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CODING EFFICIENCY

  • High Efficiency Video Coding
  • Video compression format, succeeds H.264/MPEG-4 AVC

    High Efficiency Video Coding (HEVC), also known as H.265 and MPEG-H Part 2, is a patent-encumbered video compression standard designed as part of the

    High Efficiency Video Coding

    High_Efficiency_Video_Coding

  • Coding efficiency
  • Topics referred to by the same term

    Coding efficiency may refer to: Data compression efficiency Algorithmic efficiency Efficient coding hypothesis Efficiency (disambiguation) Coding (disambiguation)

    Coding efficiency

    Coding_efficiency

  • Advanced Audio Coding
  • Lossy audio compression format

    Advanced Audio Coding (AAC) is an audio coding standard for lossy digital audio compression. It was developed by Dolby, AT&T, Fraunhofer and Sony, originally

    Advanced Audio Coding

    Advanced Audio Coding

    Advanced_Audio_Coding

  • Coding tree unit
  • largest coding unit (LCU). A CTU can be between 16×16 pixels and 64×64 pixels in size with a larger size usually increasing coding efficiency. The first

    Coding tree unit

    Coding_tree_unit

  • High-Efficiency Advanced Audio Coding
  • Audio codec

    High-Efficiency Advanced Audio Coding (HE-AAC) is an audio coding format for lossy data compression of digital audio as part of the MPEG-4 standards. It

    High-Efficiency Advanced Audio Coding

    High-Efficiency Advanced Audio Coding

    High-Efficiency_Advanced_Audio_Coding

  • Advanced Video Coding
  • Widely used standard for video compression

    Video Coding (AVC), also referred to as H.264 or MPEG-4 Part 10, is a video compression standard based on block-oriented, motion-compensated coding. It

    Advanced Video Coding

    Advanced Video Coding

    Advanced_Video_Coding

  • High Efficiency Video Coding tiers and levels
  • High Efficiency Video Coding tiers and levels are constraints that define a High Efficiency Video Coding (HEVC) bitstream in terms of maximum bit rate

    High Efficiency Video Coding tiers and levels

    High_Efficiency_Video_Coding_tiers_and_levels

  • Algorithmic efficiency
  • Property of an algorithm

    algorithmic efficiency is a property of an algorithm which relates to the amount of computational resources used by the algorithm. Algorithmic efficiency can

    Algorithmic efficiency

    Algorithmic_efficiency

  • Context-adaptive binary arithmetic coding
  • Entropy coding method

    Context-adaptive binary arithmetic coding (CABAC) is a form of entropy encoding used in the H.264/MPEG-4 AVC and High Efficiency Video Coding (HEVC) standards. It is

    Context-adaptive binary arithmetic coding

    Context-adaptive_binary_arithmetic_coding

  • Parametric stereo
  • Lossy audio coding format

    coding format for digital audio. It is considered an Audio Object Type of MPEG-4 Part 3 (MPEG-4 Audio) that serves to enhance the coding efficiency of

    Parametric stereo

    Parametric_stereo

  • MP3
  • Digital audio format

    for an audio coding standard. In June 1989, 14 audio coding algorithms were submitted. Because of certain similarities between these coding proposals, they

    MP3

    MP3

    MP3

  • Video Coding Experts Group
  • Working group of ITU-T

    The Video Coding Experts Group or Visual Coding Experts Group (VCEG, also known as Question 6) is a working group of the ITU Telecommunication Standardization

    Video Coding Experts Group

    Video_Coding_Experts_Group

  • Efficient coding hypothesis
  • Theoretical model of sensory neuroscience

    optimized for coding images (or sounds) representative of those found in nature. Researchers have shown that filters optimized for coding natural images

    Efficient coding hypothesis

    Efficient coding hypothesis

    Efficient_coding_hypothesis

  • Network Abstraction Layer
  • Format defined in the H.264/AVC and HEVC video coding standards

    video coding standards. An increasing number of services and growing popularity of high definition TV are creating greater needs for higher coding efficiency

    Network Abstraction Layer

    Network_Abstraction_Layer

  • High Efficiency Video Coding implementations and products
  • High Efficiency Video Coding implementations and products covers the implementations and products of High Efficiency Video Coding (HEVC). On February 29

    High Efficiency Video Coding implementations and products

    High_Efficiency_Video_Coding_implementations_and_products

  • Spectral efficiency
  • Information rate that can be transmitted over a given bandwidth

    M bits. N is the modulation efficiency measured in bit/symbol or bpcu. In the case of baseband transmission (line coding or pulse-amplitude modulation)

    Spectral efficiency

    Spectral_efficiency

  • A-law algorithm
  • Audio companding in communications

    effectively reduces the dynamic range of the signal, thereby increasing the coding efficiency and resulting in a signal-to-distortion ratio that is superior to

    A-law algorithm

    A-law algorithm

    A-law_algorithm

  • Scalable Video Coding
  • Video compression standard

    2011). "A Tutorial on H.264/SVC Scalable Video Coding and its Tradeoff between Quality, Coding Efficiency and Performance" (PDF). ResearchGate. Intech.

    Scalable Video Coding

    Scalable_Video_Coding

  • Huffman coding
  • Technique to compress data

    symbols separately, Huffman coding is not always optimal among all compression methods – it is replaced with arithmetic coding if a better compression ratio

    Huffman coding

    Huffman coding

    Huffman_coding

  • Versatile Video Coding
  • Video compression standard

    working group of ISO/IEC JTC 1/SC 29. It is the successor to High Efficiency Video Coding (HEVC, also known as ITU-T H.265 and MPEG-H Part 2). It was developed

    Versatile Video Coding

    Versatile_Video_Coding

  • MLT-3 encoding
  • Digital telecommunication signalling method

    to transmit a 0 bit. Similar to simple NRZ encoding, MLT-3 has a coding efficiency of 1 bit/baud, however it requires four transitions (baud) to complete

    MLT-3 encoding

    MLT-3 encoding

    MLT-3_encoding

  • High Efficiency Image File Format
  • Raster graphics file format

    formats and brands, and rules for how to extend the format. High Efficiency Video Coding (HEVC, ITU-T H.265) is an encoding format for graphic data, first

    High Efficiency Image File Format

    High_Efficiency_Image_File_Format

  • MPEG-4 Part 3
  • Third part of the ISO/IEC MPEG-4 standard

    specifies audio coding methods. The first version of ISO/IEC 14496-3 was published in 1999. The MPEG-4 Part 3 consists of a variety of audio coding technologies

    MPEG-4 Part 3

    MPEG-4_Part_3

  • Color depth
  • Number of bits used to represent a color

    (August 22, 2012). "Comparison of the Coding Efficiency of Video Coding Standards – Including High Efficiency Video Coding (HEVC)" (PDF). IEEE Trans. on Circuits

    Color depth

    Color_depth

  • Department of Government Efficiency
  • Defunct US government agency

    writing software with "AI coding agents". Shedd floated plans to use AI to analyze government contracts, deploy vibe coding agents to federal workers

    Department of Government Efficiency

    Department of Government Efficiency

    Department_of_Government_Efficiency

  • Audio coding format
  • Digitally coded format for audio signals

    audio coding format in software. Some audio coding formats are documented by a detailed technical specification document known as an audio coding specification

    Audio coding format

    Audio coding format

    Audio_coding_format

  • ATRAC
  • Audio codec by Sony

    MDCT coefficients. Sony claims the major advantage of ATRAC3 is its coding efficiency, which was tuned for portable DSP which provides less computing power

    ATRAC

    ATRAC

  • SVG
  • Two-dimensional vector image file format

    and that "Diffusion curve images are comparable both in quality and coding efficiency with gradient meshes, but are simpler to create (according to several

    SVG

    SVG

  • MPEG-4 Part 2
  • Video compression format

    DivX HDX4 libavcodec Nero Digital QuickTime Xvid High Efficiency Video Coding Advanced Video Coding Quantization (image processing) FourCC MP3 ISO/IEC JTC

    MPEG-4 Part 2

    MPEG-4_Part_2

  • Range coding
  • Entropy coding method

    at small cost in compression efficiency. After the expiration of the first (1978) arithmetic coding patent, range coding appeared to clearly be free of

    Range coding

    Range_coding

  • Spiking neural network
  • Artificial neural network that mimics neurons

    include: Temporal coding; generating one spike per neuron, in which spike latency is inversely proportional to the pixel intensity. Rate coding: converting

    Spiking neural network

    Spiking neural network

    Spiking_neural_network

  • Audio Video Standard
  • Video codec

    Video Coding Standard (AVS) refers to the digital audio and digital video series compression standard formulated by the Audio and Video coding standard

    Audio Video Standard

    Audio_Video_Standard

  • Flexible Macroblock Ordering
  • primary support. Using multiple slices per picture always lowers coding efficiency, and FMO can further impact it. The more spread out the slices are

    Flexible Macroblock Ordering

    Flexible_Macroblock_Ordering

  • Data compression
  • Compact encoding of digital data

    source coding: encoding is done at the source of the data before it is stored or transmitted. Source coding should not be confused with channel coding, for

    Data compression

    Data_compression

  • Libjpeg
  • Free software library for handling the JPEG image format

    sequential JPEG formats, conversion between Huffman and arithmetic coding in the entropy coding layer. These transformations are each completely lossless and

    Libjpeg

    Libjpeg

    Libjpeg

  • Moving Picture Experts Group
  • Alliance of working groups for multimedia coding

    established jointly by ISO and IEC that sets standards for media coding, including compression coding of audio, video, graphics, and genomic data; and transmission

    Moving Picture Experts Group

    Moving Picture Experts Group

    Moving_Picture_Experts_Group

  • Quantum error correction
  • Process in quantum computing

    classical counterpart, the classical error-correcting code. In classical coding theory, a code is commonly denoted by the notation [ n , k , d ] {\displaystyle

    Quantum error correction

    Quantum_error_correction

  • MPEG-4
  • Video encoding standard

    megabits per second. MPEG-4 provides the following functions: Improved coding efficiency over MPEG-2 Ability to encode mixed media data (video, audio, speech)

    MPEG-4

    MPEG-4

  • Tunstall coding
  • and information theory, Tunstall coding is a form of entropy coding used for lossless data compression. Tunstall coding was the subject of Brian Parker

    Tunstall coding

    Tunstall_coding

  • Exponential-Golomb coding
  • Type of universal code in data compression

    Elias gamma code of x+1, allowing it to encode 0. Exp-Golomb coding is used in the H.264/MPEG-4 AVC and H.265 High Efficiency Video Coding video compression

    Exponential-Golomb coding

    Exponential-Golomb_coding

  • Mu-law algorithm
  • Audio companding algorithm

    effectively reduced the dynamic range of the signal, thereby increasing the coding efficiency while biasing the signal in a way that results in a signal-to-distortion

    Mu-law algorithm

    Mu-law algorithm

    Mu-law_algorithm

  • Linear network coding
  • Computer Networking Program

    coding is a program in which intermediate nodes transmit data from source nodes to sink nodes by means of linear combinations. Linear network coding may

    Linear network coding

    Linear_network_coding

  • Reverse Polish notation
  • Mathematics notation where operators follow operands

    which is the ideal notation for programming environment in which coding efficiency is critical. In the beginning, that change was not well received.

    Reverse Polish notation

    Reverse Polish notation

    Reverse_Polish_notation

  • Opus (audio format)
  • Lossy audio coding format

    Opus is a free and open source lossy audio coding format developed by the Xiph.Org Foundation and standardized by the Internet Engineering Task Force,

    Opus (audio format)

    Opus (audio format)

    Opus_(audio_format)

  • Erasure code
  • Code added to allow recovery of lost data

    erasure coding schemes. The most popular erasure codes are Reed-Solomon coding, low-density parity-check code (LDPC codes), and turbo codes. As of 2023

    Erasure code

    Erasure_code

  • AV1
  • 2018 open and royalty-free video coding format

    AOMedia Video 1 (AV1) is an open, royalty-free video coding format initially designed for video transmissions over the Internet. It was developed as a

    AV1

    AV1

    AV1

  • YCbCr
  • Family of digital color spaces

    § Gamma luminance error), or when "there is an expectation of improved coding efficiency for delivery." The specification refers to Report ITU-R BT.2246 on

    YCbCr

    YCbCr

    YCbCr

  • MPEG-H
  • Set of standards for multimedia file and streaming formats

    adaptable to different networks Part 2: High Efficiency Video Coding (HEVC, jointly developed with the ITU-T Video Coding Experts Group and also published as ITU-T

    MPEG-H

    MPEG-H

  • GPT-5.6
  • 2026 large language model by OpenAI

    described by OpenAI as its "workhorse" and "best coding model yet" suited for complex reasoning, coding and agentic workflow. Terra is the intermediate

    GPT-5.6

    GPT-5.6

  • Jevons paradox
  • Efficiency leads to increased demand

    increase the efficiency of a resource's use lead to a rise, rather than a fall, in total consumption of that resource. Greater efficiency reduces the amount

    Jevons paradox

    Jevons paradox

    Jevons_paradox

  • Digital signal processor
  • Specialized microprocessor optimized for digital signal processing

    sometimes use time-stationary encoding to simplify hardware and increase coding efficiency.[citation needed] Multiple arithmetic units may require memory architectures

    Digital signal processor

    Digital signal processor

    Digital_signal_processor

  • VP9
  • 2013 open and royalty-free video coding format

    royalty-free video coding format developed by Google. VP9 is the successor to VP8 and competes mainly with MPEG's High Efficiency Video Coding (HEVC/H.265)

    VP9

    VP9

    VP9

  • Link adaptation
  • 16-QAM and close to 1/1 coding rate. On noisy channels HSDPA adapts to provide reliable communications using QPSK and 1/3 coding rate but the information

    Link adaptation

    Link_adaptation

  • Interlaced video
  • Technique for doubling the perceived frame rate of a video display

    as DV, DVB, and ATSC. New video compression standards like High Efficiency Video Coding are optimized for progressive scan video, but sometimes do support

    Interlaced video

    Interlaced video

    Interlaced_video

  • Compression artifact
  • Distortion of media caused by lossy data compression

    still image coding, it is possible to apply a deblocking filter to the decoder output as post-processing. In motion-predicted video coding with a closed

    Compression artifact

    Compression artifact

    Compression_artifact

  • QR code
  • Type of two-dimensional barcode

    withdrawn and updated to 18004:2024 in August 2024, which optimizes encoding efficiency, improves error correction, and refines structured append functionality

    QR code

    QR code

    QR_code

  • Orthogonal frequency-division multiplexing
  • Method of encoding digital data on multiple carrier frequencies

    in between the two layers of coding is implemented. The choice for Reed-Solomon coding as the outer error correction code is based on the observation that

    Orthogonal frequency-division multiplexing

    Orthogonal frequency-division multiplexing

    Orthogonal_frequency-division_multiplexing

  • Paul Watters
  • Australian academic

    ISSN 0218-0014. WATTERS, PAUL A. (2003). "ESTIMATING DISTRIBUTED CODING EFFICIENCY IN ORTHOGONAL MODELS OF FACIAL PROCESSING". Journal of Integrative

    Paul Watters

    Paul_Watters

  • Morse code
  • Transmission of language with brief pulses

    by transliteration of existing codes. To increase transmission efficiency, Vail designed the original alphabetic code so the duration of each symbol was

    Morse code

    Morse code

    Morse_code

  • Unified Speech and Audio Coding
  • Audio compression standard

    time-domain linear prediction and residual coding tools (ACELP-like techniques) for speech signal segments and transform coding tools (MDCT-based techniques) for

    Unified Speech and Audio Coding

    Unified_Speech_and_Audio_Coding

  • International Energy Conservation Code
  • requirements for energy efficiency. The code is updated every 3 years, to provide an ongoing standard of best practices for energy efficiency. In addition to

    International Energy Conservation Code

    International Energy Conservation Code

    International_Energy_Conservation_Code

  • Hamming bound
  • Limit on the parameters of a block code

    computer science, in the field of coding theory, the Hamming bound is a limit on the parameters of an arbitrary block code: it is also known as the sphere-packing

    Hamming bound

    Hamming_bound

  • Moonshot AI
  • Chinese artificial intelligence company

    Moonshot claimed it matched the performance of OpenAI o1 in mathematics, coding, and multimodal reasoning capabilities. In June 2025, Kimi dropped in popularity

    Moonshot AI

    Moonshot_AI

  • Essential Video Coding
  • Video compression standard

    Coding (MPAI-EVC)". Moving Picture, Audio and data Coding by Artificial Intelligence. "Basic Applications, Technologies and Benefits for Video Coding

    Essential Video Coding

    Essential_Video_Coding

  • X265
  • HEVC/H.265 encoder

    streams in the High Efficiency Video Coding (HEVC/H.265) video compression format developed by the Joint Collaborative Team on Video Coding (JCT-VC). It is

    X265

    X265

    X265

  • Noisy-channel coding theorem
  • Limit on data transfer rate

    In information theory, the noisy-channel coding theorem (sometimes Shannon's theorem or Shannon's limit), establishes that for any given degree of noise

    Noisy-channel coding theorem

    Noisy-channel_coding_theorem

  • Comma code
  • Fibonacci coding is a comma code in which the comma is 11. 11 and 1011 are valid Fibonacci code words, but 101, 0111, and 11011 are not. Unary coding, in which

    Comma code

    Comma_code

  • MPEG-1
  • Video encoding standard

    difference coding using a discrete cosine transform (DCT) of size 8×8, scalar quantization, and variable-length codes (like Huffman codes) for entropy coding. H

    MPEG-1

    MPEG-1

  • ECMA-407
  • International 3D audio standard

    data. Compressing the downmix audio by a base audio coder further increases the coding efficiency of S5. The various bitstreams produced by the functional

    ECMA-407

    ECMA-407

    ECMA-407

  • Computer programming
  • Process to create executable computer programs

    Computer programming or coding is the composition of sequences of instructions, called programs, that computers can follow to perform tasks. It involves

    Computer programming

    Computer_programming

  • Postal codes in Argentina
  • significantly enhancing both accuracy and efficiency in mail delivery. Until 1998 Argentina employed a four-digit postal code for each municipality, with the first

    Postal codes in Argentina

    Postal_codes_in_Argentina

  • Video coding format
  • Format for digital video content

    transform (DCT) coding and motion compensation. A computer software or hardware component that compresses or decompresses a specific video coding format is

    Video coding format

    Video_coding_format

  • MPEG-H 3D Audio
  • Audio coding standard

    (MPEG-H Part 3), is an audio coding standard developed by the ISO/IEC Moving Picture Experts Group (MPEG) to support coding audio as audio channels, audio

    MPEG-H 3D Audio

    MPEG-H_3D_Audio

  • Coding best practices
  • Informal guidelines used by software developers

    Coding best practices or programming best practices are a set of informal, sometimes personal, rules (best practices) that many software developers, in

    Coding best practices

    Coding_best_practices

  • List of tools for static code analysis
  • code for C/C++, and Ada SPARK Toolset including the SPARK Examiner – Based on the SPARK language, a subset of Ada. Automated code review Best Coding Practices

    List of tools for static code analysis

    List_of_tools_for_static_code_analysis

  • Gary Sullivan (engineer)
  • American electrical engineer (b.1960)

    High Efficiency Video Coding (HEVC) standard – founded January 2010 (group closed July 2020) Co-chairman of Joint Collaborative Team on 3D Video Coding (JCT-3V)

    Gary Sullivan (engineer)

    Gary_Sullivan_(engineer)

  • Translational efficiency
  • In cell biology, translational efficiency or translation efficiency is the rate of mRNA translation into proteins within cells. It has been measured in

    Translational efficiency

    Translational_efficiency

  • Speech coding
  • Lossy audio compression applied to human speech

    Speech coding is an application of data compression to digital audio signals containing speech. Speech coding uses speech-specific parameter estimation

    Speech coding

    Speech_coding

  • Michael J. Horowitz
  • American electrical engineer (born 1964)

    real-time software implementation of the standard could yield high coding efficiency.. In 2020, at Google, Horowitz served as technical lead of the AV1

    Michael J. Horowitz

    Michael_J._Horowitz

  • Efficient energy use
  • Methods for higher energy efficiency

    Efficient energy use, or energy efficiency, is the process of reducing the amount of energy required to provide products and services. There are many technologies

    Efficient energy use

    Efficient energy use

    Efficient_energy_use

  • Arithmetic coding
  • Form of entropy encoding used in data compression

    Arithmetic coding (AC) is a form of entropy coding used in lossless data compression. Normally, a string of characters is represented using a fixed number

    Arithmetic coding

    Arithmetic coding

    Arithmetic_coding

  • Neural coding
  • Method by which information is represented in the brain

    or "spike firing", increases. Rate coding is sometimes called frequency coding. Rate coding is a traditional coding scheme, assuming that most, if not

    Neural coding

    Neural_coding

  • Telecine
  • Process for broadcasting content stored on film stock

    frame/s progressive formats which offer the greatest image quality and coding efficiency, and are widely used in motion picture and high definition video production

    Telecine

    Telecine

    Telecine

  • Coding gain
  • In coding theory, telecommunications engineering and other related engineering problems, coding gain is the measure in the difference between the signal-to-noise

    Coding gain

    Coding_gain

  • Streamlining theory
  • and hydrogenase enzymes for the TCA cycle, reduced genome size and coding efficiency of the DNA suggest that this microorganism may have symbiotic lifestyle

    Streamlining theory

    Streamlining_theory

  • Scene statistics
  • Subfield of cognitive science

    1935–1940. Hoyer, PO and Hyvärinen, A. A multi-layer sparse coding network learns contour coding from natural images, Vis. Res., vol. 42, no. 12, pp. 1593–1605

    Scene statistics

    Scene_statistics

  • Audio Lossless Coding
  • Lossless audio coding format

    quantized LPC predictor with a losslessly coded residual using Golomb Rice Coding or Block Gilbert Moore Coding (BGMC). The long term predictor is modeled

    Audio Lossless Coding

    Audio_Lossless_Coding

  • HEIC
  • Topics referred to by the same term

    .heic, filename extension for High Efficiency Image File Format images encoded with High Efficiency Video Coding (HEVC, ITU-T H.265) HEI-C and HEIC,

    HEIC

    HEIC

  • Golomb coding
  • Lossless data compression method

    this set of codes in an adaptive coding scheme; "Rice coding" can refer either to that adaptive scheme or to using that subset of Golomb codes. Whereas a

    Golomb coding

    Golomb_coding

  • Shaping codes
  • Improved efficiency encoding

    digital communications shaping codes are a method of encoding that changes the distribution of signals to improve efficiency. Typical digital communication

    Shaping codes

    Shaping_codes

  • Devin AI
  • AI digital assistant

    environments List of AI-assisted software development tools No-code development platform Vibe coding Knight, Will (March 14, 2024). "Forget Chatbots. AI Agents

    Devin AI

    Devin_AI

  • Transform coding
  • Data compression

    coding algorithm, combining the modified discrete cosine transform (MDCT) and fast Fourier transform (FFT). It was succeeded by Advanced Audio Coding

    Transform coding

    Transform_coding

  • Hand coding
  • Editing the underlying representation of a document or a computer program

    code. Hand coding allows more refined control of code, which may improve efficiency or add functionality that is otherwise unavailable. Hand coding may

    Hand coding

    Hand_coding

  • LCU
  • Topics referred to by the same term

    symbol: Landing craft utility (LCU) Largest coding unit, the basic processing unit of the High Efficiency Video Coding (HEVC) video standard Last Chance U, a

    LCU

    LCU

  • List of open-source codecs
  • High Efficiency Video Coding (HEVC/H.265) encoder implemented by BBC Research. libaom – Reference implementation for the royalty free AV1 video coding format

    List of open-source codecs

    List_of_open-source_codecs

  • Heating, ventilation, and air conditioning
  • Technology of indoor and vehicular environmental comfort

    filtration, and humidity control. HVAC design considerations include energy efficiency, indoor air quality, maintenance, and environmental impact, particularly

    Heating, ventilation, and air conditioning

    Heating, ventilation, and air conditioning

    Heating,_ventilation,_and_air_conditioning

  • TASKING
  • Viper compiler. This compiler was designed to increase the speed and code efficiency of the TriCore development toolset. The C166 toolset was upgraded to

    TASKING

    TASKING

  • Gene
  • Sequence of DNA that determines traits in an organism

    produce RNA. There are two types of molecular genes: protein-coding genes and non-coding genes. During gene expression (the synthesis of RNA or protein

    Gene

    Gene

    Gene

  • Shannon–Hartley theorem
  • Theorem that tells the maximum rate at which information can be transmitted

    noisy-channel coding theorem. This text also discusses state-of-the-art methods from coding theory, such as low-density parity-check codes, and Turbo codes. MIT

    Shannon–Hartley theorem

    Shannon–Hartley_theorem

  • Battle Effectiveness Award
  • Military award for ships and other units

    The Battle Effectiveness Award (formerly the Battle Efficiency Award, commonly known as the Battle "E"), is awarded annually to the small number of United

    Battle Effectiveness Award

    Battle Effectiveness Award

    Battle_Effectiveness_Award

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