Cache-Aided Interference Management in Wireless Cellular Networks
We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot line...
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Veröffentlicht in: | IEEE transactions on communications 2019-05, Vol.67 (5), p.3376-3387 |
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creator | Naderializadeh, Navid Maddah-Ali, Mohammad Ali Avestimehr, A. Salman |
description | We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot linear schemes. Our result indicates that the one-shot linear DoF per cell scales linearly with the total amount of cache available in the cell, i.e., the sum of the caches at the central base station and all the receivers within the cell, resembling a similar phenomenon previously observed for the case of fully connected wireless networks. To establish the result, we propose a decentralized and randomized cache placement and a delivery scheme, which, on one hand, utilizes the overlap of contents at the base station caches to zero-force part of their outgoing interference and, on the other hand, uses the receiver cache contents to create coded multicasting opportunities, so that the receivers can eliminate the remaining interference due to undesired packets. We also provide a converse argument, which shows that our achievable one-shot linear DoF per cell is within a constant additive gap of (1/3) and a multiplicative gap of 2 of its optimum. |
doi_str_mv | 10.1109/TCOMM.2019.2893669 |
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Salman</creator><creatorcontrib>Naderializadeh, Navid ; Maddah-Ali, Mohammad Ali ; Avestimehr, A. Salman</creatorcontrib><description>We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot linear schemes. Our result indicates that the one-shot linear DoF per cell scales linearly with the total amount of cache available in the cell, i.e., the sum of the caches at the central base station and all the receivers within the cell, resembling a similar phenomenon previously observed for the case of fully connected wireless networks. To establish the result, we propose a decentralized and randomized cache placement and a delivery scheme, which, on one hand, utilizes the overlap of contents at the base station caches to zero-force part of their outgoing interference and, on the other hand, uses the receiver cache contents to create coded multicasting opportunities, so that the receivers can eliminate the remaining interference due to undesired packets. 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Salman</creatorcontrib><title>Cache-Aided Interference Management in Wireless Cellular Networks</title><title>IEEE transactions on communications</title><addtitle>TCOMM</addtitle><description>We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot linear schemes. Our result indicates that the one-shot linear DoF per cell scales linearly with the total amount of cache available in the cell, i.e., the sum of the caches at the central base station and all the receivers within the cell, resembling a similar phenomenon previously observed for the case of fully connected wireless networks. To establish the result, we propose a decentralized and randomized cache placement and a delivery scheme, which, on one hand, utilizes the overlap of contents at the base station caches to zero-force part of their outgoing interference and, on the other hand, uses the receiver cache contents to create coded multicasting opportunities, so that the receivers can eliminate the remaining interference due to undesired packets. We also provide a converse argument, which shows that our achievable one-shot linear DoF per cell is within a constant additive gap of (1/3) and a multiplicative gap of 2 of its optimum.</description><subject>Base stations</subject><subject>Caching</subject><subject>Cellular communication</subject><subject>Cellular networks</subject><subject>Degrees of freedom</subject><subject>Interference</subject><subject>interference management</subject><subject>Libraries</subject><subject>Multicasting</subject><subject>Prefetching</subject><subject>Radio equipment</subject><subject>Receivers</subject><subject>Wireless communication</subject><subject>Wireless networks</subject><issn>0090-6778</issn><issn>1558-0857</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1LAzEURYMoWKt_QDcDrqfmo3lJlmXQWmjtpuIypMkbnTqdqckU8d87tcXV5cE978Ih5JbREWPUPKyK5WIx4pSZEddGAJgzMmBS6pxqqc7JgFJDc1BKX5KrlDaU0jEVYkAmhfMfmE-qgCGbNR3GEiM2HrOFa9w7brHpsqrJ3qqINaaUFVjX-9rF7AW77zZ-pmtyUbo64c0ph-T16XFVPOfz5XRWTOa5F8J0OXDPSx-YwjX1YBBAsjWq0usgSrXWUnDw0vhgglSM9gcYwKDGDqQPmoshuT_-3cX2a4-ps5t2H5t-0nLOgYFQoPsWP7Z8bFOKWNpdrLYu_lhG7UGV_VNlD6rsSVUP3R2hChH_AQ18DL2kX9i5ZLg</recordid><startdate>20190501</startdate><enddate>20190501</enddate><creator>Naderializadeh, Navid</creator><creator>Maddah-Ali, Mohammad Ali</creator><creator>Avestimehr, A. Salman</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4891-6726</orcidid><orcidid>https://orcid.org/0000-0002-3222-1874</orcidid></search><sort><creationdate>20190501</creationdate><title>Cache-Aided Interference Management in Wireless Cellular Networks</title><author>Naderializadeh, Navid ; Maddah-Ali, Mohammad Ali ; Avestimehr, A. Salman</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c339t-62c2fcd17eb0c69e6651be7fc8d3f7b85326c59cd9d571026c696ed74a65cd823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Base stations</topic><topic>Caching</topic><topic>Cellular communication</topic><topic>Cellular networks</topic><topic>Degrees of freedom</topic><topic>Interference</topic><topic>interference management</topic><topic>Libraries</topic><topic>Multicasting</topic><topic>Prefetching</topic><topic>Radio equipment</topic><topic>Receivers</topic><topic>Wireless communication</topic><topic>Wireless networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Naderializadeh, Navid</creatorcontrib><creatorcontrib>Maddah-Ali, Mohammad Ali</creatorcontrib><creatorcontrib>Avestimehr, A. Salman</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Naderializadeh, Navid</au><au>Maddah-Ali, Mohammad Ali</au><au>Avestimehr, A. Salman</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cache-Aided Interference Management in Wireless Cellular Networks</atitle><jtitle>IEEE transactions on communications</jtitle><stitle>TCOMM</stitle><date>2019-05-01</date><risdate>2019</risdate><volume>67</volume><issue>5</issue><spage>3376</spage><epage>3387</epage><pages>3376-3387</pages><issn>0090-6778</issn><eissn>1558-0857</eissn><coden>IECMBT</coden><abstract>We consider the problem of interference management in wireless cellular networks with caches at both base stations and receivers, and we characterize the degrees of freedom (DoFs) per cell to within an additive gap of (1/3) and a multiplicative gap of 2 for all system parameters, under one-shot linear schemes. Our result indicates that the one-shot linear DoF per cell scales linearly with the total amount of cache available in the cell, i.e., the sum of the caches at the central base station and all the receivers within the cell, resembling a similar phenomenon previously observed for the case of fully connected wireless networks. To establish the result, we propose a decentralized and randomized cache placement and a delivery scheme, which, on one hand, utilizes the overlap of contents at the base station caches to zero-force part of their outgoing interference and, on the other hand, uses the receiver cache contents to create coded multicasting opportunities, so that the receivers can eliminate the remaining interference due to undesired packets. 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subjects | Base stations Caching Cellular communication Cellular networks Degrees of freedom Interference interference management Libraries Multicasting Prefetching Radio equipment Receivers Wireless communication Wireless networks |
title | Cache-Aided Interference Management in Wireless Cellular Networks |
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