TVM is a compiler that generates optimized code for diverse hardware back-ends from high-level specifications of deep learning programs, addressing the challenges of diverse hardware characteristics.

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In the rapidly evolving technological landscape, one technology stands out for its versatility and potential to revolutionize various industries: Field-Programmable Gate Arrays (FPGAs). These programmable logic devices offer a flexible and customizable hardware platform that enables engineers and de

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Grow your business and expand your reach with optimized and data-driven PPC marketing campaigns and services with branDPull in Khajaguda. Top PPC experts in Hyderabad, Bangalore

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Introduction of Distributed Tone RU (dRU) as a potential UHR PHY feature to address PSD limitations for 6GHz LPI and enhance Rate vs. Range performance. Emphasis on dRU tone plan design criteria, methodologies, and performance simulations. Detailed examination of design principles, methods, consider

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Explore the benefits and features of Cloud-Optimized HDF5 files, such as minimal reformatting, fast content scanning, and efficient data access for both cloud-native and conventional applications. Learn about chunk sizes, variable-length datatypes, internal file metadata, and best practices for opti

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The document discusses the initiation of a new study group for the next generation of Wi-Fi following IEEE 802.11be, emphasizing objectives like deterministic operation, increased throughput, and capacity. It outlines a timeline for the launch of new mainstream PHY/MAC generations every four years.

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This document delves into recent research on utilizing machine learning (ML) to enhance 802.11 performance, focusing on emerging use cases and the increased interest in ML applications in the field since 2019. It outlines the ML areas frequently used, such as supervised learning (SL) and reinforceme

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IEEE 802.11 TGbe is exploring MLDs within the 802 architecture, focusing on aligning MLD operations with existing 802.11 features for enhanced compatibility. The MLD architecture aims to facilitate the flow of data between MAC SAPs and PHY SAPs, extending the current framework for APs and non-AP STA

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The March 2023 document discusses the formation of the IEEE 802.11 Integrated mmWave Study Group to focus on specifying carrier frequency operation between 42.5 and 71 GHz. The motion for Study Group creation received a mixed response during a meeting. The group aims to develop a new MAC/PHY standar

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The document proposes integrating the National Security and Emergency Preparedness (NSEP) priority access feature into the IEEE 802.11be standard to ensure seamless NSEP service experience, particularly in Wi-Fi networks used as last-mile access. The NSEP priority feature at the MAC layer is indepen

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The document explores the IEEE 802.11-22/2083r1 specifications regarding Wake-Up Radio (WUR) PHY, focusing on WUR PPDU reception requirements and the use of multicarrier on-off keying (MC-OOK) signals. It examines the ambiguity surrounding MC-OOK in WUR PPDU compositions, emphasizing the need for cl

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IEEE 802.11-20/0095 outlines agreements related to PHY aspects impacting the definition of Spatial Stream Tapping (SST) in 802.11 standards. The focus is on enabling 80 MHz operating stations to participate in 160 MHz OFDMA, including in non-primary 80 MHz scenarios. Various considerations and scena

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This document from December 2023 discusses medium synchronization recovery leveraging multi-AP coordination for multi-link devices. It covers features such as Multi-link device (MLD), Multi-link operation (MLO), and Ultra High Reliability (UHR) capability defined in P802.11bn for improvements in rat

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This document discusses the evaluation of IEEE 802.11ax technology in the context of the IMT-2020 Enhanced Mobile Broadband (eMBB) Dense Urban test environment. It analyzes the performance of 802.11ax in meeting the key PHY/MAC metrics required for eMBB Dense Urban scenarios, such as Peak Spectral E

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In the January 2021 document IEEE 802.11-21/0012r1, discussions were held on open issues related to PHY requirements, including LO requirements for 320 MHz transmission, EVM requirements for 1024 QAM and BPSK-DCM-DUP, minimum sensitivity for 4K QAM and BPSK-DCM-DUP, and channel rejection levels. Sug

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The document discusses the architecture of MLD (Multicast and Local Delivery) within the IEEE 802.11be framework. It highlights how MLD will align with existing 802.11 basic architecture, emphasizing the management of access to PHY and media for both AP and non-AP devices. The goal is to integrate M

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The document discusses the possibility of standardizing multi-link (ML) with bands in the sub-7 GHz range combined with bands in the 45-72 GHz range, proposing reusing a sub-7 GHz PHY for mmWave bands. It explores the impact of phase noise on choosing the OFDM numerology for operation in the 45-72 G

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This submission to the IEEE P802.15 Working Group focuses on the development of a sensing device for Wireless Personal Area Networks (WPANs). The document discusses the integration of Ultra-Wideband (UWB) technology for sensing applications, including presence detection and environment mapping. Key

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Explore the concept of cloud-optimized HDF5 files, including Cloud-Optimized Storage Format, Cloud Native Storage Format, and the benefits of using HDF5 in cloud environments. Learn about key strategies like Paged Aggregation, chunk size optimization, and variable-length datatypes considerations to

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Delve into the progression of IEEE 802.11 standards with a focus on the transition from 802.11be to the next generation. Discussions revolve around the evolution of PHY/MAC task groups, motivations for the new generation, and potential enhancements in system efficiency, latency, throughput, and spec

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The document discusses various spatial relation switching requirements for uplink scenarios in the 3GPP NR RAN Plenary Meeting. It covers agreement points related to UL SRS, PUCCH, P-SRS, and DL-RS, defining delay requirements and known conditions for spatial relation switching. The agreements provi

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This document outlines the security requirements for the IEEE 802.11-17/1373r1 protocol, focusing on authentication, encryption algorithms, key management, and message integrity in both associated and unassociated states. It also addresses securing against adversaries with specified response times,

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The document presents discussions on minimizing impact as a design goal within the IEEE 802.11-21/0391r0 context, emphasizing the efficiency related to the impact of sensing on network performance. It addresses the current status, constraints, design options, and thoughts regarding WLAN sensing with

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Skeena presents efficient and consistent cross-engine transactions, offering solutions to challenges faced by traditional database engines. By utilizing memory-optimized database engines and a multi-engine DBMS approach, Skeena addresses issues such as high costs and compatibility concerns associate

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Encouraging the development of a new PHY/MAC amendment to IEEE 802.11 for enhanced Wi-Fi capabilities, targeting higher throughput, low latency, full coverage, and machine learning support. The presentation emphasizes the need for advancements to meet increasing data rate requirements for applicatio

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Programming software radios is a key aspect of wireless communication research, with recent advancements in PHY/MAC design and the use of SDR platforms like GNURadio and SORA for experimentation. Challenges include FPGA limitations and the need for hardware synthesis platforms like ZIRIA for high-le

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The document from January 2014 discusses the exploration of modifications to IEEE 802.11ad-2012 PHY and MAC layers to enable modes of operation in the 60 GHz band capable of achieving a maximum throughput of at least 30 Gbps while maintaining the band's excellent capacity attributes. Topics include

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This document discusses naming conventions in the context of IEEE 802.15 TG3d, focusing on the THz PHY, pairnet concept, and HRCP applications. It distinguishes between TG3d and TG3e, highlighting commonalities and differences in device operations, frequency bands, and application scenarios.

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This presentation discusses the development of a more programmable and performance-optimized virtual switch at EuroP4 '21. It covers topics such as P4 with OVS, challenges in OVS hardware offload, P4 enhanced Open vSwitch, P4 components in OVS, stacked pipelines, and various control and data planes

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The January 2024 document from IEEE 802.11 TGbn Task Group chaired by Alfred Asterjadhi includes motions discussing enhancements for Ultra High Reliability WLAN. Motion 1 in the PHY domain relates to a distributed-tone RU for TB PPDU transmission. Similarly, Motion 2 in the MAC domain discusses mech

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Kookmin University submitted a PHY sub-proposal for an ISC using a Compatible M-FSK (CM-FSK) scheme to the IEEE P802.15 Working Group for WPANs. The proposal aims to be compatible with rolling shutter image sensors by utilizing the CM-FSK modulation scheme. Design considerations include frame rate v

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The document presents a deep dive into ultra-reliable PHY elements, focusing on achieving low latency, reduced collision, and energy efficiency. It proposes optimized universal building blocks to address these goals effectively, especially in scenarios where many devices may not receive transmission

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This document presents proposed changes to IEEE802.15.4-2015 to include Channel #3 for enhancing LRP UWB PHY. The aim is to add a 2 GHz bandwidth channel to facilitate operations in countries like Japan and Korea. The background, objectives, and detailed suggestions for these enhancements are outlin

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Detailed discussion on supporting the relay protocol in IEEE 802.11bn, covering relay addressing, end-to-end BA, relay TXOP protection, beacon forwarding, security processing, non-UHR STA support, sounding procedure, A-MPDU aggregation, de-aggregation, and more. The relay operation involves relay de

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This presentation by Gurdev Singh from Samsung addresses a technique for optimized content transfer in mesh networks by splitting content into file chunks based on the bandwidth of the channel. By considering the bandwidth or link quality of destination nodes, the content is divided so that lower ba

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The document delves into the challenges of BSS color management in multi-AP setups, focusing on Joint Transmission techniques in IEEE 802.11 networks. It proposes solutions to avoid filtering PPDU transmissions due to mismatched BSS colors, potentially causing PHY preamble collisions.

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Reprojection error in photogrammetry refers to the discrepancy between a known point in a scene and its projected position on an image. Photometric error, on the other hand, involves errors related to pixel intensity values. To minimize reprojection error, parameters such as camera intrinsics, extri

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Throughout the IDM Hardware components detailed in the provided content, there is a focus on the concentrator and pre-processing status involving various modules essential for system functionality, such as control, memory, sensors, and power. The testing and validation processes are also highlighted

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This document presents the evaluation results on the payload of Pulsed Modulation PHY for TG13, focusing on detection probability, BER vs SNR for header and payload, and coding considerations. It discusses the application of RS code for payload simulations and highlights the adjustments made for suc

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The document presents simulation results for an LC-optimized PHY proposal for TGbb based on G.9991 PHY. It includes details on the simulation setup, frame detection results, header modulation, coding simulation results, payload modulation, and coding simulation results. The setup involved various re

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