{"id":19383013,"url":"https://github.com/hectorta1989/mimo-phy-security-analysis-with-eavesdropper","last_synced_at":"2026-07-10T19:30:18.808Z","repository":{"id":147993152,"uuid":"417974499","full_name":"HectorTa1989/MIMO-PHY-security-analysis-with-Eavesdropper","owner":"HectorTa1989","description":"Analysis of physical layer security of MIMO system using Machine Learning algorithms vs theoretical best","archived":false,"fork":false,"pushed_at":"2021-10-28T03:13:19.000Z","size":6441,"stargazers_count":2,"open_issues_count":2,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-07T06:47:55.113Z","etag":null,"topics":["computernetworks","machinelearning-python","phy"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/HectorTa1989.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-10-16T23:46:20.000Z","updated_at":"2022-12-14T12:03:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"fadb6a76-ec9e-4687-b965-1cddae7a2483","html_url":"https://github.com/HectorTa1989/MIMO-PHY-security-analysis-with-Eavesdropper","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HectorTa1989%2FMIMO-PHY-security-analysis-with-Eavesdropper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HectorTa1989%2FMIMO-PHY-security-analysis-with-Eavesdropper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HectorTa1989%2FMIMO-PHY-security-analysis-with-Eavesdropper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HectorTa1989%2FMIMO-PHY-security-analysis-with-Eavesdropper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HectorTa1989","download_url":"https://codeload.github.com/HectorTa1989/MIMO-PHY-security-analysis-with-Eavesdropper/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240521052,"owners_count":19814694,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["computernetworks","machinelearning-python","phy"],"created_at":"2024-11-10T09:24:11.285Z","updated_at":"2026-07-10T19:30:18.774Z","avatar_url":"https://github.com/HectorTa1989.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MIMO-PHY security with Eavesdropper\nAnalysis of physical layer security of MIMO system using ML algorithms vs theoretical best\n\nVarious MIMO channels have been implemented (Line of Sight, Rayleigh fading, etc). \nThe main analysis done was to compare the physical layer security provided by \nantenna selection (any subset of the transmit antennas) using ML algorithms\nto the theoretical maximum security rate. \n\nThe main conclusion is that as the ML algorithms can approach the theoretical curves\nas the training data increase. This is a problem where synthetic data can be used\nas the channels are random in nature, so by using random channels good results\ncan be achieved.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhectorta1989%2Fmimo-phy-security-analysis-with-eavesdropper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhectorta1989%2Fmimo-phy-security-analysis-with-eavesdropper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhectorta1989%2Fmimo-phy-security-analysis-with-eavesdropper/lists"}