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amp-sparc-spatialmodulation

Approximate Message Passing for Spatially Coupled Sparse Signals

https://github.com/ahmedkishki/amp-sparc-spatialmodulation

Science Score: 44.0%

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    Low similarity (3.1%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Approximate Message Passing for Spatially Coupled Sparse Signals

Basic Info
  • Host: GitHub
  • Owner: AhmedKishki
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 5.39 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Citation

README.md

Hits

prethesis

Config - object defines the system model and on which device the model will be placed. Channel - object defines the channel model BAMP - utilizes the BAMP for decoding SCAMP - interprets the channel as a SPARC code and utilizes the SPARC AMP Loss - calculates the error rates (performs hard decision as well), and exports them as json files Plotter - plots results from json files

Owner

  • Name: Ahmed Al Kishki
  • Login: AhmedKishki
  • Kind: user

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: AMP_for_Spatial_Modulation
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Ahmed
    family-names: Al Kishki
    email: alaa6394@gmail.com
    affiliation: Rostock University
  - {}
repository-code: 'https://github.com/AhmedKishki/Prethesis'
abstract: >-
  Approximate Message Passing for Spatially Coupled Sparse
  Signals applied to Spatial Modulation MIMO with Frequency
  Selective channels
license: MIT

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Dependencies

requirements.txt pypi