end-to-end systems presents a challenge. Before neural receivers can be deployed in commercial networks, they need to be adequately trained, demonstrated to surpass traditional receivers in performance and shown to robustly handle the channel conditions of real-world networks.

This demonstration shows how Keysight solutions enable the design and validation of a neural receiver. With the NVIDIA Sionna library used to train the neural receiver, ray-traced channels allow for site-specific training data generation and hence the creation of digital twins of real-world systems. As such, the neural receiver can be optimized for any intended environment.

When the training is complete, the neural receiver is deployed in an Open RAN testbed using Keysight's equipment connected to a FlexFi commercial radio unit from LITEON Technology. To emulate the site-specific channel, the Keysight PROPSIM channel emulator is used. It allows for the seamless import of ray-traced channel impulse responses. The trained neural receiver then demodulates the signal. Measurements of the block error rate of the end-to-end system provide insights into the neural receiver's performance.

Giampaolo Tardioli, Vice President, 6G and Next Generation Technology at Keysight, said: "By collaborating with industry leaders like NVIDIA, Keysight is helping provide the tools and insights needed to allow artificial intelligence to move into the mainstream for wireless communications. Through use of our simulated and measured data for training digital twins of Open RAN networks and the validation of AI performance, we are able to provide the complete end-to-end design environment that is needed to develop neural receivers and other AI components for 6G."

Ronnie Vasishta, Senior Vice President of Telecom at NVIDIA, said: "Software-defined RAN enables the native integration of AI across the entire protocol stack, ultimately leading to 6G systems that can optimally adapt to any environment. Keysight's ability to generate and capture real-world data for training and evaluation, bolstered by the open-source NVIDIA Sionna library for 6G physical-layer research, is a key element helping to drive the adoption of AI in wireless networks."

This demonstration includes technology that was developed as part of CENTRIC and 6G-SANDBOX, projects that have received funding from the Smart Networks and Services Joint Undertaking (SNS JU) under the European Union's Horizon Europe research and innovation program under Grant Agreement No 101096379 & 101096328, respectively.

发送到邮箱 |
+1 赞 0
收藏
评论 0
| 转发至：

本文由玄子转载自Keysight News，原文标题为:Keysight Demonstrates 6G Neural Receiver Design Flow in Collaboration with NVIDIA at Mobile World Congress 2024，本站所有转载文章系出于传递更多信息之目的，且明确注明来源，不希望被转载的媒体或个人可与我们联系，我们将立即进行删除处理。

全部评论（0）

暂无评论

Keysight and Capgemini Validate 5G New Radio RAN Solution for Non-Terrestrial Networks

Capgemini validated its 5G NR gNodeB feature using Keysight‘s UeSim Emulation RAN solution, which emulates NTN enabled user devices, and Keysight‘s Propsim solution, which emulates satellite conditions such as delay and doppler shift.

厂牌及品类发布时间 : 2024-03-28

Keysight’s Non-Terrestrial Networks solutions for 5G and Global Connectivity

NTN promises to bridge the digital divide by providing ubiquitous communication services to remote and rural areas and enabling previously impossible applications. It is a catalyzing technology that will accelerate innovation and growth in many industries.

厂牌及品类发布时间 : 2023-06-27

Keysight and Samsung to Demonstrate 5G Non-Terrestrial Networks Data Connection at Mobile World Congress 2023

Samsung has been at the forefront of 5G modem technology and with Keysight‘s emulators and test platforms, we are able to quickly develop and evaluate 5G NTN connections using our Exynos Modem development platform.

厂牌及品类发布时间 : 2023-03-02

PROPSIM FS16 RF Channel Emulator F8820A

型号- F8820XXXX,F9870AXXX,F9809A,F9340AXXX,F8820ACE1,F8800A,F9860AXXX,F8820ACXX,F8820A,F9510A

数据手册 - KEYSIGHT - March 12, 2020 PDF 英文下载查看更多版本

Keysight（是德科技）信号发生器选型指南（英文）

目录- Signal Generator Agile and Vector Signal Generators Analog Signal Generators Signal Studio Software PSG Signal Generators X-Series Signal Generators RF Analog Signal Generator Baseband Generator,Interface Module PXI Signal Generators Legacy Signal Generators

型号- 8657J,N5172B,E4425B,E4437B,8657D,8645A,8657B,8657A,ESG-D,8672A,N5173B,E4424B,E4436B,8644B,8656B,E4400B,E8257DSXX-SERIES,83620B,ESG-A,83620A,M9381A,8340B,8340A,N5106A,E4431B,8647A,N9310A,8648A,83712B,83712A,ESG-AP,E4430B,83752B,83752A,M9380A,83630L,N5191A,8662B,E8257D,8662A,E4438C,E4426B,E2500B,83711B,83711A,83630B,83751B,83751A,8665A,8665B,E4421B,E4433B,N5193A,83640L,N5181B,8341A,N5181A,8341B,E8663D,8664A,E4428C,E4420B,8648D,E4432B,8648B,E8267D,8648C,83624B,83624A,83640B,N5194A,8780A,N5182B,N5182A,83623L,E4435B,8643A,N5102A,E4423B,83732B,83623B,83732A,83650L,N5171B,N5183B,8763D,N5183A,8763B,8763C,E8257DVXX-SERIES,X-SERIES,8763A,E4422B,E4434B,83622B,83731A,ESG-DP,83622A,83650B,83731B

选型指南 - KEYSIGHT - June 1, 2018 PDF 英文下载