Kullback's inequality, often referred to in the context of Kullback-Leibler (KL) divergence, is an important concept in information theory and statistics. Although it is not necessarily framed as an "inequality" in traditional terms, it relates to the KL divergence between two probability distributions.
Lempel–Ziv complexity, also known as Lempel-Ziv (LZ) complexity, is a measure of the complexity of a string (or sequence) based on the concepts introduced by the Lempel-Ziv compression algorithms. It serves as an indication of the amount of information or the structure present in a sequence. The Lempel-Ziv complexity of a string is defined using the notion of "factors," which are contiguous substrings that the original string can be broken down into.
MIMO-OFDM stands for Multiple Input Multiple Output - Orthogonal Frequency Division Multiplexing. It is a technology used in wireless communication systems that combines two advanced techniques: MIMO and OFDM. 1. **MIMO (Multiple Input Multiple Output)**: This technique involves the use of multiple antennas at both the transmitter and receiver ends. MIMO technology enhances data transmission rates and improves the reliability of communication by exploiting multipath propagation, where transmitted signals take multiple paths to reach the receiver.
A Multicast-Broadcast Single-Frequency Network (MBSFN) is a technology used in telecommunications, specifically within mobile communication systems such as LTE (Long Term Evolution) and beyond. It is designed to efficiently transmit the same content simultaneously to multiple users over a network, utilizing a single frequency channel. ### Key Features of MBSFN: 1. **Single Frequency**: In MBSFN, multiple cells (or base stations) transmit the same data on the same frequency at the same time.
Network throughput refers to the rate at which data is successfully transmitted over a network from one point to another in a given amount of time. It is often measured in bits per second (bps) or its multiples, such as kilobits per second (Kbps), megabits per second (Mbps), or gigabits per second (Gbps).
The Noisy-Channel Coding Theorem is a fundamental result in information theory, established by Claude Shannon in the 1940s. It addresses the problem of transmitting information over a communication channel that is subject to noise, which can distort the signals being sent. The theorem provides a theoretical foundation for the design of codes that can efficiently and reliably transmit information under noisy conditions.
A measure-preserving dynamical system is a mathematical framework used in ergodic theory and dynamical systems that captures the idea of a system evolving over time while preserving the "size" or "measure" of sets within a given space.
Metcalfe's Law is a principle that states the value of a network is proportional to the square of the number of connected users or nodes in the system. In simpler terms, as more participants join a network, the overall value and utility of that network increase exponentially. The law is often expressed mathematically as: \[ V \propto n^2 \] where \( V \) is the value of the network and \( n \) is the number of users or nodes.
Per-user unitary rate control is a network management technique that regulates the amount of data transmitted to and from individual users or devices within a network. This concept is often used in telecommunications and internet service provision to ensure fairness, avoid congestion, and maintain quality of service (QoS) across all users. ### Key Aspects of Per-user Unitary Rate Control: 1. **Unitary Rate Limiting**: Each user is assigned a specific data transmission rate or limit.
Rényi entropy is a generalization of Shannon entropy that provides a measure of the diversity or uncertainty of a probability distribution. It was introduced by Alfréd Rényi in 1960 and is particularly useful in information theory, statistical mechanics, and various fields dealing with complex systems.
A one-way quantum computer, also known as a measurement-based quantum computer, is a model of quantum computation that relies on the concept of entanglement and a sequence of measurements to perform calculations. The key idea of this model is to prepare a highly entangled state of qubits, known as a cluster state, which then serves as a resource for computation.
The Principle of Least Privilege (PoLP) is a security concept that dictates that any user, program, or system should be granted the minimum level of access—or permissions—necessary to perform its tasks. The goal is to limit the potential damage or misuse of systems and data by minimizing the access rights for accounts, processes, and applications.
Privilege revocation in computing refers to the process of removing or changing a user's permissions or access rights within a system or application. This is a crucial aspect of security and access control in computing environments, as it ensures that users have only the privileges necessary to perform their tasks, helping to mitigate the risk of unauthorized access or actions by either legitimate users or attackers.
The Theil index is a measure of economic inequality that assesses the distribution of income or wealth within a population. It is named after the Dutch economist Henri Theil, who developed this metric in the 1960s. The Theil index is part of a family of inequality measures known as "entropy" measures and is particularly noted for its ability to decompose inequality into within-group and between-group components.
The term "phase factor" is commonly used in various fields such as physics, particularly in quantum mechanics and wave physics. It typically refers to a complex factor that affects the phase of a wave or wavefunction.
Pointwise Mutual Information (PMI) is a measure used in probability and information theory to quantify the association between two events or random variables. It assesses how much more likely two events are to occur together than would be expected if they were independent. PMI can be particularly useful in areas such as natural language processing, information retrieval, and statistics.
The Pragmatic Theory of Information suggests that information is not just a set of data or facts but is context-dependent and centered around the usefulness of that information to individuals or systems in specific situations. This theory emphasizes the role of social interactions, context, and the practical application of knowledge in shaping what is considered information. Key aspects of the Pragmatic Theory of Information include: 1. **Context-Dependence**: The value and meaning of information can vary based on the context in which it is used.
Structural Information Theory (SIT) is an interdisciplinary framework that combines principles from information theory, structure, and semantics to analyze and understand the information content and organization of complex systems. While there may not be a single, universally accepted definition, Structural Information Theory is often associated with several key concepts: 1. **Information Content**: It focuses on quantifying the information stored within structures, be they biological, social, computational, or linguistic.
Quantum t-designs are mathematical structures in the field of quantum information theory that generalize the concept of classical t-designs. They are used to provide a way of approximating the properties of quantum states and quantum operations, particularly in the context of quantum computing and quantum statistics. In classical statistics, a **t-design** is a configuration that allows for the averaging of polynomials of degree up to t over a given distribution.
Random number generation is the process of producing numbers that cannot be predicted statistically. It is essential in various fields such as cryptography, computer simulations, statistical sampling, and gaming, where randomness is required to ensure fairness, create varied outputs, or simulate random phenomena. There are two main approaches to random number generation: 1. **True Random Number Generators (TRNGs)**: These generate numbers based on physical phenomena that are inherently random, such as thermal noise, radioactive decay, or atmospheric noise.
Pinned article: ourbigbook/introduction-to-the-ourbigbook-project
Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
Intro to OurBigBook
. Source. We have two killer features:
- topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculusArticles of different users are sorted by upvote within each article page. This feature is a bit like:
- a Wikipedia where each user can have their own version of each article
- a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.Figure 1. Screenshot of the "Derivative" topic page. View it live at: ourbigbook.com/go/topic/derivativeVideo 2. OurBigBook Web topics demo. Source. - local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.Figure 3. Visual Studio Code extension installation.Figure 5. . You can also edit articles on the Web editor without installing anything locally. Video 3. Edit locally and publish demo. Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension. - Infinitely deep tables of contents:
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact