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Channel Design

Channel design involves creating a plan for the efficient distribution and movement of products and services from the producer to the customer. This process includes determining the channel flow, identifying channel members, setting channel objectives, and developing a channel strategy.

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Sales Leadership Management

Marketing channel decisions play a crucial role in the success or failure of products in both B2C and B2B markets. This chapter explores the importance of effective channel management, types of channels, the role of intermediaries in streamlining transactions, and the distinction between marketing c

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Understanding Channel Design in Marketing

Channel design involves planning the distribution of products and services from producers to customers through different business entities or individuals. It encompasses elements like channel flow, channel members, objectives, alternatives, and strategy. Successful channel design aligns with busines

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ML-Aided Channel Classification for WLAN Optimization

The paper discusses using machine learning to classify IEEE channel models and improve WLAN performance. It demonstrates how neural networks can accurately classify channel types, leading to efficient beamforming and signal processing. Simulation results show the classification performance even at l

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Enhancing Secondary Channel Usage in IEEE 802.11 Standards

This document, IEEE 802.11-23/1935r1, delves into the intricacies of secondary channel usage within the context of IEEE 802.11 standards. Key topics covered include discussions on RU index, BW negotiation in secondary channels, methods to ensure medium synchronization when transitioning back to prim

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Bandwidth Indication for EHT BSS in IEEE 802.11-20/0680r0

This IEEE document discusses the proposal to use an Enhanced High Throughput (EHT) operation element to indicate operating bandwidth for EHT Basic Service Sets (BSS). It suggests methods for indicating channel configurations, punctured channels, and channel width for EHT stations. The goal is to ena

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DNN Inference Optimization Challenge Overview

The DNN Inference Optimization Challenge, organized by Liya Yuan from ZTE, focuses on optimizing deep neural network (DNN) models for efficient inference on-device, at the edge, and in the cloud. The challenge addresses the need for high accuracy while minimizing data center consumption and inferenc

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Understanding the Coase Theorem: Property Rights and Economic Efficiency

The Coase Theorem, developed by economist Ronald Coase, posits that under certain conditions, bargaining related to property rights will lead to an optimal outcome regardless of the initial distribution. It provides a framework for resolving conflicts by emphasizing negotiation and efficient market

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Understanding Data Rate Limits in Data Communications

Data rate limits in data communications are crucial for determining how fast data can be transmitted over a channel. Factors such as available bandwidth, signal levels, and channel quality influence data rate. Nyquist and Shannon's theoretical formulas help calculate data rate for noiseless and nois

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Spectrum Sensing for Enhanced Channel Access in Wireless Networks

This document presents a proposal for Spectrum Sensing Based Deferral (SSBD) to improve channel access in wireless networks. SSBD incorporates spectrum sensing with transmission deferral in a time-bound manner to enhance performance, reliability, and latency control. The proposed solution safeguards

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Communication Models Overview

The Shannon-Weaver Model is based on the functioning of radio and telephone, with key parts being sender, channel, and receiver. It involves steps like information source, transmitter, channel, receiver, and destination. The model faces technical, semantic, and effectiveness problems. The Linear Mod

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Clear Channel Assessment (CCA) Behavior of Commercial Wi-Fi Equipment

This document, dated July 2022, delves into the Clear Channel Assessment (CCA) behavior of commercial Wi-Fi equipment in response to Narrowband Frequency Hopping (NB FH) signals. It explores the regulatory framework around license-exempt frequency bands in the USA and Europe, highlighting the specif

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IEEE 802.11-23/1913r1 Secondary Channel Access Operation

The document discusses the need for a secondary channel access (SCA) mechanism in IEEE 802.11bn to improve efficiency in wide bandwidth utilization. It covers the operation of SCA, technical issues, and solutions for successful frame exchange. Various considerations such as timing issues, medium syn

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3GPP TSG-RAN-WG4 Meeting #98-bis-e Electronic Meeting Summary

The 3GPP TSG-RAN-WG4 Meeting #98-bis-e discussed Channel Modeling for FR2 in the context of NR HST enhancements. Issues related to link budget evaluation and performance requirements were covered. Discussions included channel models for Scenario-B, demodulation performance requirements, and uplink c

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Occupational Noise Exposure and Hearing Conservation Training Program

Learn about the Occupational Noise Exposure and Hearing Conservation Training Program presented by the Office of Environmental Health and Safety at ECU. This program aims to educate workers about the risks of noise-induced hearing loss, the importance of prevention, and the selection of appropriate

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Successful Channel Modification Techniques and Benefits

Channel modification projects aim to accelerate the recovery of stable, sustainable channel forms in dynamic balance with sediment, large wood, and flow regimes. Successful modifications lead to improved habitat quality, stability, and diversity, benefiting sediment transport and riparian zones. Phy

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Effective Channel Management Decisions for Marketing Success

The success of marketing channels lies in making right channel design decisions and effectively implementing them through channel management decisions. From selecting channel members to training and motivating them, companies must focus on building strong partnerships to drive success in the competi

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Understanding Channel Conflict in Marketing

Channel conflict in marketing refers to disputes between different channel partners, such as manufacturers, wholesalers, and retailers, that impact business operations and goals. These conflicts can arise at different levels within the distribution channel, leading to issues like price wars, custome

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Understanding Naive Bayes Classifier in Data Science

Naive Bayes classifier is a probabilistic framework used in data science for classification problems. It leverages Bayes' Theorem to model probabilistic relationships between attributes and class variables. The classifier is particularly useful in scenarios where the relationship between attributes

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Adapting the 802.11be Channel Model for Modern Doppler Use-Cases

The document discusses the adaptation of the 802.11be channel model to modern scenarios where devices are mobile. It explores the impact of movement on channel models, providing lab measurement results of Doppler Power Spectral Density. The study aims to enhance the evaluation of communication schem

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Test Scope and Requirements for NR-U UE Demodulation

The documentation discusses the test scope and requirements for demodulation of NR-U UE, emphasizing semi-static and dynamic channel access devices. It covers specifics such as test scenarios, DL transmission options, CQI requirements, and downlink transmission model. The aim is to prioritize test c

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Language Identification System for DARPA RATS Program Evaluation

The Patrol Team Language Identification System was developed for DARPA RATS Program to create algorithms and software for speech tasks in noisy environments. The system involved analyzing datasets, implementing subsystems for language identification, and evaluating performance across different langu

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Spirulina Market to be Worth $1.1 Billion by 2030

Spirulina Market by Product Type (Powder, Tablets, Capsules, Flakes, Phycocyanin), Distribution Channel (Business Channel, Consumer Channel), Application (Nutraceuticals, Food & Beverages, Animal Feed, Cosmetics, Agriculture)\u2014Global Forecast to

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Family, Fun, and Thanksgiving Poetry Collection

Dive into a delightful collection of poems celebrating family life, gratitude, and the joy of Thanksgiving. From whimsical tales of noisy households to heartwarming reflections on love and togetherness, these charming verses by Catherine and Lawrence Anholt are sure to bring a smile to your face. Ex

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Spirulina Market

Spirulina Market by Product Type (Powder, Tablets, Capsules, Flakes, Phycocyanin), Distribution Channel (Business Channel, Consumer Channel), Application (Nutraceuticals, Food & Beverages, Animal Feed, Cosmetics, Agriculture)\u2014Global Forecast to

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Text Analytics and Machine Learning System Overview

The course covers a range of topics including clustering, text summarization, named entity recognition, sentiment analysis, and recommender systems. The system architecture involves Kibana logs, user recommendations, storage, preprocessing, and various modules for processing text data. The clusterin

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The THz Channel Model in Wireless Data Center

This contribution presents preliminary THz channel modeling results for future wireless data center scenarios. Ray tracing simulations are conducted for various channel types, utilizing RMS delay spread and RMS angular spread to measure multipath richness. A stochastic channel model is developed and

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Understanding Least Squares Estimation in Global Warming Data Analysis

Exploring least squares estimation in the context of global warming data analysis, this content illustrates the process of fitting a curve to observed data points using a simple form of data analysis. It discusses noisy observed data, assumptions, errors, and the importance of model parameters in ma

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Exploring "When My Noisy Mind Quiets" by Georgia Heard

Dive into the poem "When My Noisy Mind Quiets" by Georgia Heard where the speaker reflects on finding peace and calm amidst a cluttered mind. The analysis explores themes of inner turmoil, self-reflection, and the transformative power of silence on one's voice and thoughts.

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PDSCH Demodulation Parameters & Requirements Discussion

This document covers the discussion on PDSCH demodulation parameters and requirements for UE demodulation and CSI reporting in FR2 DL 256QAM, specifically focusing on static channel mode, TDL-D channel mode, and TDL-A channel mode. The document also explores rank options, channel bandwidth, PRB allo

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Understanding N-Gram Models in Language Modelling

N-gram models play a crucial role in language modelling by predicting the next word in a sequence based on the probability of previous words. This technology is used in various applications such as word prediction, speech recognition, and spelling correction. By analyzing history and probabilities,

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MFMSA_BIH Model Build Process Overview

This detailed process outlines the steps involved in preparing, building, and debugging a back-end programming model known as MFMSA_BIH. It covers activities such as data preparation, model building, equation estimation, assumption making, model compilation, and front-end adjustment. The iterative p

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IEEE 802.11-24/0858r0: Key Concepts on NPCA and Virtual APs

This document discusses key concepts related to NPCA (Neighbor-Primary Channel Announcement) and Virtual Access Points (APs) in the context of IEEE 802.11 standards. It covers topics such as multiple BSSID sets, co-hosted APs, NPCA primary channel configurations, and criteria for channel switching.

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802.11aj 45 GHz Channel Access and BSS Operation Framework Proposal

This document outlines a proposal for channel operation and BSS operation in the 45 GHz frequency bands for 802.11aj in China. It includes details on channelization, spectrum allocation, maximum transmit power, and BSS configuration rules. The aim is to meet the functional requirements specified whi

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Proposal of TG3d Channel Model for Wireless Backhaul/Fronthaul in IEEE 802.15 Working Group

This document presents a proposal for a TG3d channel model intended for wireless backhaul/fronthaul applications within the IEEE 802.15 Working Group. The proposal addresses operational characteristics, including high path loss mitigation at 300 GHz, requiring high gain antennas for LOS connections.

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IEEE 802.11-24/1305r0: High Duty Cycle NB Transmission vs. Wi-Fi

Discusses the impact of multiple high duty cycle NB connections on Wi-Fi channel access latency, proposing solutions such as prioritizing specific unused channels and enforcing stricter channel access requirements. The presentation highlights the challenges faced and potential remedies to improve ch

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Further Considerations on Advanced Channel Coding for 15.4ab

This document submitted to the IEEE P802.15 Working Group discusses the importance of advanced channel coding for IEEE 802.15.4ab standard to achieve higher throughput and reliability. It outlines technical guidance on proposed solutions, safeguards, interference mitigation techniques, and backward

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Explainable Recommendation Using Attentive Multi-View Learning

The research presented at the 33rd AAAI Conference on Artificial Intelligence focuses on developing an explainable deep model for recommendation systems. It addresses challenges in extracting explicit features from noisy data and proposes a Deep Explicit Attentive Multi-View Learning Model. This mod

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Understanding Spelling Correction Through the Noisy Channel Model

Explore the fascinating world of spelling correction using the Noisy Channel Model, which involves tasks such as error detection, correction, types of errors, rates of errors, and strategies for non-word and real-word spelling errors. Learn about applications and implications in various contexts suc

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Spelling Correction Techniques and Models in Information Retrieval

Explore the world of spelling correction through the lens of Information Retrieval and Web Search. Dive into probabilistic models, non-word and real-word spelling errors, rates of spelling errors, correction strategies, and more. Gain insights from Christopher Manning on applications, types of error

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