Coordinated R-TWT Protection in Multi-BSS
The protection of Restricted Transmitting Using Time Window (R-TWT) service periods in a multi-BSS environment, where overlapping BSSs can affect the latency-sensitive traffic exchange. It proposes methods to coordinate R-TWT service periods and receive schedule information for neighboring BSSs.
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Dark Matter Search with ATLAS: Active Learning Application
Explore an active learning application in the search for dark matter using ATLAS PanDA and iDDS. Investigate Beyond Standard Model physics parameters related to Hidden Abelian Higgs Model and New Scalar with a focus on cross-section limit calculations. Understand the process for generating Monte Car
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Building a local facet in Primo VE for Decolonization work
Explore the process of adding publisher/place of publication as a search parameter in Library Search, with insights on using MARC fields, establishing normalization rules, and steps to enable and translate local fields for effective faceted searching in Primo VE. Learn about the nuances of field rec
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Understanding Routing Methods in Hydrologic Engineering Center (HEC-ResSim)
Explore the differences between hydrologic and hydraulic routing, learn about open channel flow processes, and delve into channel routing within HEC-ResSim. Discover various reach routing methods, parameter estimation techniques, and calibration approaches. Dive into the Muskingum method and its app
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Intra-Distillation for Parameter Optimization
Explore the concept of parameter contribution in machine learning models and discuss the importance of balancing parameters for optimal performance. Introduce an intra-distillation method to train and utilize potentially redundant parameters effectively. A case study on knowledge distillation illust
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Parameter and Feature Recommendations for NBA-UWB MMS Operations
This document presents recommendations for parameter and feature sets to enhance the NBA-UWB MMS operations, focusing on lowering testing costs and enabling smoother interoperations. Key aspects covered include interference mitigation techniques, coexistence improvements, enhanced ranging capabiliti
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Enhancing In-Device Coexistence and P2P Communication in IEEE 802.11-23/2002r0
This document discusses proposals to improve reliability in the presence of interference or other device activities within the IEEE 802.11-23/2002r0 standard. Solutions include long-term indications for periodic service periods, interference indication in the frequency domain, expected behaviors, an
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Enhancing Data Exchange for SDG Monitoring with Advanced SDMX Converter
Explore the advanced features of SDMX Converter that streamline data and metadata exchange for SDG monitoring. Learn about transcoding, parameter worksheets, and how to simplify mapping efforts for more efficient data processing.
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Enhancing R-TWT with Multi-AP Coordination in IEEE 802.11 Networks
Delve into the world of IEEE 802.11 wireless networks as this document explores solutions for multi-AP coordination for R-TWT, focusing on improving tail latency, jitter, and medium protection. Enhancements in R-TWT operation, coordination scenarios, and solutions for multi-AP deployments are discus
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Understanding Mean Effective Pressure in Internal Combustion Engines
Mean Effective Pressure (MEP) is a crucial parameter in internal combustion engines, representing the average pressure exerted on the piston during the power stroke. MEP is relatively consistent for specific engine types, making it a useful predictor of torque output based on engine type and displac
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What is TDS
TDS stands for Total Dissolved Solids, a crucial parameter in water quality assessment. It refers to the combined content of all inorganic and organic substances dissolved in water. These substances can include minerals, salts, metals, ions, and other organic compounds.
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Parameter Expression Calculator for Efficient Parameter Estimation from GIS Data
Parameter Expression Calculator within HEC-HMS offers a convenient tool to estimate loss, transform, and baseflow parameters using GIS data. It includes various options such as Deficit and Constant Loss, Green and Ampt Transform, Mod Clark Transform, Clark Transform, S-Graph, and Linear Reservoir. U
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Understanding Image Histograms and Modifications
Image histograms provide valuable insights into the nature of images, with characteristics like width, skewness, and peaks revealing information about contrast, brightness, and objects within. Different types of histograms indicate varying image attributes, aiding in tasks like threshold parameter s
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IEEE 802.11-21/2004r0 Target Wake Time (TWT) for WLAN Sensing
This technical document delves into the implementation of Target Wake Time (TWT) in wireless local area networks (WLAN) for efficient power management in sensing devices. It explores the significance of TWT in minimizing contention among stations, reducing power consumption, and optimizing wake sche
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IEEE 802.11-21/0036r0 BSS Parameter Update Clarification
This document delves into the IEEE 802.11-21/0036r0 standard, specifically focusing on the BSS parameter update procedure within TGbe D0.2. It details how an AP within an AP MLD transmits Change Sequence fields, Critical Update Flags, and other essential elements in Beacon and Probe Response frames.
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IEEE 802.11-21/1115r0 Traffic Prioritization Summary
The presentation discusses traffic prioritization rules during restricted TWT SPs in IEEE 802.11-21/1115r0. It revisits the topic to address pending items related to traffic restriction or prioritization, including specific rules for APs, scheduled STAs, supporting non-AP STAs, and non-rTWT STAs. Co
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Understanding Root Locus Method in Control Systems
The root locus method in control systems involves tracing the path of roots of the characteristic equation in the s-plane as a system parameter varies. This technique simplifies the analysis of closed-loop stability by plotting the roots for different parameter values. With the root locus method, de
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Overview of Subprograms in Software Development
Subprograms in software development provide a means for abstraction and modularity, with characteristics like single entry points, suspension of calling entities, and return of control upon termination. They encompass procedures and functions, raising design considerations such as parameter passing
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Enhancements for TWT SP Early Termination in IEEE 802.11-22/0304r0
In the IEEE 802.11-22/0304r0 document, enhancements are proposed for supporting latency-sensitive traffic by introducing additional improvements to the TWT SP early termination feature. These enhancements aim to facilitate efficient termination of the restricted TWT SP, allowing STAs to enter the do
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Low Latency Requirements in Ultra-High Rate Communication
This document discusses the requirements and use cases of low latency in ultra-high rate communication scenarios, highlighting applications such as metaverse, cloud gaming, real-time video streaming, in-vehicle infotainment, and industrial PLC control. It also covers current methods to reduce latenc
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Enhancing Ecological Sustainability through Gamified Machine Learning
Improving human-computer interactions with gamification can help understand ecological sustainability better by parameterizing complex models. Allometric Trophic Network models analyze energy flow and biomass dynamics, but face challenges in parameterization. The Convergence Game in World of Balance
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Enhancing 802.11 Scheduling with Broadcast TWT and TIM Mechanisms
The January 2017 document IEEE 802.11-17/0117r0 discusses the implementation of coordinated multi-user downlink and triggered multi-user uplink in 802.11 systems to improve scheduling and reduce collisions. It proposes aligning power saving wake times using Target Wake Time (TWT) for better efficien
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Code Assignment for Deduction of Radius Parameter (r0) in Odd-A and Odd-Odd Nuclei
This code assignment focuses on deducing the radius parameter (r0) for Odd-A and Odd-Odd nuclei by utilizing even-even radii data from 1998Ak04 input. Developed by Sukhjeet Singh and Balraj Singh, the code utilizes a specific deduction procedure to calculate radius parameters for nuclei falling with
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Enhanced AP Coordination in IEEE 802.11 Networks
The document discusses the implementation of Restricted Transmit Wait Time (R-TWT) scheduling in IEEE 802.11 networks. It covers topics such as AP coordination, announcement of R-TWT schedules by APs, usage of 1-hop and 2-hop neighbor information for scheduling, and STA's notification of neighbor AP
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Learning to Rank in Information Retrieval: Methods and Optimization
In the field of information retrieval, learning to rank involves optimizing ranking functions using various models like VSM, PageRank, and more. Parameter tuning is crucial for optimizing ranking performance, treated as an optimization problem. The ranking process is viewed as a learning problem whe
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Proposal for R-TWT Protection in IEEE 802.11-23/2212r1 11bn
A detailed discussion on considerations and proposals for R-TWT Signal Protection in 11bn networks is provided in this document. It covers topics like protection between neighboring APs, different OBSS R-TWT SPs for STAs, proposals for APs and STAs in a BSS, concluding with the importance of conside
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Enhancing Channel Access for Latency-Sensitive Traffic in January 2022
In the documentation IEEE 802.11-21/0894r1, the focus is on improving channel access for latency-sensitive traffic through concepts like Restricted TWT (Target Wake Time). The proposal suggests methods to protect TWT Service Periods from non-TWT scheduled STAs, ensuring prioritized transmission of l
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Efficient Parameter-free Clustering Using First Neighbor Relations
Clustering is a fundamental pre-Deep Learning Machine Learning method for grouping similar data points. This paper introduces an innovative parameter-free clustering algorithm that eliminates the need for human-assigned parameters, such as the target number of clusters (K). By leveraging first neigh
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CEPC Partial Double Ring Parameter Update
The CEPC Partial Double Ring Layout features advantages like accommodating more bunches at Z/W energy, reducing AC power with crab waist collision, and unique machine constraints based on given parameters. The provided parameter choices and updates aim to optimize beam-beam effects, emittance growth
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Foundations of Parameter Estimation and Decision Theory in Machine Learning
Explore the foundations of parameter estimation and decision theory in machine learning through topics such as frequentist estimation, properties of estimators, Bayesian parameter estimation, and maximum likelihood estimator. Understand concepts like consistency, bias-variance trade-off, and the Bay
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Understanding Estimation and Statistical Inference in Data Analysis
Statistical inference involves acquiring information and drawing conclusions about populations from samples using estimation and hypothesis testing. Estimation determines population parameter values based on sample statistics, utilizing point and interval estimators. Interval estimates, known as con
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Sampling and Parameter Fitting with Hawkes Processes
Learn about sampling and parameter fitting with Hawkes processes in the context of human-centered machine learning. Understand the importance of fitting parameters and sampling raw data event times. Explore the characteristics and fitting methods of Hawkes processes, along with coding assignments an
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Spatial Amplification in Disk-on-Rod Traveling-Wave Amplifier Study
Explore the viability of Disk-on-Rod Traveling Wave Tube (TWT) for high-power microwave devices with wide bandwidth. Analyze the spatial amplification rate through hot-tube dispersion relations, comparing against Particle-in-Cell code simulations. Schematic diagrams and cold-tube dispersion relation
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Linear Classifiers and Naive Bayes Models in Text Classification
This informative content covers the concepts of linear classifiers and Naive Bayes models in text classification. It discusses obtaining parameter values, indexing in Bag-of-Words, different algorithms, feature representations, and parameter learning methods in detail.
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IEEE 802.11-24/0161r1 OBSS R-TWT Announcement in Multi-BSS
The document discusses the coordination of R-TWT schedules in Multi-BSS to enhance operation and protection. It covers how APs announce OBSS R-TWT schedules to associated STAs, ensuring efficient transmission of latency-sensitive traffic. Methods for announcing OBSS R-TWT schedules to EHT STAs and U
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Insight into Tuning Check and Parameter Reconstruction Process
Delve into the process of tuning check and parameter reconstruction through a series of informative images depicting old tuning parameters and data sets. Explore how 18 data and 18 MC as well as 18 MC and 12 MC old tuning parameters play a crucial role in optimizing performance and accuracy. Gain va
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R-TWT Coordination Negotiation in Multi-BSS Networks
This document discusses the coordination negotiation process for R-TWT schedules in Multi-BSS networks to minimize interference between Access Points (APs). It outlines the overview, signaling methods, and importance of coordinated R-TWT schedules in improving network efficiency.
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Enhancement of TWT Parameter Set Selection in September 2017
Submission in September 2017 proposes improvements in TWT parameter selection for IEEE 802.11 networks. It allows TWT requesting STAs to signal repeat times, enhancing transmission reliability and reducing overheads. Non-AP STA challenges and current TWT setup signaling are addressed, providing a me
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IEEE 802.11-17/1338r0 - September 2017 TWT SP Initiation and Termination
This document, authored by Jarkko Kneckt from Apple, discusses the September 2017 TWT SP initiation and termination processes, focusing on high throughput and power efficiency for 802.11ax devices. Legacy power save mechanisms in parallel with TWT mechanisms are explored, along with issues related t
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Announcement of OBSS R-TWT Coordination in Multi-BSS Environment
The document discusses the coordination of R-TWT service periods (SPs) in a Multi-BSS environment, focusing on addressing limitations in the exchange of latency-sensitive traffic in adjacent BSSs. It explores methods for coordinating R-TWT SPs among multiple APs to protect the intended SPs within ea
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